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# Best Statistics Courses on Udemy

In this post, I will share some of the best Statistics courses available on Udemy for Programmers and Software Engineers. In the first section, you will find a quick list, and in the next section, each course is described in detail. Please have a look:

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Are you interested in learning more about Statistics courses? Check out the details below to see which Statistics course is right for you.

## Best Statistics Courses on Udemy

### Become a Probability & Statistics Master

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\$3,499.00
\$449.00
in stock
Udemy.com
as of January 27, 2023 12:25 pm

Learn everything from Probability & Statistics, then test your knowledge with 600+ practice questions

Created by: Krista King
Rating:4.68 (9633reviews)     71005students enrolled

### What Will I Learn?

• Visualizing data, including bar graphs, pie charts, venn diagrams, histograms, and dot plots
• Analyzing data, including mean, median, and mode, plus range and IQR and box-and-whisker plots
• Data distributions, including mean, variance, and standard deviation, and normal distributions and z-scores
• Probability, including union vs. intersection and independent and dependent events and Bayes' theorem
• Discrete random variables, including binomial, Bernoulli, Poisson, and geometric random variables
• Sampling, including types of studies, bias, and sampling distribution of the sample mean or sample proportion, and confidence intervals
• Hypothesis testing, including inferential statistics, significance level, type I and II errors, test statistics, and p-values
• Regression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE, and chi-square

### Requirements

• You should be comfortable with arithmetic (addition, subtraction, multiplication, division) of whole numbers.
• You should be comfortable with basic algebraic operations and simple equation solving.
• You'll only need simple arithmetic and algebra to solve these probability and statistics problems, so if you have that simple foundation, you'll be well prepared for this course.

### Target audience

• Current probability and statistics students, or students about to start probability and statistics who are looking to get ahead
• Homeschool parents looking for extra support with probability and statistics
• Anyone who wants to study math for fun after being away from school for a while

### Statistics for Data Science and Business Analysis

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\$3,499.00
\$449.00
in stock
Udemy.com
as of January 27, 2023 12:25 pm

Statistics you need in the office: Descriptive & Inferential statistics, Hypothesis testing, Regression analysis

Created by: 365 Careers
Creating opportunities for Data Science and Finance students
Created by: 365 Careers Team
Creating opportunities for Business & Finance students
Rating:4.59 (34026reviews)     155652students enrolled

### What Will I Learn?

• Understand the fundamentals of statistics
• Learn how to work with different types of data
• How to plot different types of data
• Calculate the measures of central tendency, asymmetry, and variability
• Calculate correlation and covariance
• Distinguish and work with different types of distributions
• Estimate confidence intervals
• Perform hypothesis testing
• Make data driven decisions
• Understand the mechanics of regression analysis
• Carry out regression analysis
• Use and understand dummy variables
• Understand the concepts needed for data science even with Python and R!

### Requirements

• Absolutely no experience is required. We will start from the basics and gradually build up your knowledge. Everything is in the course.
• A willingness to learn and practice

### Target audience

• People who want a career in Data Science
• People who want a career in Business Intelligence
• Individuals who are passionate about numbers and quant analysis
• Anyone who wants to learn the subtleties of Statistics and how it is used in the business world
• People who want to start learning statistics
• People who want to learn the fundamentals of statistics

### Probability and Statistics for Business and Data Science

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\$3,099.00
\$449.00
in stock
Udemy.com
as of January 27, 2023 12:25 pm

Learn how to apply probability and statistics to real data science and business applications!

