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 Data Management Masterclass – The Complete Course

Practical Data Management Course. Learn the best practices and specifics for every Data Management subject area

Created by George Smarts | 10 hours on-demand video course

**Learn quickly with my Data Management Course that covers the latest best practices from the Data Industry** The course is structured in such a way that makes it easy for absolute beginners to get started! Every Data Management subject area is covered in a separate course section where we will cover all you need to know in terms of processes, people, technology and best practices.

This course will give you a deep understanding of the Data Management discipline by using hands-on, contextual examples designed to showcase why Data Management is important and how how to use Data Management principles to manage the data in your organization.

What you’ll learn

• What is Data Management from A to Z
• All the different Data Management subject areas
• Best Practices on Data Management from the Industry
• How to implement Data Management practices within your organization

Recommended Course

The Data Analyst Course: Complete Data Analyst Bootcamp 2023

The Data Science Course 2023: Complete Data Science Bootcamp

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DaVinci Resolve 2023 – The Complete Video Editing Course

Master the art of Video Editing, Color Correction & Color Grading in DaVinci Resolve 16 & DaVinci Resolve 17

Start editing your video professionally with Blackmagic Design’s DaVinci Resolve 16! If you are looking for a free video editing application that will allow you to edit videos however you want them, DaVinci is the best answer. DaVinci Resolve 16 is used by amateur and professional video editors across the world for every type of production from business & marketing videos, music videos to documentaries, feature films. This full course is the best way to jump right in and start editing.

Best Seller Course: Video Editing in DaVinci Resolve 18/17: Beginner to Advanced

What you’ll learn

• Edit an entire video from beginning to end, using professional and efficient techniques in DaVinci Resolve 16
• By the end of course, you’ll have edited your own short documentary using either the supplied footage (video clips, photos, graphics etc.), or your own footage!
• Start a project with the right settings for any type of video, from any camera.
• Edit your videos, and make them more dynamic with cutaway footage and photos.
• Export and save your videos for HD playback in DaVinci Resolve 16
• Design clean and professional titles for you videos.
• Add motion to your titles, photos, and videos… making them more visually interesting.
• Color correct your video to fix issues with white balance and exposure.
• Add a feeling to your video with color grading in DaVinci Resolve 16
• Apply visual effects to your videos to make them look better.
• Edit green screen footage and, add backgrounds that actually look good.

Recommended Course: Complete Web & Mobile Designer in 2023: UI/UX, Figma, +more

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 Gatsby JS v5 & Headless WordPress (Gatsby & WordPress 2023)

Gatsby.js & WordPress: Learn Gatsby and generate super-fast Gatsby static sites with a WordPress backend inc. Gutenberg

Level-up your React skillset by learning Gatsby.js with a WordPress backend! Gatsby JS uses React JS and GraphQL to generate and build static pages from a given dataset. This course will look at setting up WordPress as a headless CMS while using GatsbyJS to generate a blazing-fast server-rendered React website from WordPress data using the NEW WordPress block editor (otherwise known as the Gutenberg block editor). We’ll building out custom posts, pages, menus, media, advanced custom fields, (and more!) using GraphQL to query that data.

That’s right, we can actually query WordPress data using GraphQL! This course will cover Gatsby v5 with WordPress (using the NEW Gutenberg block editor). We’ll create “The Gatsby Garage” in this course; a fictional classic car garage that buys and sells classic cars. While building this site we’ll be covering so many different features of both Gatsby and WordPress.

Best Seller Course: Complete WordPress Developer Course 2023 – Plugins & Themes

What you’ll learn

• Increase your value and improve your knowledge as a front-end / React JS developer
• Learn Gatsby
• Create a static, server-compiled, content-driven website using Gatsby JS (with React JS & GraphQL)
• Learn how to use GraphQL and GraphiQL to query data stored in WordPress
• Set up WordPress as a backend to build content, then render the content as pages with React JS & GraphQL
• Deploy your Gatsby JS static website and rebuild whenever content changes using Netlify

 Gatsby.js Tutorial and Projects Course

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Product Owner PSPO 1 Scrum Product Owner Certification 2023

Become a Scrum Product Owner and Prepare for the PSPO 1 ® and PSM 1 ® Certifications with Practice Exam Questions

Created by Michael James, Learn Management Online | 7.5 hours on-demand video course

This course is for anyone who wants to rapidly improve their career prospects in the booming industry of software development without learning how to code. It is also for anyone that wants to make the most of their Development Team, improve their management skills and create higher-value products for their business. If you are an entrepreneur with an idea, this course will teach you how to manage a team to turn your vision into a reality ready for the marketplace.

