Complete SQL and Databases Bootcamp: Zero to Mastery [2022]
Wednesday, August 31, 2022
Free Udemy Coupon - Complete SQL and Databases Bootcamp: Zero to Mastery [2022] - Master SQL, Database Management & Design and learn to work with databases like PostgreSQL, MySQL + more. With Exercises!
- Created by Andrei Neagoie, Mo Binni
- English [Auto]
What you'll learn
- Become an expert in SQL and Database Concepts
- Understand SQL vs NoSQL, MongoDB vs MySQL vs PostgreSQL
- Add SQL, PostgreSQL, MySQL, Redis, Database Management/Design to your resume
- Learn to perform efficient and performant SQL queries using best practices
- Learn how Machine Learning, Data Science and Data Engineers use Big Data and databases
- Apply for SQL developer, Database Administrator, Business Analyst, Backend Developer and Business Intelligence roles
- Use the right SQL features to work with data efficiently and solve database problems
- Database best practices to design and manage your company data
- Learn to make business and market decisions based on user data
- Learn how to scale databases by using things like Sharding, Replication, etc...
- Create your own databases while using SQL to interact with the data
- Use real-world data to generate insights and reports using SQL
- Tons of exercises to practice what you learn and test your knowledge
- Help Sales/Marketing/Product managers make better decisions based on data analysis
- Advanced SQL topics like indexes, aggregates, caching to make your database queries efficient
- Learn how databases are used in Web & Mobile Applications, Machine Learning and other fields
- Learn how to handle user passwords and keep data safe
- Work with SQL across multiple tables and multiple databases
- Learn to use Redis for fast memory storage
- Master SQL joins
Description
Just launched with all modern SQL and Databases (PostgreSQL, MySQL, + more) features for 2021! Join a live online community of over 400,000+ students and a course taught by industry experts that have actually worked both in Silicon Valley and Toronto managing databases. This is one of the most in demand tech skills in the world right now with SQL being used for many years to come (it has been around since the 1970s and going stronger than ever)!
Using the latest best practices in SQL, Database Management and Database Design, this course is focused on efficiency. Never spend time on confusing, out of date, incomplete tutorials anymore. Graduates of Andrei’s courses are now working at Google, Tesla, Amazon, Apple, IBM, JP Morgan, Facebook, + other top tech companies.
We guarantee you this is the most comprehensive online resource on Databases like PostgreSQL and MySQL. This project and exercise based course will introduce you to all of the modern toolchain of an SQL developer or anyone using a database in the workplace (Product Manager, Business Analyst/Intelligence, Data Analyst, Data Scientists, Machine Learning Engineer, Web Developer, Mobile Developer + any role requiring insights from data). Along the way, we will learn practical and real world skills that will get you hired.
The curriculum is going to be very hands on as we walk you from start to finish of working with databases and SQL, all the way into learning how to scale databases, how to manage them, and even bonus material on working with Big Data, Caching using Redis, and connecting PostgreSQL to a Node.js server. We even talk about pros and cons of choosing an SQL Database vs NoSQL like MongoDB. We will start from the very beginning by teaching you SQL and Database Fundamentals and then going into advanced topics so you can make good decisions and work with any data that your company has no matter how complex!
The topics covered are:
- NoSQL (MongoDB) vs PostgreSQL, MySQL vs NewSQL
- SQL Theory And Concepts
- The Relational Model
- SQL Basics
- SQL Functions
- Data Modification Language / DML
- Data Query Language / DQL
- Subqueries
- Indexes
- SQL Filtering / WHERE Statement
- 3 Valued Logic
- SQL JOINS
- Window Functions
- Date Filtering and Timestamps
- SQL Aggregate Functions
- SQL Operator Precedense
- SQL ORDER BY
- SQL GROUP BY
- SQL Top Down Design
- SQL Bottom Up Design
- SQL Entity Relationship Diagram
- SQL Normalization
- Database Types
- The role of a DBMS
- Multi Table SELECT
- The Software Development Lifecycle / SDLC
- POSTGRES Role Management
- POSTGRES Permission Management
- POSTGRES Backup Strategies
- POSTGRES Transaction Management/ SQL Transactions
- POSTGRES/SQL Data Types
- SQL Views
- Redis Database
- Elasticsearch
- Connecting A Database To A Server/Web App (Node.js)
- Data Engineering (Kafka, Hadoop, etc...)
- Sharding
- Replication
- Backups
- Vertical + Horizontal Scaling
- Distributed vs Centralized Databases
- Big Data + Analytics
- Database Security (SQL Injections, Access Control, etc...)
+ more
With SQL you will be able to work with all databases like: PostgreSQL, MySQL, Oracle SQL, Microsoft SQL Server, IBM DB2, SQLite, MariaDB, Amazon Redshift, Presto, Apache Hive with Hadoop, and many many more because SQL is everywhere!
You see, data is everywhere and it is the most valuable asset in the world. All the top companies need people that can work with data. That is where this course comes in. Unlike most tutorials out there, this course encompasses many fields working with many databases. Whether you want to get into the tech industry, you’re a mobile or web developer, a data scientist, a machine learning engineer, a business analyst, even sales and marketing or you have your own company. Any role that requires you to work with data will need to know this valuable skill that is SQL (how to interact with databases, analyze, and use data).
Here is the thing though. There are many courses on this topic.
Let me tell you 3 reasons why this course is different from any other SQL/PostgreSQL/MySQL/Database tutorial online:
1. In this course you will learn to work with not just 1 but many Databases like MySQL, PostgreSQL, Microsoft Server, Redis, and so much more. No prior programming or technical experience is necessary. We take you from absolute zero, all the way to mastery. We will go above and beyond to not just teach you SQL commands but to teach you advanced techniques, best practices, database design and how to think about performance, security, and scalability.
2. This course is taught by actual professionals who have experience and have worked with databases for some of the largest companies in the world. Mo is a super star when it comes SQL. He has built software for the European Union, launched products for 5 Fortune 500 companies, and has consulted at Google. Andrei has worked on enterprise level apps for large tech firms in Silicon Valley as well as Toronto and has also taught others tech skills that got them into big companies like Google. By having both Andrei and Mo teach, you get to see different perspective and learn from 2 engineers as if you are working at a company together.
3. We are going to have fun here. The course starts off with you getting hired at Keiko Corp to investigate their recent Database breach. Because we believe in learning by doing, you will be doing tons of real life assignments and exercises along the way, and eventually get to the point where you can help Keiko Corp solve their mystery by looking at their databases and analyzing hidden information. Our goals is that everyone has fun and is successful after completing the course :)
This course is not about making you just watch along without understanding the principles so that when you are done with the course you don’t know what to do other than watch another tutorial. No! This course will push you and challenge you to go from an absolute beginner in SQL and Databases to someone that is in the top 10% of SQL and Database experts!
Taught By:
Andrei is the instructor of the highest rated Development courses on Udemy as well as one of the fastest growing. His graduates have moved on to work for some of the biggest tech companies around the world like Apple, Google, Tesla, Amazon, JP Morgan, IBM, UNIQLO etc... He has been working as a senior software developer in Silicon Valley and Toronto for many years, and is now taking all that he has learned, to teach programming skills and to help you discover the amazing career opportunities that being a developer allows in life.