Created by: Jose Portilla
Head of Data Science at Pierian Training
Rating:4.65 (5569reviews)     29227students enrolled

### What Will I Learn?

• Understand the basics of probability
• Be able to implement basic statistics
• Understand how to use various statistical distributions
• Apply statistical methods and hypothesis testing to business problems
• Understand how regression models work
• Implement one way and two way ANOVA
• Understand Chi Squared Tests
• Be able to understand different types of data

### Requirements

• Paper and Pencil to take notes
• Optional: Excel or Python to run simulations

### Target audience

• Someone interested in learning how to apply probability and statistics to business or data science

### Statistics for Data Analysis Using Excel 2016

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\$3,099.00
\$449.00
in stock
Udemy.com
as of January 27, 2023 12:25 pm

Plain & Simple Lessons on Descriptive & Inferential Statistics Theory With Excel Examples for Business & Six Sigma

Created by: Sandeep Kumar, Â­ Quality Gurus Inc.
Experienced Quality Director â€¢ Six Sigma Coach â€¢ Consultant
Rating:4.53 (4780reviews)     20434students enrolled

### What Will I Learn?

• You will learn Descriptive and Inferential Statistics with the help of simple but practical examples.
• You will learn to use the power of Microsoft Excel to perform statistical calculations for you. No need to remember long formulas and equations.
• You will understand statistics from basic to advance level to solve business problems using Microsoft Excel.
• You will learn to make sense out of vast amount of data around you, to make fact based decisions.

### Requirements

• You should have some basic understanding of Microsoft Excel.

### Target audience

• Business managers and data analysts who are trying make decision based on data and facts
• Six Sigma Green and Black Belt professionals using MS Excel to conduct statistical analysis

### Statistics for Data Analysis Using Python

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\$3,099.00
\$449.00
in stock
Udemy.com
as of January 27, 2023 12:25 pm

Learn Python from Basics â€¢ Descriptive, Inferential Statistics â€¢ Plots for Data Visualization â€¢ Data Science

Created by: Sandeep Kumar, Â­ Quality Gurus Inc.
Experienced Quality Director â€¢ Six Sigma Coach â€¢ Consultant
Created by: Abhin Chhabra
Senior Software Engineer
Rating:4.6 (705reviews)     5721students enrolled

### What Will I Learn?

• Python from basics - No prior knowledge required
• Statistics from basics - No prior knowledge required
• You will first learn the basic statistical concepts, followed by application of these concepts using Python. This course is a nice combination of theory and practice.
• Inferential Statistics - One and two sample z, t, Chi Square, F Tests, ANOVA and more.
• Descriptive Statistics - Mean, Mode, Median, Standard Deviation, Variance and Interquartile Range
• Probability Distributions - Normal, Binomial and Poisson

### Requirements

• Basic school level mathematics will be helpful.

### Target audience

• Anyone who want to use statistics to make fact based decisions.
• Anyone who wants to learn Python for career in data science.
• Anyone who thinks Statistics is confusing and wants to learn it in plain and simple language.

### Introduction to Statistics

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\$799.00
\$449.00
in stock
Udemy.com
as of January 27, 2023 12:25 pm

Learn the fundamentals of statistics

Created by: Splice Data
Data Analyst
Rating:4.63 (144reviews)     1484students enrolled

### What Will I Learn?

• Learn the fundamentals of statistics
• Finding means, medians, and modes
• Calculating standard deviation
• Understanding probability

### Requirements

• basic understanding of mathematics

### Target audience

• Anyone interested in learning basic statistics
• Professionals interested in understanding statistics
• Students

### The Data Science Course 2022: Complete Data Science Bootcamp

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\$3,499.00
\$449.00
in stock
Udemy.com
as of January 27, 2023 12:25 pm

Complete Data Science Training: Mathematics, Statistics, Python, Advanced Statistics in Python, Machine & Deep Learning

Created by: 365 Careers
Creating opportunities for Data Science and Finance students
Created by: 365 Careers Team
Creating opportunities for Business & Finance students
Rating:4.63 (113963reviews)     535564students enrolled