After taking this course, you will have a good understanding of the skills necessary for effective leadership in Product Ownership and be well prepared to take both the PSPO 1 Product Owner and PSM 1 Scrum Master certifications for Product Owner and Scrum Master.

What you’ll learn

• Essential skills to become a great Product Owner
• About the Professional Product Owner PSPO 1 certification with all the preparation necessary to take the assessment
• How to get the Scrum team ready for their first Sprint and how to run the first Sprint
• Tried and tested advice on applying the Scrum theory in practice
• All Scrum theory covering the Scrum Team, Scrum Events, Scrum Artifacts, Empiricism and Evidence-based Management
• How to use popular Scrum based software products such as Jira, Trello and Retrospective Boards

Recommended Course

• Scrum Master PSM 1 – Scrum Master Certification – Agile 2023
• Scrum Certification 2023 +Scrum Master+ Agile Scrum Training

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The pfSense Fundamentals Bootcamp 2023 Edition

Learn the Fundamentals of the pfSense Firewall and secure your Home Network or Business with Confidence!

Created by Stefan Rosanitsch | 4.5 hours on-demand video course

Hello, and welcome to the course I wish I had when I started out with pfSense. My name is Stefan, and I am an officially certified pfSense professional. I had the pleasure of learning what I know directly from Jim Thompson (the CTO and a Core Team Member of Netgate/pfSense).

After finishing this course, you will know everything you need to operate all the basic functions of a pfSense firewall with confidence. You will also learn how to navigate through your firewall with ease. You can use this knowledge if you want to implement a pfSense firewall into your home network, but you will also be able to integrate and operate a pfSense firewall in a business environment. This is a hands-on course – you are encouraged to follow through with all of the steps as I do them on your firewall.

Please note that you don’t need a physical appliance to follow along with this course. A computer with 8GB of RAM is enough to run a virtual machine with pfSense (covered in the course). Since integrating pfSense into my home network many years ago, I immediately fell in love with it. Back then, there were hardly any guides or tutorials for pfSense – so I decided to create my own – which has helped to turn my YouTube channel and my blog into one of the most popular resources for pfSense on the internet.

What you’ll learn

• Operating a pfSense firewall with confidence by understanding all of the fundamental functions
• How to install pfSense on VirtualBox and how to set up a pfSense lab
• How to install pfSense on any physical (hardware) appliance from scratch
• Configuring the pfSense DHCP server
• Configuring pfSense DNS and changing DNS servers
• Everything you need to know about firewall rules
• Managing and backing up pfSense configuration files (including backup history!)
• How to troubleshoot pfSense (restarting services, connecting with SSH, rebooting)
• How to create new users
• Creating widgets for your dashboard
• How to install and configure OpenVPN from scratch
• Installing and configuring Squid Proxy and ClamAV
• How VLans work and how to set up VLans on pfSense

Recommended Course

Complete Linux Training Course to Get Your Dream IT Job 2023

Linux Shell Scripting: A Project-Based Approach to Learning

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Docker – Guía práctica de uso para desarrolladores Curso

Dockerfile, Compose, DockerHub, Registros, Despliegues, Volúmenes, Multi-staged builds, Multi architecture builds, y más

Docker es una plataforma de software de código abierto para automatizar despliegues de aplicaciones dentro de contenedores, y proporciona una forma eficaz de controlar versiones, agilizar el desarrollo y es una pieza fundamental para Kubernetes.

Poder crear, usar, y desplegar imágenes es una habilidad necesaria para cualquier desarrollador o administrador de hoy en día, ahorra mucho tiempo en la preparación de diferentes ambientes de desarrollo, testing, staging y production.