Having been a self taught programmer, he understands that there is an overwhelming number of online courses, tutorials and books that are overly verbose and inadequate at teaching proper skills. Most people feel paralyzed and don't know where to start when learning a complex subject matter, or even worse, most people don't have $20,000 to spend on a coding bootcamp. Programming skills should be affordable and open to all. An education material should teach real life skills that are current and they should not waste a student's valuable time. Having learned important lessons from working for Fortune 500 companies, tech startups, to even founding his own business, he is now dedicating 100% of his time to teaching others valuable software development skills in order to take control of their life and work in an exciting industry with infinite possibilities.
Andrei promises you that there are no other courses out there as comprehensive and as well explained. He believes that in order to learn anything of value, you need to start with the foundation and develop the roots of the tree. Only from there will you be able to learn concepts and specific skills(leaves) that connect to the foundation. Learning becomes exponential when structured in this way.
Taking his experience in educational psychology and coding, Andrei's courses will take you on an understanding of complex subjects that you never thought would be possible.
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Mo is a Solutions Architect with over 7 years of experience in Software Architecture and Development. Having worked as a consultant for the majority of his career, he has seen it all.
He has worked on global applications for multi-nationals, governments and Fortune 500 companies.
Throughout his career he has seen every type of developer and development practice, and the one thing that he believes more than anything is that software development is a pragmatic team sport. Go fast alone, go far together!
My main goal with instructing is to teach the foundational knowledge to set you up for life-long learning. Software and development practices change often, but when you have the right foundation adapting to the constant change becomes easy!
See you inside the courses!
Who this course is for:
Both beginner and advanced professionals looking to learn modern SQL and Database principles
Professionals who are working with or will be working with databases and want to learn to work smart and efficiently using best practices
Everyone who is interested in one of the most in demand tech skill that will be around for many years to come: SQL
Developers, Data Scientists, Machine Learning Engineers, Business Analysts, Product Managers, Sales/Marketers, and anyone who uses data to make business decisions
Anyone interested in learning more about SQL, PostgreSQL, or basic data analysis to boost your resume
100% Off Udemy Coupon . Free Udemy Courses . Online Classes
AWS Certified Cloud Practitioner | Master AWS Fundamentals
Tuesday, August 30, 2022
AWS Certified Cloud Practitioner | Master AWS Fundamentals - Learn AWS from scratch, from an industry expert. Ace the CLF-C01 certification exam and get hired as a Cloud Engineer.
- Hot & new
- Created by Andrei Neagoie, Amber Israelsen, Zero To Mastery
- English [Auto]
What you'll learn
- Hands-on learning and demos of AWS technologies
- Ace the AWS Cloud Practitioner (CLF-C01) certification exam
- Master cloud architecture design principles
- The fundamentals & business of the cloud including security, scalability, and the economics of AWS
- Learn the entire Amazon Web Services cloud ecosystem including EC2 Instances, S3 Storage, ElastiCache, RDS + much more
- Full Practice Exam to simulate the actual exam, including detailed explanations for every answer
- Learn precisely what is needed to ace the certification exam in an efficient and effective manner
- Study strategies, tips, exam guide, and practice questions
- Gain the skills and understanding to confidently apply for AWS Cloud jobs
- Learn why Cloud Computing is a rapidly growing field and the future of tech
Requirements
- No prior programming knowledge is required. Just a willingness and enthusiasm to learn AWS and become a certified Cloud Practitioner
- A computer (Windows, Mac, or Linux) with an internet connection
Description
If you want to learn AWS from scratch, this is the place to start. This AWS Cloud Practitioner course covers all new information and best practices for 2022 and is focused on efficiency.
That means you'll never have to spend time on confusing, out-of-date, incomplete tutorials anymore.
Instead we're laser-focused on teaching you *exactly* what you need to ace the AWS Certified Cloud Practitioner exam (CLF-C01) so that you can learn AWS, get certified, and get hired as quickly as possible.
And this course goes beyond just teaching you the information, it'll also ensure you get across the finish line.
You'll get study strategies, tips, demos, quizzes, and a FULL Practice Exam from your instructor, Amber. She has passed the certification multiple times simply to ensure she's providing you the most up-to-date, accurate information and study strategies for the exam.
Now that's dedication.
And the success stories speak for themselves.
Graduates of Zero To Mastery are now working at Google, Tesla, Amazon, Apple, IBM, Uber, Facebook, Shopify + other top tech companies.
They are also working as top freelancers getting paid while working remotely around the world. This can be you.
By enrolling today, you’ll get to learn alongside thousands of students, alumni, mentors, TAs and Instructors.
Most importantly, you will learn from a senior industry professional (Amber) that has actual real-world experience working with and teaching AWS.
Why Should I Learn AWS?
We like you already. Asking those smart, tough questions!
Becoming an AWS Certified Cloud Practitioner is a great way to pivot into tech or take your existing career in tech to the next level. That's because it provides you with some seriously lucrative opportunities.
There are 369,000+ job postings available in the United States for those with AWS skills, and the average salary of an AWS Cloud Engineer is over $100,000 / year.
Plus AWS is huge. Like, really huge. AWS has about 75% of the share of the enterprise cloud market. It's the biggest player in a trillion dollar market. So we'll say it again: it's HUGE.
If all that doesn't boggle your mind then call a doctor.
Key takeaway? AWS is a highly lucrative skill for which companies are desperately trying to hire people.
That's before we even talk about the fact that more and more companies are implementing and utilizing cloud services every day. This is only the beginning. And that means you have definitely not missed the boat.
Getting into this space now will give you a future-proof career.
With your AWS Cloud Practitioner certification you'll be well positioned to work with and help companies that use AWS cloud services. But even better, it also opens the door for you to work in more advanced roles where you can earn even higher salaries.
As you can see, this career has tons of potential, but you still need to grab it by the horns. You still need to seize the opportunity. So seize it!
Welcome To Cloud 9. Here's What This AWS Cloud Practitioner Course Covers:
This course, like all Zero To Mastery courses, will be constantly updated as the landscape changes.
As the AWS ecosystem evolves this course will also be continually updated with new lectures and resources. This will be your go-to place to find the latest AWS Cloud best practices and resources anytime in the future.
1. AWS CLOUD FUNDAMENTALS - You're going to learn AWS from scratch. That means starting with fundamental questions like: what is the cloud and what is the problem that it solves?
Plus you'll learn exactly what makes AWS so powerful and popular, including security, elasticity, scalability, global reach, and the economics of AWS.
You'll soon be able to explain to anyone exactly why AWS specifically, and cloud technologies generally, are so prevalent now and so important for the future.
But that's not all. From the very first section of this course you're going to learn about cloud architecture design principles. This is the stuff that companies will pay you the big bucks for knowing, so we think it should be a foundational part of your learning journey.
And of course there are demos and practice questions for you along the way.
2. SECURITY & COMPLIANCE - As an AWS guru, you will wield great power. And of course, with great power comes great responsibility.
You will control and secure a fundamental aspect of your company's business: its cloud services and the protection of information, identities, applications, and devices.
So you'll be learning how to master tools and concepts that will allow you to confidently manage security and compliance, including AWS Identity and Access Management (IAM), Security Hub, Secrets Manager, and encryption on AWS.
3. TECHNOLOGY & INFRASTRUCTURE - The goal of this course is to prepare you to ace the AWS Cloud Practitioner certification exam as efficiently and effectively as possible.
That means you need to attain a deep understanding of the many AWS technologies you'll encounter as an AWS Cloud Engineer.
So that's exactly what we'll do.
