Showing posts with label AP Statistics. Show all posts
Showing posts with label AP Statistics. Show all posts

The Online AP Statistics Course

Friday, February 4, 2022

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The Online AP Statistics Course - 
The Online AP Statistics Course places an emphasis on challenging problem-solving questions and concise video lectures.

Rhomi Tutoring

New

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What you'll learn
  • Learn to choose which methods for collecting or analyzing data
  • Learn to describe patterns, trends, associations, and relationships in data
  • Learn to use probability and simulation to describe probability distributions and define uncertainty in statistical inference
  • Learn to use statistical reasoning to draw conclusions

Description
Hello everyone!

My name is Sunny and I've been a Statistics tutor for the past 4 years. You may know me from the maker of The Online AP Chemistry Course. As a 5-scorer on the AP Statistics Exam myself, I've invested hundreds of hours in tutoring dozens of students in their AP coursework. In 2019 I started RhomiTutoring, which provides online 1-on-1 tutoring to students around the world. AP Statistics can be a particularly difficult subject for students who are unfamiliar with statistical topics. While it is a "mathematical" subject, you will quickly find that statistics is as much about inference and probability as it is about finding the objective "right answer". At present, there are many educational videos you can find on AP Statistics but few are structured in such a way that follows a detailed curriculum, and the vast majority don't provide practice problems to students. Or worse, the practice problems are simply not of the difficulty that would be needed to achieve a 5.



That's why this course was designed to have an emphasis on problem sets. It contains 6 broad topics, with each topic containing quizzes, lectures and 40+ exercises, along with hours of lectures and several problem sets.

1. Data Analysis

2. Normal Curves and Z-scores

3. Scatterplots, Correlation, and Relationships

4. Probability

5. Sampling and Confidence Intervals

6. Acids and Bases







The Online AP Statistics Course is not associated or endorsed by Collegeboard in any way.

Who this course is for:
  • Individuals looking to learn statistics, with an emphasis on Collegeboard's AP Curriculum

Posted by free courses at February 04, 2022

Probability and Statistics for Business and Data Science

Wednesday, February 2, 2022

Probability and Statistics for Business and Data Science
Free Coupon Discount - Probability and Statistics for Business and Data Science, Learn how to apply probability and statistics to real data science and business applications!

4.4 (1,970 ratings), Created by Jose Portilla, English [Auto-generated], French [Auto-generated], 5 more

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Description
Welcome to Probability and Statistics for Business and Data Science!

In this course we cover what you need to know about probability and statistics to succeed in business and the data science field!

This practical course will go over theory and implementation of statistics to real world problems. Each section has example problems, in course quizzes, and assessment tests.

We’ll start by talking about the basics of data, understanding how to examine it with measurements of central tendency, dispersion, and also building an understanding of how bivariate data sources can relate to each other.

Afterwards we’ll dive into probability , learning about combinations and permutations, as well as conditional probability and how to apply bayes theorem.

Then we’ll move on to discussing the most common distributions found in statistics, creating a solid foundation of understanding how to work with uniform, binomial, poisson, and normal distributions.

Up next we’ll talk about statistics, applying what we’ve learned so far to real world business cases, including hypothesis testing and the student's T distribution.

We’ll end the course with 3 sections on advanced topics, such as ANOVA (analysis of variance), understanding regression analysis, and finally performing chi squared analysis.

The sections are modular and organized by topic, so you can reference what you need and jump right in!

Our course includes HD Video with clear explanations and high quality animations, we also include extensive case studies to show you how to apply this knowledge to the real world.

We'll cover everything you need to know about statistics and probability to clearly tackle real world business and data science problems!

Including: 

Measurements of Data

Mean, Median, and Mode

Variance and Standard Deviation

Co-variance and Correlation

Permutations and Combinations

Unions and Intersections

Conditional Probability

Bayes Theorem

Binomial Distribution

Poisson Distribution

Normal Distribution

Sampling

Central Limit Theorem

Hypothesis Testing

T-Distribution Testing

Regression Analysis

ANOVA

Chi Squared

and much more!

Not only do you get great technical content, but you’ll also have access to our online QA forums as well as our student chat channel. Where the TAs and myself are happy to help out with any questions you encounter! Upon finishing this course you’ll receive a certificate of completion you can post on your linkedin profile to show off to your colleagues, or even potential employers!