Este curso te dará las más que las bases para poder utilizar Docker de una forma productiva y funcional, aprenderemos mediante ejercicios prácticos y tareas. También cuenta con una sección introductoria a Kubernetes (K8s) para que adicionalmente puedas seguir explorando todo lo que el mundo de los contenedores ofrece.

El camino de este curso te llevará de no tener conocimiento alguno sobre Docker, hasta poder utilizar cualquier imagen, leer la documentación de las mismas, crear tus imágenes, configurarlas, utilizarlas, crearlas en diferentes arquitecturas y desplegarlas en registros en la nube.

Best Seller Curso: Docker Mastery: with Kubernetes +Swarm from a Docker Captain

Lo que aprenderás

• Docker CLI
• Construcción de imágenes
• Uso de imágenes, redes, volúmenes
• Repositorios privados y despliegues
• Dockerfile y multi-stage build
• Docker compose – multi-container applications
• Deployments Digital Ocean
• GitHub Actions – Automatizar construcción

Docker & Kubernetes: The Practical Guide [2023 Edition]

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*UPDATED* JavaScript Complete Grandmaster 2023 - Beginner to Advanced. Proven hands on teaching method. Comprehensive. Practical & current. Everything you need to know.

Created by Clyde Matthew | 12.5 hours on-demand video course

JavaScript is the #1 scripting language of the web, where a lot of the dynamic and styled content is handled by JavaScript in the background. But before using this language to create dynamic websites, you need to have a firm grasp of how it works behind the scenes. By the end of this course, you’ll be able to “speak” JavaScript by gaining an understanding of how the browser uses it, what variables, objects and functions are, what different data types there are and how to manipulate content on a website.

What you’ll learn

• 200+ lectures and 12+ hours of well-structured content
• Latest JavaScript (including ES6/ES7/ES8/ES9/ES10/ESNext)
• Understand what JavaScript can do for you and how to use it
• From beginner to expert (advanced +) – become a freelancer web developer
• *** Download. Videos can be downloaded for offline viewing
• Ongoing updates to keep you current
• Learn how HTML, CSS and JavaScript relate to each other
• If you have knowledge of machine languages and the fundamentals of JavaScript, start at section 4
• You will emerge an expert
• How to write JavaScript in the console (very useful when you’re testing code)
• Introduction to machine language, JavaScript engines, IDEs
• How to use a text editor (both online ones and offline ones) that are completely free
• Gives you depth of knowledge to boost your ability and confidence
• Forum support from me
• All the techniques used by professional programmers

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Kubernetes CKS 2023 Complete Course – Theory – Practice - Theory | Practice | Browser Scenarios

Hi there! all you need for your Certified Kubernetes Security Specialist preparation in one place ! I’m Kim, Kubernetes Trainer and Author, also the creator of the Killer Shell CKS|CKA|CKAD Simulators.

We will present every CKS topic to you in a simple, visual and easy way

For every topic we’ll also run through various practical hands-on challenges together

We’ll setup your own CKS cluster together, for this we provide simple scripts!

In addition you’ll also get access to ~40 browser scenarios and challenges

We also have a Github course repository with various examples which we use throughout this course

Join the Killer Shell private Slack community for exam and topic discussion

You should already have some Kubernetes Administrator knowledge before attending this course. And if you like to attend the real CKS exam you need to hold a valid CKA certification. But we also do some recap of CKA knowledge at the beginning, so no worries if your knowledge is a bit stale.

What you’ll learn

•     Complete CKS preparation
•     CKS full Theory and Practice
•     Kubernetes Security Concepts
•     Think from a hackers perspective
•     Deep technical insight into Kubernetes

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 Java Games Development With libGDX | Create 5 Games - Learn libGDX from Scratch and Develop Amazing Games | From Zero to Hero

This comprehensive course will take you all the way through libGDX game development framework in Java. LibGDX provides an environment for rapid prototyping and fast iterations. Instead of deploying to Android/iOS/Javascript after each code change, you can run and debug your game on the desktop, natively.

This course is for everyone who has desire to learn libGDX. The game complexity increases with every section and you will be able to rise your knowledge throughout the course. You will develop amazing games and you learn how to use libGDX to animate the came characters and design the gameplay graphics. You will also create and import pictures used in the games and get familiar with creating random patterns, menu screens and playing music while playing the game.