You'll learn everything you need to know about cloud deployment models, EC2 Instances, S3 Storage Classes, Virtual Private Cloud, analytics, databases, containers, monitoring, application integration, and developer tools like CodeBuild, CodeStar, and CodeDeploy.
And you'll learn exactly how to work with these technologies through the AWS Management Console, Command Line Interface (CLI), and programmatically.
Sounds like a lot? It is. But we couldn't be more confident that you can do this.
Because your instructor Amber makes everything crystal clear and she keeps the lessons laser-focused on what you need to ace the certification.
Plus any time you're stuck or have your questions, you'll be able to ask Amber and fellow students within the private Discord community... 24/7.
4. BILLING & PRICING - As the cloud guru at your new job you need to know AWS from top-to-bottom, including AWS pricing models, billing tools, and account structures.
Sure it may not sound like the most exciting information, but it's a key part of the AWS Cloud Practitioner certification exam, so you need to understand it just as well as any other piece.
5. AWS PRACTICE EXAM, STUDY TIPS, QUIZZES + MORE - You're here to get certified and launch your new career as an AWS Cloud Engineer.
To do that you need to pass the certification exam. That's what you're here for. That's what this is all about.
And we don't take that lightly.
That's why this course doesn't just throw information at you and then leave you hanging in the wind like so many other courses and tutorials.
Hell no!
This course will help you get over the finish line by walking through the exam guide with you and providing you with study strategies, tips, whitepapers, FAQs, practice questions, and a full, randomized, 65-question, Cloud Practitioner practice exam.
By the time you take the exam, you'll be completely ready.
You'll even see how to register for the exam. We like to make things easy for you, y'know?
What's The Bottom Line?
This course is not about making you just follow along so that when you are done with the course you don’t know what to do other than watch another tutorial.
Instead, this course will push you and challenge you to go from an absolute beginner in AWS to someone that is in the top 10% of AWS Cloud Practitioners.
Who this course is for:
- Anyone who wants to learn cloud computing and/or AWS as a complete beginner
- Developers who want to learn AWS cloud technologies and be able to add a new skill to their resume and toolkit
- Anyone that wants to efficiently learn the material needed for the AWS Cloud Practitioner certification exam
- Students who are stuck in a cycle of tutorials and want to go beyond "beginner" AWS tutorials
- Anyone interested in pivoting into a future-proof career in tech making $100,000+ / year
- You're interested in working at companies with large cloud infrastructure and services
- You want to learn from an industry professional who has 15+ years of real-world industry experience
- Anyone who wants to study for and pass the AWS Cloud Practitioner (CLF-C01) certification exam
- Show less
Cluster Analysis and Unsupervised Machine Learning in Python
Monday, August 29, 2022
Cluster Analysis and Unsupervised Machine Learning in Python - Data science techniques for pattern recognition, data mining, k-means clustering, and hierarchical clustering, and KDE.
Created by Lazy Programmer Team
Description
Cluster analysis is a staple of unsupervised machine learning and data science.
It is very useful for data mining and big data because it automatically finds patterns in the data, without the need for labels, unlike supervised machine learning.
In a real-world environment, you can imagine that a robot or an artificial intelligence won’t always have access to the optimal answer, or maybe there isn’t an optimal correct answer. You’d want that robot to be able to explore the world on its own, and learn things just by looking for patterns.
Do you ever wonder how we get the data that we use in our supervised machine learning algorithms?
We always seem to have a nice CSV or a table, complete with Xs and corresponding Ys.
If you haven’t been involved in acquiring data yourself, you might not have thought about this, but someone has to make this data!
Those “Y”s have to come from somewhere, and a lot of the time that involves manual labor.
Sometimes, you don’t have access to this kind of information or it is infeasible or costly to acquire.
But you still want to have some idea of the structure of the data. If you're doing data analytics automating pattern recognition in your data would be invaluable.
This is where unsupervised machine learning comes into play.
In this course we are first going to talk about clustering. This is where instead of training on labels, we try to create our own labels! We’ll do this by grouping together data that looks alike.
There are 2 methods of clustering we’ll talk about: k-means clustering and hierarchical clustering.
Next, because in machine learning we like to talk about probability distributions, we’ll go into Gaussian mixture models and kernel density estimation, where we talk about how to "learn" the probability distribution of a set of data.
One interesting fact is that under certain conditions, Gaussian mixture models and k-means clustering are exactly the same! We’ll prove how this is the case.
All the algorithms we’ll talk about in this course are staples in machine learning and data science, so if you want to know how to automatically find patterns in your data with data mining and pattern extraction, without needing someone to put in manual work to label that data, then this course is for you.
All the materials for this course are FREE. You can download and install Python, Numpy, and Scipy with simple commands on Windows, Linux, or Mac.
This course focuses on "how to build and understand", not just "how to use". Anyone can learn to use an API in 15 minutes after reading some documentation. It's not about "remembering facts", it's about "seeing for yourself" via experimentation. It will teach you how to visualize what's happening in the model internally. If you want more than just a superficial look at machine learning models, this course is for you.
"If you can't implement it, you don't understand it"
Or as the great physicist Richard Feynman said: "What I cannot create, I do not understand".
My courses are the ONLY courses where you will learn how to implement machine learning algorithms from scratch
Other courses will teach you how to plug in your data into a library, but do you really need help with 3 lines of code?
After doing the same thing with 10 datasets, you realize you didn't learn 10 things. You learned 1 thing, and just repeated the same 3 lines of code 10 times...
Suggested Prerequisites:
matrix addition, multiplication
probability
Python coding: if/else, loops, lists, dicts, sets
Numpy coding: matrix and vector operations, loading a CSV file
WHAT ORDER SHOULD I TAKE YOUR COURSES IN?:
Check out the lecture "Machine Learning and AI Prerequisite Roadmap" (available in the FAQ of any of my courses, including the free Numpy course)
Who this course is for:
Students and professionals interested in machine learning and data science
People who want an introduction to unsupervised machine learning and cluster analysis
People who want to know how to write their own clustering code
Professionals interested in data mining big data sets to look for patterns automatically
Natural Language Processing with Deep Learning in Python
Free Coupon Discount - Natural Language Processing with Deep Learning in Python, Complete guide on deriving and implementing word2vec, GloVe, word embeddings, and sentiment analysis with recursive nets
BESTSELLER, 4.6 (4,037 ratings), 28,503 students enrolled,Created by Lazy Programmer Inc.,Last updated 8/2019, English, English [Auto-generated], French [Auto-generated], 8 more
PREVIEW THIS COURSE - GET COUPON CODE
What you'll learn
- Understand and implement word2vec
- Understand the CBOW method in word2vec
- Understand the skip-gram method in word2vec
- Understand the negative sampling optimization in word2vec
- Understand and implement GloVe using gradient descent and alternating least squares
- Use recurrent neural networks for parts-of-speech tagging
- Use recurrent neural networks for named entity recognition
- Understand and implement recursive neural networks for sentiment analysis
- Understand and implement recursive neural tensor networks for sentiment analysis
ISTQB Advanced Level Agile Technical Tester (ATT)
Sunday, August 28, 2022
ISTQB Advanced Level Agile Technical Tester (ATT), Increase strategy, automation, and continuous deployment and delivery skills by becoming an ISTQB Advanced Agile Tester!