All of this content comes with a 30 day money back guarantee, so you can try out the course risk free!



So what are you waiting for? Enroll today and we'll see you inside the course!

Who this course is for:
Someone interested in learning how to apply probability and statistics to business or data science

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Posted by free courses at February 02, 2022

Statistics & Applied Data Science - Business Data Analysis

Friday, November 8, 2019

Online Courses Udemy - Statistics & Applied Data Science - Business Data Analysis, Data Science, Statistics : Data Science from Scratch for Beginners : Data Analysis Techniques, Method Course : Analytics | BESTSELLER, 4.9 (162 ratings), Created by Mahmoud Ali, English [Auto-generated]

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Description
270+ video lectures include real life practical projects and examples for people need to learn statistics for Machine learning and Data Analysis  .

Do you like jobs in data analysis and data science ? 
Do you like jobs in Machine learning ?
Do you like jobs in Marketing analyst ?
Do you like jobs in Business analysis and business intelligence ?

All of these jobs above need learning STATISTICS .



Who prepared this course material ?

This course material is prepared from highly experienced engineers worked in a leader companies like Microsoft , Facebook and google .

After hard working from five months ago we created +270 Lectures/Articles to cover everything related to practical statistics .      
In no time with simple and easy way you will learn and love  statistics .
We stress in this course to make it very spontaneous to make all students love statistics . 



Who's teaching you in this course ?

My name is Mahmoud , i'm senior consultant and system analyst engineer  i worked for many projects related to expert Systems and artificial intelligence .
Also i worked as Tutor and consultant trainer with a leader international companies located in USA and UK .

I spent over five  months  of hard working to create +270 lectures/Articles  with high quality  to make all students enjoy and love  statistics .    
I'm sharing a lot of practical experience from my own work with you in this  course .





What is my final goal after my students enroll in this course ? 

My final goal is to make all students and engineers  love practical statistics .
My big challenge in this course is to make it professional course at the same time it should be very easy and simple for all People .
Therefore you will notice that i used a lot of  graphics and imaginary ideas to make you LOVE DATA ANALYSIS    



What is course contents ?

Starting with FAQ related to interview questions in your career .

What is after data analysis ?

Descriptive statistics with collection of important quizzes and examples .

Normal distribution and standard normal  in details using Z table .

Sampling distribution with practical simulation apps and answering of important technical questions . 

Confidence level and Confidence interval .

what is t distribution ? ( with examples )

What is DEGREE OF FREEDOM ? ( with examples ) 

One tail  and two tail in Confidence level .

Awesome Projects and examples like :

How Mr. Genie helped us to find all fishes in the sea ?

Mr. Genie power versus statistics power

The double edged sword of statistics

Help fisherman to catch Tuna using sampling distribution

Ice Cola example with student's t distribution .

Estimation of goals in premier league ( using confidence interval ) .

TAKE YOUR BREATH BEFORE HYPOTHESIS TESTING

One sample mean t test .

Two sample mean t test .

Null hypothesis and alternative hypothesis .

What is P value ?

How to calculate P value using manual and direct method ?

Two mini stories for TWO PROJECTS  related to hypothesis testing 

Project one is how Sarah used "one sample mean  t test" for Ice Cola factory  to prove that her brother Ibrahim is innocent ?

Project two how Sarah used "two sample mean t test" for Ice Cola factory to help her brother Ibrahim to increase Ice Cola sales in winter ?

... more and more

.... and more and more course contents



#data-science #data #science #data_science #statistics-for-data-science #data_analysis#data-analysis#data #science #analysis #analytics #beginners #techniques #methods #machine-learning#statistics

Who this course is for:

  • People searching about jobs in data analysis and data science
  • People searching about jobs in marketing analyst
  • People searching about jobs in business analysis and business intelligence
  • Business managers and business directors
  • practical statistics in data analysis
  • Anyone needs to learn statistics from beginner to advanced level .
  • Statistics for data science
  • Statistics for data analysis
  • Marketing analyst
  • AP statistics
  • Machine learning
  • beginner in business intelligence
  • data science
  • Hypothesis testing


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Posted by free courses at November 08, 2019
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