Best Seller Course: The Complete Java Game Development Course for 2023

What you’ll learn

• Learn the Java basics and apply them to real world projects.
• Learn the libGDXbasics and apply them to real world projects.
• Master the libGDX packages for 2D game development.
• Learn how the Object Oriented Programming is used in practice.
• Create playable games, for your own sense of achievement.
• Take user inputs to change the game state
• Animating game characters and the displayed text
• Playing music and import pictures inside a game
• Develop multi screen games and menu screens

You May Also : Create a Survival Game in Javascript with Phaser 3 in 2023

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 Getting Started with HashiCorp Vault 2023 (w/ Hands-On Labs) Course

Learn how to deploy, manage, & integrate Vault while preparing for the HashiCorp Certified Vault Associate certification

This course includes free access to live, hands-on labs to learn and complete tasks throughout the course. This is the most extensive and thorough course on Udemy for learning how to use HashiCorp Vault in your organization. This course was completely overhauled with all-new topics, lab sessions, hands-on labs, mind maps, exam tips, practice questions, and more. New lectures and labs are being added now! New content covers all objectives for passing the HashiCorp Certified: Vault Associate certification exam. This course includes in-depth lectures on all of the core HashiCorp Vault components and tons of included demos.

As HashiCorp Vault continues to grow exponentially in the market, so do the skillsets needed to deploy and maintain the solution properly. Designed for students with little to no experience with Vault, this course will provide you with the education needed to be up and running with Vault in no time. During your journey, Bryan Krausen will lead you through a series of sections, lectures, and demos to prepare you for managing HashiCorp Vault in the real world.

What you’ll learn

• Built by an AUTHORIZED HASHICORP INSTRUCTOR for Consul, Vault, and Terraform
• The most UP-TO-DATE HashiCorp concepts for 2022
• Examples use the latest versions, including Vault 1.10+
• Includes access to LIVE HANDS-ON LABS to complete tasks through the course
• Extremely detailed course from a 5+ year HashiCorp Vault consultant
• Covers every single objective from the HashiCorp Certified: Vault Associate certification
• How to get started on your journey to becoming an expert in HashiCorp Vault
• Learn from an instructor who has helped write the actual Vault Associate and Professional exams

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 *UPDATED* DOM 2023 Build Dynamic Websites JavaScript Part 1 - Understand DOM (Document Object Model). Crucial for front end web development. Novice to Pro in easy steps. Course 1 of 2

This course is the first course of a 2-part program. The reason I have done this is that Course 1 provides everything you need to start coding dynamic sites by yourself. It gives you the sound fundamentals and practical’s regarding the DOM. It can be taken alone (you don’t have to do Course 2) to achieve your goals. You will emerge from Course 1 with a basic understanding and practical experience. It will take you to the point where you will understand what the DOM is, why we need it, how to access it, where to find it and how to manipulate it. This is awesome knowledge. Course 2 provides a whole different world of fun with amazing practical examples that will captivate you and catapult you to the next level and set you well on your way to becoming a true Grandmaster in front-end web development. In this course you’ll learn about front-end Web Development, by mastering the Document Object Model.

Best Seller Course: *UPDATED* JavaScript Complete Grandmaster 2023

What you’ll learn

• ***Download lectures (for offline viewing)
• What exactly the Document Object Model is
• Why the Document Object Model is so important for web developers
• Learn how your website can come alive with actions, like zitsy changes on clicks, colour wheels, dropdowns, response on form submissions and much more
• Have fun mastering front-end website development
• Build awesome dynamic front-end applications
• Practical – build awesome dynamic front-end applications with me
• How your browser creates a DOM tree
• Become a pro at creating elements in the DOM
• The difference between the DOM, JavaScript and Python
• The different environments of JavaScript
• Parent, Sibling and Children DOM relationships
• The different types of Nodes
• The difference between an HTML Collection and Node Lists
• How you can find the DOM
• How you can access elements in the DOM
• Master the skill of traversing (walking) up and down the DOM
• How to remove items from the DOM
• Cloning elements in the DOM
• From beginner to expert (advanced +)
• You will emerge an expert
• Gives you depth of knowledge to boost your ability and confidence
• I am here to support you, step-by-step
• The different environments of JavaScript
• Parent, Sibling and Children DOM relationships