- Hot & new
What you'll learn
- How to create Testable Requirements in an Agile Team
- How to implement Test-Driven Development
- How to implement Acceptance Test-Driven Development
- Creating human-readable tests using Behavior-Driven Development
- How to support teams with Continuous Integration, Continuous Delivery, and Deployment
- Effective use of test automation in Agile projects
- How to plan, monitor, and control testing in Agile projects
Description
This course is designed for students who want to earn the ISTQB® Certified Tester Advanced Level Agile Technical Tester (CTAL-ATT) certification. Students will learn advanced modern Agile skills needed to succeed in today's competitive market.
Benefits of CTAL-ATT certification:
As a CTAL-ATT certified tester, you will be able to:
Lead teams in creating testable user stories.
Apply Agile testing techniques, such as Test-Driven and Keyword-Driven Development.
Apply automated testing tasks in Agile projects, such as using Data-Driven testing.
Support Agile teams by using Continuous Integration and Delivery.
Why you should take this course:
This course covers all the topics in the CTAL-ATT syllabus, including:
How to create Testable Requirements in an Agile Team.
How to implement Test-Driven Development.
How to implement Acceptance Test-Driven Development.
Creating human-readable tests using Behavior-Driven Development.
How to support teams with Continuous Integration, Continuous Delivery, and Deployment.
Effective use of test automation in Agile projects.
How to plan, monitor, and control testing in Agile projects.
This course utilizes theory, practical examples, and practice questions to ensure you understand how to apply the concepts learned. In addition, the lessons include real-life scenarios from the instructor's years of experience as an Agile tester.
After completing this course, you can take the ISTQB CTAL-ATT exam and earn your certification.
Enroll now and start your journey to becoming an ISTQB CTAL-ATT certified tester!
Disclaimer: The course material is not accredited with the ISTQB®.
ISTQB® is a registered trademark of the International Software Testing Qualifications Board.
Who this course is for:
- This course is for anyone who wants to enhance their Agile testing skills or earn the Udemy ISTQB® Certified Tester Advanced Level Agile Technical Tester (CTAL-ATT) certification.
Apache Kafka Series - Learn Apache Kafka for Beginners v3
Friday, August 26, 2022
Free Coupon Discount - Apache Kafka Series - Learn Apache Kafka for Beginners v3, START HERE: Learn Apache Kafka 2.0 Ecosystem, Core Concepts, Real World Java Producers/Consumers | Created by Stephane Maarek | AWS Certified Solutions Architect & Developer
Preview this Udemy Course - GET COUPON CODE
.jpg "Apache Kafka Series - Learn Apache Kafka for Beginners v3")
Description
UPDATE SEPTEMBER 2018: Course newly recorded with Kafka 2.0!
Welcome to the Apache Kafka Series! Join a community of 20,000+ students learning Kafka.
Apache Kafka has become the leading distributed data streaming enterprise big data technology. Kafka is used in production by over 33% of the Fortune 500 companies such as Netflix, Airbnb, Uber, Walmart and LinkedIn.
To learn Kafka easily, step-by-step, you have come to the right place! No prior Kafka knowledge is required
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If you look at the documentation, you can see that Apache Kafka is not easy to learn...
Thanks to my several years of experience in Kafka and Big Data, I wanted to make learning Kafka accessible to everyone.
We'll take a step-by-step approach to learn all the fundamentals of Apache Kafka.
At the end of this course, you'll be productive and you'll know the following:
The Apache Kafka Ecosystem Architecture
The Kafka Core Concepts: Topics, Partitions, Brokers, Replicas, Producers, Consumers, and more!
Launch your own Kafka cluster in no time using native Kafka binaries – Windows / MacOS X / Linux
Learn and Practice using the Kafka Command Line Interface (CLI)
Code Producer and Consumers using the Java API
Real world project using Twitter as a source of data for a producer and ElasticSearch as a sink for our consumer
Overview of Advanced APIs (Kafka Connect, Kafka Streams)
Real World Case Studies and Big Use cases
Overview of Advanced Kafka for Administrators
Advanced Topic Configurations
Annexes (starting a Kafka cluster locally, using Docker, etc...)
Note: The hands-on section is based on Java, which is the native Kafka programming language. But, good news! Your learning in Java will be completely applicable to other programming languages, such as Python, C#, Node.js or Scala, and Big Data frameworks such as Spark, NiFi or Akka
===============================
The Kafka for Beginners course is the best place to start your Kafka learning journey... Ask other students!
★★★★★ "That's one of the most high-quality on-line courses I ever took" – Paul L.
★★★★★ "This training was awesome and learnt many things about KAFKA though having 0 years of experience in this technology" – Puneet G.
★★★★★ "Outstanding on all fronts! I wish all courses were that well presented. I especially appreciate the hands-on sections. I was able to get everything up and running with ease. Highly recommend this course and this instructor!" – David G.
You can take this course risk-free and if you don't like it, you can get a refund anytime in the first 30 days!
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Instructor
Stephane Maarek is the instructor of this course. He is a Kafka Expert, guest author on the Confluent Blog and Speaker at the Kafka Summit SF 2018. He's the author of the highly-rated Apache Kafka Series on Udemy, having taught already to 40,000+ students and received 12,000+ reviews.
He shares all his Kafka knowledge on the platform, taking the time to explain every concept and provide students with both theoretical and practical dimensions. You are in good hands!
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This Course Also Comes With:
✔ Lifetime Access to All Future Updates
✔ A responsive instructor in the Q&A Section
✔ Links to interesting articles, and lots of good code to base your next applications onto
✔ Udemy Certificate of Completion Ready for Download
This is the course that could improve your career!
Apache Kafka is a skill in high demand and there are not enough people to fulfil all the open positions. You can boost your income, take on new roles and fun challenges. Many of my students are now the Kafka experts of their companies!
I hope to see you inside the course!
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Note: Looking for more advanced Kafka concepts? There are many volumes in the Apache Kafka Series:
Learn Kafka for Beginners v2 (this course - great to start)
Kafka Connect Hands On Learning
Kafka Streams for Data Processing
Kafka Cluster Setup & Administration
Confluent Schema Registry & Kafka REST Proxy
Kafka Security (SSL SASL ACL)
Kafka Monitoring and Operations
Happy learning!
Who this course is for:
Developers who want to learn the Apache Kafka Fundamentals, start a cluster and write their first application
Architects who want to understand how Apache Kafka fits into their solution architecture
Anyone looking to learn the full theory of how Apache Kafka works as a distributed system
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OpenAPI (Swagger) Specification for Software Developers
Thursday, August 25, 2022
OpenAPI (Swagger) Specification for Software Developers - A guide to learning OpenAPI (Swagger) Specification for highly productive API design, documentation, development, & test
Preview this Course
What you'll learn
- Overview of OpenAPI and its benefits. You will learn about OpenAPI from the scratch. You will know why you need to use OpenAPI.
- Understanding the structure of the OpenAPI Specification. You will grasp the structure of it and become an expert in Swagger or OpenAPI document.
- Step-by-step instructions for creating an OpenAPI document. You will learn to create a new OpenAPI specification from the scratch.
- Lots of Downloadable PDFs: OpenAPI Structure mindmap, OpenAPI Quick Guide, HTTP Status Codes Cheat Sheet, complete OpenAPI Specification document.
- Difference between Swagger and OpenAPI. You will a clear picture of both and will never get confused with these two terms.
- Practice assignments to apply your learnings from this course. You will feel comfortable starting working on real-life projects.
Requirements
- Basic knowledge of RESTful web services to understand the different components of an HTTP request.
- Basic knowledge of JSON will be helpful.
Description
“Awesome course!! Concepts are well explained for beginners” — Asamoah Emmanuel
“this is a very interesting course with a very clear target on teaching how to document an API based on OpenAPI architecture. Really focused to on learning by doing and providing great insights on elements to consider while building an API under OpenAPI protocol. Good to attend to this one :)” — Sergio Hidalgo
“Clear discussion with solidly backed recommendations.” — James Smith.
“So far so good. Excellent approach and Praveen is very clear, precise and the content is easy to follow.” —John Anderson.
“Lessons are short and to the point. Course is well laid out and easy to follow.” — Riaan du Toit.
“Clear instructions and the videos are short and to the point. Thanks.” — Sujitha Palanivel.
Course update history:
Jun 2022: NEW! PDF Download - Mindmap of OpenAPI 3.0.3 Structure
Jan 2022: NEW! Added practice activities for the Path section.
Nov 2021: NEW! Added practice activities to apply your learnings.
Jul 2021: NEW! Added assignment solutions for the 'Working with Students' section (30mins)
Jan 2021: NEW! PDF DOWNLOAD - HTTP Status Code Quick Guide
Dec 2020: NEW! PDF DOWNLOAD - 22-page OpenAPI Quick Guide
Are you looking to understand the OpenAPI Specification (Swagger Specification) from the scratch? Do you feel overwhelmed with the extensive documentation of the OpenAPI Specification? Are you eagerly seeking an approach to understanding any OpenAPI or Swagger document?
If you had replied Yes to any of the questions prior, then this course is precisely for you.
This specific course will provide significant knowledge of using OpenAPI for your next project. You will be certain to write the OpenAPI document with ease by following a step-by-step approach. You will be confident to instantly understand any OpenAPI (Swagger) document.
If you are unfamiliar with standards, you might be hesitant to switch to OpenAPI or Swagger specification. You may have limited knowledge of the API standards followed by various developers. You may feel nervous to go all-in with the OpenAPI specification.
You are looking for significant knowledge on understanding and applying Open API. You genuinely want to know whether to switch to this new standard after traditionally using different formats. This practical course will help you in answering all these and achieving proficiency using the Open API (Swagger Specification) for any programming language.
At The End Of This Course
You will know the structure of an OpenAPI Specification and the steps to create one from scratch.
You will be able to understand any OpenAPI Specification document.
Who This Course Is For?
Software Programmers, beginner or experienced, who work with APIs. You can be consuming APIs or implementing your own web services. This course will provide you with a strong foundation on understanding and using OpenAPI Specification standards.
More Reasons To Take This Course
RESTful APIs are currently the most popular way to communicate across different systems.
Get ahead of the curve and learn the OpenAPI (Swagger) standard.
Each lesson in this course is bite-sized, easy to learn, and finish.
Bonuses
Downloadable resources and guides.
Assignments that make you productive while taking the course.
A friendly instructor who honestly cares about your success.
Why Am I Doing This?
A career in the C# .NET development has been the backbone of my success. The job as a C# programmer has helped me immensely in paying off my educational loan, pay towards my marriage expenses, purchase a new house, and invest in the future.
Moreover, I felt great satisfaction when teaching others, be it to my friends during college or to my colleagues in the software companies. This was mostly 1-to-1 or to a group of 5-10 people.
I was looking for a way to reach more people to teach them computer programming. I found Online Courses as the best option to teach more people at their own time and pace.
See you in the course video!
Praveen
What Do You Get When You Enroll In This Course?
Lifetime access to the course and all future updates to the course content
Personalized support and answers to your questions
Udemy certificate of completion
30-Day 100% money-back guarantee
About Your Instructor
Praveenkumar Bouna, shortly Praveen, is a C# software engineer with over 15 years of C# .NET development experience. He holds a Bachelor of Engineering in Computer Science and Engineering. He has worked in Security & Surveillance as well as Access Control systems in top MNCs in the software industry. He is known for his simpler teaching approach towards explaining various complex topics his colleagues come across in everyday programming life.
Who this course is for:
- Software Programmers, beginner or experienced, who work with web APIs. You can be consuming web APIs or implementing your own web services. This course will provide you with a strong foundation on understanding and using OpenAPI Specification standards.
Advanced SQL Bootcamp
Advanced SQL Bootcamp - Take your SQL skills to the next level with our Advanced SQL Bootcamp
- Hot & new
What you'll learn
- Learn the power of Subqueries in SQL
- Discover how to use Window Functions and Partitions in SQL
- Understand advanced JOIN commands in SQL
- Learn about SQL Set Operations
- Discover Grouping Sets
- Building table relationships and schema structures in SQL
- Use SQL Transactions with Update and Set calls
- Understand Table Inheritance with SQL
- Create Views in SQL
- Learn how to use Stored Procedures
- Discover how to use Triggers across SQL Tables
- Understand general useful methods and commands in Advanced SQL
Description
Welcome to the best online course to take your SQL skills to the next level!
This course is designed to take you from basic SQL knowledge to a SQL Developer Professional. After completing this course you will have a better understanding of how tables and databases work as well as advanced capabilities in querying the information that is stored in a SQL database effectively.
SQL is a critical skill for the modern workforce and we've created an online course specifically designed to take your current SQL knowledge to an advanced level. We'll begin the course with a deep dive into understanding how to construct subqueries and common table expressions, afterwards we'll move on to discussing window functions and advanced Join operations. Then you'll learn about the power of sets, including set operations and grouping sets. We will continue by learning about larger scope topics such as schema structures, table relationships, table inheritance, and views. We'll also teach you how to create easy to call stored procedures and automatic triggers across your database. After each section we will test your skills with a set of exercise questions.
In this course, you'll learn everything you need to be an expert SQL developer, we cover the topics that other basics courses don't! In this course you'll learn about:
Subqueries
Common Table Expressions
Window Functions
Advanced Join Operations
Set Operations
Grouping Sets
Schema Structures and Table Relationships
Table Transactions
Views
Table Inheritance
Stored Procedures
Triggers
Useful Advanced Methods
and much more!
Not only does this course come with great technical learning content, but we also provide support in our Q&A Forums inside the course as well as access to our exclusive student community discord server where you can connect with other students. All of this material comes with a 30-day money back guarantee , so you can try the course completely risk free.
Enroll today and we'll see you inside the course!
Who this course is for:
- SQL Developers looking to upskill to the next level
SwiftUI Masterclass 2022 - iOS 15 App Development & Swift 5
Monday, August 22, 2022
Free Udemy Coupon
SwiftUI Masterclass 2022 - iOS 15 App Development & Swift 5 - The Complete iOS 15 App Development Course with SwiftUI 3 From Beginner to Advanced App Developer with Xcode and Swift 5
- Bestseller
- Created by Robert Petras • 11000+ Students • SwiftUI Masterclass
- English [Auto]
What you'll learn
- Develop iOS 15 iPhone and iPad apps with gorgeous layout and design
- Learn Swift 5 programming language - Essential iOS Development Skill
- SwiftUI 3 Concurrency / Async / Await
- Learn how to save and load data on your iPhone and iPad with Core Data and SwiftUI
- Learn how to fetch data from internal and external JSON file using Web APIs
- Master Apple's greatest and latest user interface framework - SwiftUI 3
- Learn macOS desktop app development with Apple's Catalyst framework
- The Complete iOS App Development Course with SwiftUI 3
- Basic mobile application design and prototyping skills
- Learn how to integrate various iOS frameworks (MapKit, AVFoundation, etc)
- Create custom user interfaces with the SwiftUI 3 framework
- Learn how to publish iOS and macOS apps to the App Store
- Gorgeous in-app interactions and animations
- Visually develop iOS, iPadOS, macOS and watchOS apps
- Create a top-notch portfolio of real apps and apply for iOS developer jobs
- Test-driven iOS iPhone and iPadOS app development
- Xcode 13 editor tips and tricks for iOS Developers
- Learn to use Apple's new Combine framework and handle asynchronous events
- Learn how to implement Swift Package manager in your work
- Learn how to integrate Core Data with CloudKit
Description
Important notice before you enroll in this masterclass!