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Free Coupon Discount - Deep Reinforcement Learning 2.0, The smartest combination of Deep Q-Learning, Policy Gradient, Actor Critic, and DDPG

Created by Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team

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• Cutting-Edge AI: Deep Reinforcement Learning in Python

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Description
Welcome to Deep Reinforcement Learning 2.0!
In this course, we will learn and implement a new incredibly smart AI model, called the Twin-Delayed DDPG, which combines state of the art techniques in Artificial Intelligence including continuous Double Deep Q-Learning, Policy Gradient, and Actor Critic. The model is so strong that for the first time in our courses, we are able to solve the most challenging virtual AI applications (training an ant/spider and a half humanoid to walk and run across a field).
To approach this model the right way, we structured the course in three parts:
Part 1: Fundamentals
In this part we will study all the fundamentals of Artificial Intelligence which will allow you to understand and master the AI of this course. These include Q-Learning, Deep Q-Learning, Policy Gradient, Actor-Critic and more.
Part 2: The Twin-Delayed DDPG Theory
We will study in depth the whole theory behind the model. You will clearly see the whole construction and training process of the AI through a series of clear visualization slides. Not only will you learn the theory in details, but also you will shape up a strong intuition of how the AI learns and works. The fundamentals in Part 1, combined to the very detailed theory of Part 2, will make this highly advanced model accessible to you, and you will eventually be one of the very few people who can master this model.
Part 3: The Twin-Delayed DDPG Implementation
We will implement the model from scratch, step by step, and through interactive sessions, a new feature of this course which will have you practice on many coding exercises while we implement the model. By doing them you will not follow passively the course but very actively, therefore allowing you to effectively improve your skills. And last but not least, we will do the whole implementation on Colaboratory, or Google Colab, which is a totally free and open source AI platform allowing you to code and train some AIs without having any packages to install on your machine. In other words, you can be 100% confident that you press the execute button, the AI will start to train and you will get the videos of the spider and humanoid running in the end.

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 Complete Data Analysis with Pandas : Hands-on Pandas Python - Learn in demand skill Pandas, Sci-kit Learn, Numpy For Data Science & Machine Learning : Seaborn | MatplotLib | Python

JOIN OTHER 40,000 SUCCESSFUL STUDENTS WHO HAVE ALREADY ENROLLED & MASTERED PYTHON & PANDAS SKILLS (DATA ANALYSIS LIBRARY) WITH ONE OF MY BEST SELLING, TOP RATED COURSE.

Hi, I am Ankit, one of the Best Selling author on Udemy, taught various courses on Data Science, Python, Pandas, PySpark, Model Deployment.

By the end of this course, you will able to apply all majority of Data analysis function on various different datasets with built in function available in pandas. Analysis techniques like exploratory data analysis, data transformation, data wrangling, time series data analysis, analysis through visualization and many more. Carry on reading to know more about course.

The era of Microsoft Excel is going to be over, so would you like to learn the next generation one of the most powerful data processing tool and in demand skill required for data analyst, data scientist and data engineer. Then this course is for you, welcome to the course on data analysis with python’s most powerful data processing library Pandas.

What you’ll learn

• Update your resume with one of the in demand skill : Data analysis Pandas
• Setting up Python in anaconda environment
• Refresh Python basics with crash course
• Learn Most demanded python data analysis library : Pandas
• Three important data structure of pandas : Series, Data Frame, Panel
• Learn how to analyse one, two and three dimensional data
• How to group Data for analysis
• How to deal with Text Data with Pandas Functions
• Analyse data having multiple level index.
• Array and Matrix manipulation Library NumPy
• Master pandas with quizzes.
• Data Visualization Matplotlib and Seaborn Library
• Importing data from various different kinds of sources
• Complete Machine Learning work flow implementation with Scikit-learn

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 Getting Started with HashiCorp Consul 2023 (w Hands-On Labs) - Learn how to deploy and integrate Consul while preparing for the HashiCorp Certified: Consul Associate certification

This course includes free access to live, hands-on labs to learn and complete tasks throughout the course. This course is designed with two main objectives in mind, to teach the basics of HashiCorp Consul, as well as arm folks with the knowledge to pass the Consul Associate exam. Although the course was designed around the (9) Consul Associate exam objectives, the course goes over a wealth of Consul topics to get even the most novice person up to speed with Consul. And hey, if you’re already working with Consul, you might learn some stuff as well.