Creating a Bestseller course with high-quality production value takes a lot of time. However I don't want to keep you waiting, so I have decided to release the first half of the content before I finish publishing the remaining lectures.
The 2021 edition of this SwiftUI Masterclass course is already more than 27+ hours long and it will be much longer by the end of this year.
♥️ Each month I release a new exciting and practical project about how to build an iOS, a macOS, even a watchOS application from scratch, or other useful learning material about app development in Swift 5+ programming language.
You can expect lectures this summer and fall about the following topics:
NEW iOS 15 PROJECT WITH EXTERNAL WEB API AND SWIFTUI ASYNC/AWAIT (in August 2021)
SwiftUI 3,
SwiftUI programming language,
Concurrency / Async / Await
Advanced Core Data,
MVVM architecture,
Combine framework,
External REST APIs integration,
Augmented Reality,
and much more.
Why should you take this Bestseller course?
Visually learn SwiftUI 3 and build top-notch iOS 15, iPadOS mobile apps, Apple Watch apps, and even macOS desktop applications. This complete iOS application development course is designed to teach you how to become an advanced iOS and macOS app developer using Apple's native user interface framework: SwiftUI.
This class takes learning programming concepts through a project-based approach. By taking this class, you will improve your app design and development skills while creating many hands-on applications.
Learn by completing these hands-on projects:
♥️ NEW iOS 15 PROJECT - COMING IN AUGUST (with SwiftUI Async/Await and external web API)
SWIFTUI 3 COMPLETE REFERENCE GUIDE - Uploading new tutorials
FRUITS - iOS app with SwiftUI and Xcode
AFRICA - iOS, iPadOS and macOS desktop app
TOUCHDOWN - iOS E-commerce app
DEVOTE - Core Data with SwiftUI integration
NOTES - watchOS with SwiftUI
DEVELOPERS - iOS and iPadOS app
AVOCADO RECIPES - iOS and iPadOS app
SLOT MACHINE - iPhone, iPad, Mac Game
TODO - Core Data, App Themes, and Alternate App Icons
HONEYMOON - iOS and iPadOS app
What kind of advanced topics will be covered in 2021:
Swift programming language foundation,
SwiftUI framework foundation,
SwiftUI 3 Concurrency,
SwiftUI 3 Async/Await,
Core Data with SwiftUI,
MVVM architecture,
External REST APIs integration,
Combine framework,
SwiftUI Animation,
Advanced Core Data with Apple's CloudKit integration,
App Clips,
WidgetKit framework,
Test-driven app development,
Core Machine Learning,
SpriteKit with SwiftUI,
Swift Package Manager (SPM),
Google FireStore integration with SPM,
Version control with Git,
Native macOS app development,
watchOS,
tvOS,
App design, UI design, UX design,
HealthKit,
MapKit,
SiriKit,
ARKit (Augmented Reality) framework,
RealityKit framework,
CareKit,
Create ML,
PencilKit,
Push Notification,
WKWebView,
Face ID and Touch ID,
App distributions to App Store,
and so on.
Learning app design and development with SwiftUI and creating remarkable applications is a practical and engaging activity - with the right learning material and teacher.
Let's face the truth that most SwiftUI and even iOS development courses teach you how to build ugly and hideous applications but not this one.
Do you want to create eye-catchy apps with SwiftUI? Then this course is for you!
Would you like to show your apps to your friends, co-workers, even family members, and make them look up to you?
If yes, then enroll in the best SwiftUI course and create 1st class apps coding in Swift 5.5 programming language!
Moreover, are you eager to build up your professional portfolio and show up in your next job interview with confidence? By the way, your new employer will be impressed by your work so much for sure.
You know, you should definitely take this SwiftUI and iOS 15 Masterclass course!
Learn faster with the up-to-date SwiftUI code examples. You are in good hands.
Do not waste time getting lost and bored looking at endless and outdated tutorials and code examples on the Internet!
You will grasp Apple's latest SwiftUI framework quickly and easily by following the instructor line by line.
Welcome to the world’s best iOS 15 and 14 Development with SwiftUI Course
This up-to-date SwiftUI course contains step-by-step instructions to teach you how to build several fully-fledged iOS, iPadOS, macOS, and even watchOS applications programming in Swift 5 language.
What’s in it for you?
As a student in this masterclass, you're going to create dozens of eye-catchy apps with the latest and greatest technologies that Apple has recently released such as:
SwiftUI 3 is Apple's native declarative user interface design framework,
Swift 5 programming language,
Xcode 13 development tool (code editor, test environment, live preview, simulators, etc),
Combine framework helps developers work with events,
Mac Catalyst technology is designed to allow developers to bring their iPad apps to Macintosh computers,
iOS and iPadOS Widgets on the Home Screen
In case, if you're someone who wants to get a job as an iOS or macOS developer then this masterclass is perfect for building up your professional portfolio to show off at your next interview. They will be interested in your work after all.
On the other hand, if you're somebody who wants to build your very own apps for your startup business then in addition to all of the coding tutorials I've also included full exercises on user interface design and app animation too.
You should know that this course assumes absolutely no programming experience. So if you're a complete beginner then I'll be there for you and guide you in this program.
Finally, if you're an experienced developer, on the other hand, I'm sure that you are going to find plenty of advanced Swift 5 programming best practices as well.
That being said, by the end of the course you'll know how to develop, design, and publish your next app into the Apple App Store.
So what are you waiting for? Join in this SwiftUI Masterclass course now!
Who this course is for:
- If you are a beginner iPhone developers curious about iOS development, then jump straight into this course
- For Advanced iOS and macOS developers eager to learn SwiftUI framework
- If you want to get a job as an App developer, then take this course
- If you are going to build and publish your App to Apple's App Store, then start this SwiftUI course and get up speed quickly with the latest iOS development
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SwiftUI - The Complete iOS 15 Developers Resource Bible
SwiftUI - The Complete iOS 15 Developers Resource Bible, The Complete SwiftUI Framework, Explained! - From the Blockbuster Best Seller "SwiftUI For Masterminds" by JD Gauchat
What you'll learn
- Students will be learn how to work with the SwiftUI Framework and get all the code they need to build insanely cool apps
Description
This course has been written and recorded with the latest iOS 15 release!
Welcome to "SwiftUI - The Complete iOS 15 Developers Resource Bible, the definitive guide to to learning everything SwiftUI.
This is a SwiftUI Reference Course / Cookbook / and Set of Documentation, for everything SwiftUI. There are hundreds of downloadable examples / video instruction / and projects here so you can get the code you need and add it directly into your projects / create your own SwiftUI docs, or add this to your own existing SwiftUI docs.
My name is Steve DeStefano, i am a SwiftUI developer, and working together with the brilliant programmer J.D. Gauchat, I have turned his best selling book "SwiftUI for Masterminds" into this complete developers resource course.
If you’re not familiar with SwiftUI, it’s a new way to program that uses a declarative approach, which lets us build incredibly cool apps, using about 5 times less code than previous programming paradigms. Gone here are the familiar story boards, as well as auto layout, which was at times very frustrating to work with… this has all been replaced with intuitive new design tools within Xcode that make building interfaces with SwiftUI as easy as dragging and dropping.
SwiftUI includes all of Apple's platforms… so build the app once, and deploy it on the other platforms very easily.
And this course is different than other courses, in that we don’t just scratch the surface, or build a few simple apps… in here, I give you the SwiftUI framework, explained.
All the instruction, all the downloadable examples, and all the tools that you need to build your own insanely cool apps, without any wasted time or chatter. I am strictly on point reading from the book, typing the code, and explaining to you how it works. I use labels and other callouts to help draw your attention to the flow of the code.
You get the step by step instruction for each technology in the SwiftUI framework, and see how to use the different views, initializers, methods, and modifiers that are available for each of those technologies.
Also included in the course is the corresponding code file for every lecture, so you can download it and use in your apps right away, all built with the latest release, and tested to run perfectly. This is a huge library of code, hundreds of examples highlighting the SwiftUI Framework, neatly categorized for easy look up and reference, so you have everything you need to create your own stunning apps to submit to the App Store.
No more fumbling through Apple's convoluted docs for hours trying to find the code you need, or wasting time looking on Stack Overflow, your getting all the instruction and code you need…you just need the idea for the app, and you’re ready to go.
If you’re new to Swift, no problem, there is a language section in the beginning of the course that will walk you through the Swift Language and get you up to speed, fast.
If you’re an experienced programmer, this course will be your go to resource, because it is a huge data base of instruction and downloadable code thats perfect to add to your own set SwiftUI docs…its similar to a cookbook of code but with very detailed instruction.
Here are some of the topics covered:
App Development • Swift Language (complete language) • Protocols • Frameworks • User Interface • View Protocol • Opaque Types • Text • Modifiers • Color View • Image View • Event Modifiers • Custom Modifiers • Layout • Safe Area • Priorities • Alignment Guides • Groups • Custom Views • Previews • Preview Modifiers • Environment • Property Wrappers • @State • @Binding • @Environment • Model • Observable • @EnvironmentObject • View Model • Combine Framework • Publishers • Subscribers • Transforming values • Operators • Subjects • Controls Button View • TextField View • SecureField View • Toggle View • Slider View • Stepper View • Navigation View • NavigationLink View • TabView View • Sheets • Popovers • Alert Views • Action Sheets • Split Views • Custom Navigation • Size Classes • Orientation • GeometryReader View• Preferences • Mac Catalyst • Conditional Code • Menu • Multiple Windows Support • Lists • ForEach View • ScrollView • List View • Sections Edition Mode • Custom Buttons • Search • Picker View • DatePicker View • Forms • Shapes • Gradients • Images • Paths • Custom Shapes Transformations • Animations • Hit Testing • Transitions • Gesture • Notification Center • System Notifications • User Notifications • Provisional Notifications • User Defaults • File Manager • URLS and Paths • Files and Directories • Bundle • Archiving • Encoding and Decoding • JSON • Core Data • Core Data Model • Core Data Stack • Sort Descriptors • iCloud • Testing Devices • Key Value Storage • UIKit Integration • Web • Safari View Controller • MapKit • Camera • Photo Library • Custom Camera • AviKit FrameWork • Custom Video Player • Collection View • Apple Developer Program • Publishing to the App Store • Certificates, Provisioning Profiles, Identifiers • App Store Connect • Swift Language .• And much more.
So come code along with JD and myself, working with an incredibly cool and insane set of design tools, and learn everything you need to know about the SwiftUI Framework, and how to implement and leverage all of its great new technologies.
This course has been written and recorded with the latest iOS 15 release!
Who this course is for:
- Beginner iOS / macOS / watchOS / tvOS developers through intermediate and advanced
Manage Finance Data with Python & Pandas: Unique Masterclass
Sunday, August 21, 2022
Free Coupon Discount - Manage Finance Data with Python & Pandas: Unique Masterclass, Analyze Stocks with Pandas, Numpy, Seaborn & Plotly. Create, analyze & optimize Index & Portfolios (CAPM, Alpha, Beta) | Created by Alexander Hagmann
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Preview this Udemy Course GET COUPON CODE
Description
+++++ Updated to most recent Pandas Version 0.25.3 (Oct 2019) and ready for 2020 +++++
The Finance and Investment Industry is experiencing a dramatic change driven by ever increasing processing power & connectivity and the introduction of powerful Machine Learning tools. The Finance and Investment Industry more and more shifts from a math/formula-based business to a data-driven business.
What can you do to keep pace?
No matter if you want to dive deep into Machine Learning, or if you simply want to increase productivity at work when handling Financial Data, there is the very first and most important step: Leave Excel behind and manage your Financial Data with Python and Pandas!
Pandas is the Excel for Python and learning Pandas from scratch is almost as easy as learning Excel. Pandas seems to be more complex at a first glance, as it simply offers so much more functionalities. The workflows you are used to do with Excel can be done with Pandas more efficiently. Pandas is a high-level coding library where all the hardcore coding stuff with dozens of coding lines are running automatically in the background. Pandas operations are typically done in one line of code! However, it is important to learn and master Pandas in a way that
you understand what is going on
you are aware of the pitfalls (Don´ts)
you know best practices (Dos)
MANAGE FINANCE DATA WITH PYTHON & PANDAS best prepares you to master the new challenges and to stay ahead of your peers, fellows and competitors! Coding with Python/Pandas is one of the most in-Demand skills in Finance.
This course is one of the most practical courses on Udemy with 200 Coding Exercises and a Final Project. You are free to select your individual level of difficulty. If you have no experience with Pandas at all, Part 1 will teach you all essentials (From Zero to Hero).
Part 2 - The Core of this Course
Import Financial Data from Free Web Sources, Excel- and CSV-Files
Calculate Risk, Return and Correlation of Stocks, Indexes and Portfolios
Calculate simple Returns, log Returns and annualized Returns & Risk
Create your own customized Financial Index (price-weighted vs. equal-weighted vs. value-weighted)
Understand the difference between Price Return and Total Return
Create, analyze and optimize Stock Portfolios
Calculate Sharpe Ratio, Systematic Risk, Unsystematic Risk, Beta and Alpha for Stocks, Indexes and Portfolios
Understand Modern Portfolio Theory, Risk Diversification and the Capital Asset Pricing Model (CAPM)
Forward-looking Mean-Variance Optimization (MVO) and its pitfalls
Get exclusive insight how MVO is used in Real World (and why it is NOT used in many cases) -> get beyond Investments 101 level!
Calculate Rolling Statistics (e.g. Simple Moving Averages) and aggregate, visualize and report Financial Performance
Create Interactive Charts with Technical Indicators (SMA, Candle Stick, Bollinger Bands etc.)
Part 3 - Capstone Project
Step into the Financial Analyst / Advisor Role and give advice on a Client´s Portfolio (Final Project Challenge).
Apply and master what you have learned before!
Part 4
Some advanced topics on handling Time Series Data with Pandas.
Appendix
You struggle with some basic Python / Numpy concepts? Here is all you need to know, if you are completely new to Python!
Why you should listen to me...