This course includes almost 70 lectures, 20+ lab sessions, and test questions for each lecture. I also include access to the slides, Mindmaps of each objective, lab guides to follow along, and tons of external links. There is even a final practice exam that includes exam-like questions to test your knowledge. Videos are available in 1080p.

Best Seller Course: Kubernetes CKS 2023 Complete Course – Theory – Practice

What you’ll learn

• Understand the use cases and architecture of a Consul environment
• Includes access to LIVE HANDS-ON LABS to complete tasks through the course
• How to use Consul to enable and support dynamic infrastructure
• Learn alongside a HASHICORP AMBASSADOR who has consulted on Vault for over 5 years
• How to enable network automation to eliminate load balancers for east/west traffic
• Real-world examples and includes FREE access to HANDS-ON LABS to practice on your own
• Built by an AUTHORIZED HASHICORP INSTRUCTOR for Consul, Vault, and Terraform

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 Time Series Analysis in Python 2023 Course

Time Series Analysis in Python: Theory, Modeling: AR to SARIMAX, Vector Models, GARCH, Auto ARIMA, Forecasting

Welcome to Time Series Analysis in Python! The big question in taking an online course is what to expect. And we’ve made sure that you are provided with everything you need to become proficient in time series analysis. We start by exploring the fundamental time series theory to help you understand the modeling that comes afterwards.

Then throughout the course, we will work with a number of Python libraries, providing you with a complete training. We will use the powerful time series functionality built into pandas, as well as other fundamental libraries such as NumPy, matplotlib, StatsModels, yfinance, ARCH and pmdarima.

Best Seller Course: 100 Days of Code: The Complete Python Pro Bootcamp for 2023

What you’ll learn

• Differentiate between time series data and cross-sectional data.
• Understand the fundamental assumptions of time series data and how to take advantage of them.
• Transforming a data set into a time-series.
• Start coding in Python and learn how to use it for statistical analysis.
• Carry out time-series analysis in Python and interpreting the results, based on the data in question.
• Examine the crucial differences between related series like prices and returns.
• Comprehend the need to normalize data when comparing different time series.
• Encounter special types of time series like White Noise and Random Walks.
• Learn about “autocorrelation” and how to account for it.
• Learn about accounting for “unexpected shocks” via moving averages.
• Discuss model selection in time series and the role residuals play in it.
• Comprehend stationarity and how to test for its existence.
• Acknowledge the notion of integration and understand when, why and how to properly use it.
• Realize the importance of volatility and how we can measure it.
• Forecast the future based on patterns observed in the past.

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 Deep Learning with TensorFlow 2.0 [2023] - Build Deep Learning Algorithms with TensorFlow 2.0, Dive into Neural Networks and Apply Your Skills in a Business Case

Created by 365 Careers | 6 hours on-demand video course

Data scientists, machine learning engineers, and AI researchers all have their own skillsets. But what is that one special thing they have in common? They are all masters of deep learning. We often hear about AI, or self-driving cars, or the ‘algorithmic magic’ at Google, Facebook, and Amazon. But it is not magic – it is deep learning. And more specifically, it is usually deep neural networks – the one algorithm to rule them all.