In my career, I have built an extensive level of expertise and experience in both areas: Finance and Coding
Finance:
7 years experience in the Finance and Investment Industry...
...where I held various quantitative & strategic positions.
MSc in Finance
Passed all three CFA Exams (currently no active member of the CFA Institute)
Python & Pandas:
I led a company-wide transformation from Excel to Python/Pandas
Code, models and workflows are Real World Project - proven
Instructor of the highest-rated and most trending general Course on Pandas
What are you waiting for? Guaranteed Satisfaction: Otherwise, get your money back with 30-Days-Money-Back-Guarantee.
Looking Forward to seeing you in the Course!
Who this course is for:
Investment & Finance Professionals who want to transition from Excel into Python to boost their careers and working efficiency.
(Finance) Students and Researchers who need to handle large datasets and reached the limits of Excel.
Data Scientists who want to improve their Data Handling/Manipulation skills (in particular for Time Series Data)
Everyone who want to step into (Financial) Data Science. Pandas is Key to everything.
Everyone curious about how Financial Performance is measured and how (Stock) Indexes and Portfolios are created, analyzed, visualized and optimized. It´s the easiest way to understand the concepts with data examples rather than theories and formulas.
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210+ Exercises - Python Standard Libraries - 2022
Saturday, August 20, 2022
210+ Exercises - Python Standard Libraries - 2022 - Improve your Python programming skills and solve over 210 exercises with Python standard libraries!
- Bestseller
Preview this Course
What you'll learn
- solve over 210 exercises in Python with standard libraries
- deal with real programming problems
- work with documentation
- guaranteed instructor support
Requirements
- completed course 200+ Exercises - Programming in Python - from A to Z
- basic knowledge of Python
Description
------------------------------------------------------------------------------
RECOMMENDED LEARNING PATH
------------------------------------------------------------------------------
PYTHON DEVELOPER:
200+ Exercises - Programming in Python - from A to Z
210+ Exercises - Python Standard Libraries - from A to Z
150+ Exercises - Object Oriented Programming in Python - OOP
150+ Exercises - Data Structures in Python - Hands-On
100+ Exercises - Advanced Python Programming
100+ Exercises - Unit tests in Python - unittest framework
100+ Exercises - Python Programming - Data Science - NumPy
100+ Exercises - Python Programming - Data Science - Pandas
100+ Exercises - Python - Data Science - scikit-learn
250+ Exercises - Data Science Bootcamp in Python
110+ Exercises - Python + SQL (sqlite3) - SQLite Databases
250+ Questions - Job Interview - Python Developer
SQL DEVELOPER:
SQL Bootcamp - Hands-On Exercises - SQLite - Part I
SQL Bootcamp - Hands-On Exercises - SQLite - Part II
110+ Exercises - Python + SQL (sqlite3) - SQLite Databases
200+ Questions - Job Interview - SQL Developer
JOB INTERVIEW SERIES:
250+ Questions - Job Interview - Python Developer
200+ Questions - Job Interview - SQL Developer
200+ Questions - Job Interview - Software Developer - Git
200+ Questions - Job Interview - Data Scientist
------------------------------------------------------------------------------
COURSE DESCRIPTION
------------------------------------------------------------------------------
210+ Exercises - Python Standard Libraries - from A to Z
Welcome to the course 210+ Exercises - Python Standard Libraries - from A to Z where you can test your Python programming skills.
Knowing the built-in packages and modules significantly improves our development skills. We will use, for example:
datetime
os
sys
copy
string
re
collections
pprint
pathlib
random
math
statistics
numbers
decimal
fractions
itertools
functools
pickle
zipfile
csv
json
urllib.request
timeit
The course is designed for people who have basic knowledge in Python. It consists of 210 exercises with solutions. The course is focused on practical learning.
This is a great test for people who are learning the Python language and are looking for new challenges. Exercises are also a good test before the interview. Many popular topics were covered in this course.
If you're wondering if it's worth taking a step towards Python, don't hesitate any longer and take the challenge today!
Who this course is for:
- everyone who wants to learn by doing
- everyone who wants to improve their Python programming skills
- everyone who wants to prepare for an interview
gRPC [Golang] Master Class: Build Modern API & Microservices
Friday, August 19, 2022
Free Coupon Discount - Better than REST API! Build a fast scalable HTTP/2 API for a Golang micro service with gRPC, Protocol Buffers (protobuf) | Created by Stephane Maarek | AWS Certified Solutions Architect &
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Description
gRPC is a new and modern framework for building scalable, modern and fast API. It is leveraged by many top tech companies such as Google, Square & Netflix and enables programmers to write micro-services in any language they want while keeping the ability to easily create communications between these services. It relies on Protocol Buffers for the transport mechanism and Service Definition language.
In this course, we are going to explore in depth, with hands-on lectures, all the aspects to get started with gRPC.
This course is hands-on and you will implement two services: Greet and a Calculator Service.
In just a few hours, you will know everything you need to know to write your .proto files, generate code in your Favourite Programming, and implement your services, servers and client in Golang. There will be plenty of hands-on lectures and exercises for you to practice your newly acquired skills.
It's time to say goodbye to slow and clunky REST API, and opt-in for a better API framework.
---------------------------------
gRPC Golang Master Class is the best way to get a great overview of all the possibilities offered by gRPC with your favourite language
> Learn the gRPC theory to understand how gRPC works
> Compare gRPC and REST API paradigm
> Write your gRPC service definition in .proto files
> Generate Server & Client Code in Golang using the Gradle gRPC plugin
> Implement Unary, Server Streaming, Client Streaming & Bi-Directional Streaming API
> Practice your learning with Exercises & Solutions
> Implement advanced concepts such as Error Handling, Deadlines & SSL Security
> Implement a full CRUD API on top of MongoDB
> Get pointers to expand your learning journey and get inspired by real world gRPC services
Note: This course expects you have some preliminary knowledge about Protocol Buffers and Golang.
Instructor
Stephane Maarek is the instructor of this course. He is the author of highly successful courses such as Apache Kafka Series and AWS Series. He is passionate about micro-services and data. He has already taught to 40000+ students and received 12000+ reviews.
He shares all his Data knowledge on the platform, taking the time to explain every concept and provide students with both theoretical and practical dimensions. You are in good hands!
Section outline:
gRPC Course Overview: Get an understand of the course objectives, how the course is structured, download the course code and get ready!
[Theory] gRPC Internals Deep Dive: Learn how gRPC works behind the scenes. Learn about HTTP/2, Protocol Buffers efficiencies, and the differences of gRPC and REST.
[Hands-On] gRPC Project Overview & Setup: Setup your project using Gradle and learn how to trigger code generation
[Hands-On] gRPC Unary: API description & implementation
[Hands-On] gRPC Server Streaming: API description & implementation
[Hands-On] gRPC Client Streaming: API description & implementation
[Hands-On] gRPC Bi-Directional Streaming: API description & implementation
[Hands-On] gRPC Advanced Features Deep Dive: Advanced features such as Error Handling, Deadlines, SSL Security.
Next Steps: Some useful real-world links & where to take your learning from here
This Course Also Comes With:
✔ Lifetime Access to All Future Updates
✔ A responsive instructor in the Q&A Section
✔ Links to interesting articles, and lots of good code to base your next template onto
✔ Udemy Certificate of Completion Ready for Download
✔ A 30 Day "No Questions Asked" Money Back Guarantee!
This is the course that could change your API skills.
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