What you’ll learn

• Gain a Strong Understanding of TensorFlow – Google’s Cutting-Edge Deep Learning Framework
• Build Deep Learning Algorithms from Scratch in Python Using NumPy and TensorFlow
• Set Yourself Apart with Hands-on Deep and Machine Learning Experience
• Grasp the Mathematics Behind Deep Learning Algorithms
• Understand Backpropagation, Stochastic Gradient Descent, Batching, Momentum, and Learning Rate Schedules
• Know the Ins and Outs of Underfitting, Overfitting, Training, Validation, Testing, Early Stopping, and Initialization
• Competently Carry Out Pre-Processing, Standardization, Normalization, and One-Hot Encoding

Recommended Course

Excel for Data Science and Machine Learning

Linear Algebra and Feature Selection in Python 

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 Customer Analytics in Python 2023 - Beginner and Advanced Customer Analytics in Python: PCA, K-means Clustering, Elasticity Modeling & Deep Neural Networks

Created by 365 Careers, 365 Iliya Valchanov | 5 hours on-demand video course

Data science and Marketing are two of the key driving forces that help companies create value and stay on top in today’s fast-paced economy. Welcome to Customer Analytics in Python – the place where marketing and data science meet! This course is the best way to distinguish yourself with a very rare and extremely valuable skillset.

This course is packed with knowledge, covering some of the most exciting methods used by companies, all implemented in Python. Since Customer Analytics is a broad topic, we have created 5 different parts to explore various sides of the analytical process. Each of them will have their strong sides and shortcomings. We will explore both sides of the coin for each part, while making sure to provide you with nothing but the most important and relevant information!

What you’ll learn

• Master beginner and advanced customer analytics
• Learn the most important type of analysis applied by mid and large companies
• Gain access to a professional team of trainers with exceptional quant skills
• Wow interviewers by acquiring a highly desired skill
• Understand the fundamental marketing modeling theory: segmentation, targeting, positioning, marketing mix, and price elasticity;
• Apply segmentation on your customers, starting from raw data and reaching final customer segments;
• Perform K-means clustering with a customer analytics focus;
• Apply Principal Components Analysis (PCA) on your data to preprocess your features;
• Combine PCA and K-means for even more professional customer segmentation;
• Deploy your models on a different dataset;
• Learn how to model purchase incidence through probability of purchase elasticity;
• Model brand choice by exploring own-price and cross-price elasticity;
• Complete the purchasing cycle by predicting purchase quantity elasticity
• Carry out a black box deep learning model with TensorFlow 2.0 to predict purchasing behavior with unparalleled accuracy
• Be able to optimize your neural networks to enhance results
• 
  

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 How Make Money with Artificial Intelligence Generated Image

Learn how to generate images using artificial intelligence and potential business ideas around this technology

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• Create basic SQL Queries
• Create advanced SQL Queries
• Create Left, Right, Inner and Full Outer joins
• Create new tables, alter existing tables in Databases
• Normalize Databases
• Understand database design
• Understand first, second and third normal form schemas

• Created by Dr. Ryan Ahmed, Ph.D., MBA, Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team, Mitchell Bouchard
• English [Auto]

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Description
Artificial Intelligence (AI) revolution is here! The technology is progressing at a massive scale and is being widely adopted in the Healthcare, defense, banking, gaming, transportation and robotics industries.
Machine Learning is a subfield of Artificial Intelligence that enables machines to improve at a given task with experience. Machine Learning is an extremely hot topic; the demand for experienced machine learning engineers and data scientists has been steadily growing in the past 5 years. According to a report released by Research and Markets, the global AI and machine learning technology sectors are expected to grow from $1.4B to $8.8B by 2022 and it is predicted that AI tech sector will create around 2.3 million jobs by 2020.
The purpose of this course is to provide students with knowledge of key aspects of machine learning regression techniques in a practical, easy and fun way. Regression is an important machine learning technique that works by predicting a continuous (dependant) variable based on multiple other independent variables. Regression strategies are widely used for stock market predictions, real estate trend analysis, and targeted marketing campaigns.
The course provides students with practical hands-on experience in training machine learning regression models using real-world dataset. This course covers several technique in a practical manner, including:
· Simple Linear Regression
· Multiple Linear Regression
· Polynomial Regression
· Logistic Regression
· Decision trees regression
· Ridge Regression
· Lasso Regression
· Artificial Neural Networks for Regression analysis
· Regression Key performance indicators
The course is targeted towards students wanting to gain a fundamental understanding of machine learning regression models. Basic knowledge of programming is recommended. However, these topics will be extensively covered during early course lectures; therefore, the course has no prerequisites, and is open to any student with basic programming knowledge. Students who enroll in this course will master machine learning regression models and can directly apply these skills to solve real world challenging problems.

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