### What Will I Learn?

• The course provides the entire toolbox you need to become a data scientist
• Fill up your resume with in demand data science skills: Statistical analysis, Python programming with NumPy, pandas, matplotlib, and Seaborn, Advanced statistical analysis, Tableau, Machine Learning with stats models and scikit-learn, Deep learning with TensorFlow
• Impress interviewers by showing an understanding of the data science field
• Learn how to pre-process data
• Understand the mathematics behind Machine Learning (an absolute must which other courses donâ€™t teach!)
• Start coding in Python and learn how to use it for statistical analysis
• Perform linear and logistic regressions in Python
• Carry out cluster and factor analysis
• Be able to create Machine Learning algorithms in Python, using NumPy, statsmodels and scikit-learn
• Use state-of-the-art Deep Learning frameworks such as Googleâ€™s TensorFlowDevelop a business intuition while coding and solving tasks with big data
• Unfold the power of deep neural networks
• Improve Machine Learning algorithms by studying underfitting, overfitting, training, validation, n-fold cross validation, testing, and how hyperparameters could improve performance
• Warm up your fingers as you will be eager to apply everything you have learned here to more and more real-life situations

### Requirements

• No prior experience is required. We will start from the very basics
• Youâ€™ll need to install Anaconda. We will show you how to do that step by step
• Microsoft Excel 2003, 2010, 2013, 2016, or 365

### Target audience

• You should take this course if you want to become a Data Scientist or if you want to learn about the field
• This course is for you if you want a great career
• The course is also ideal for beginners, as it starts from the fundamentals and gradually builds up your skills

### Statistics for Business Analytics and Data Science A-Zâ„¢

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\$3,499.00
\$449.00
in stock
Udemy.com
as of January 27, 2023 12:25 pm

Learn The Core Stats For A Data Science Career. Master Statistical Significance, Confidence Intervals And Much More!

Created by: Kirill Eremenko
Data Scientist
Created by: Ligency I Team
Helping Data Scientists Succeed
Created by: Ligency Team
Helping Data Scientists Succeed
Rating:4.53 (10088reviews)     56490students enrolled

### What Will I Learn?

• Understand what a Normal Distribution is
• Understand standard deviations
• Explain the difference between continuous and discrete variables
• Understand what a sampling distribution is
• Understand the Central Limit Theorem
• Apply the Central Limit Theorem in practice
• Apply Hypothesis Testing for Means
• Apply Hypothesis Testing for Proportions
• Use the Z-Score and Z-Tables
• Use the t-Score and t-Tables
• Understand the difference between a normal distribution and a t-distribution
• Understand and apply statistical significance
• Create confidence intervals
• Understand the potential pitfalls of overusing p-Values

### Requirements

• Just a basic knowledge of high school maths

### Target audience

• Anybody who wants to master stats for business analytics
• Anybody who wants to learn stats from the ground up
• Anybody who wants to get hands-on experience with stats

### Master statistics & machine learning: intuition, math, code

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\$3,499.00
\$449.00
in stock
Udemy.com
as of January 27, 2023 12:25 pm

A rigorous and engaging deep-dive into statistics and machine-learning, with hands-on applications in Python and MATLAB.

Created by: Mike X Cohen
Neuroscientist, writer, professor
Rating:4.69 (1436reviews)     16038students enrolled

### What Will I Learn?

• Descriptive statistics (mean, variance, etc)
• Inferential statistics
• T-tests, correlation, ANOVA, regression, clustering
• The math behind the "black box" statistical methods
• How to implement statistical methods in code
• How to interpret statistics correctly and avoid common misunderstandings
• Coding techniques in Python and MATLAB/Octave
• Machine learning methods like clustering, predictive analysis, classification, and data cleaning

### Requirements

• Good work ethic and motivation to learn.
• Previous background in statistics or machine learning is not necessary.
• Python -OR- MATLAB with the Statistics toolbox (or Octave).
• Some coding familiarity for the optional code exercises.
• No textbooks necessary! All materials are provided inside the course.

### Target audience

• Students taking statistics or machine learning courses
• Professionals who need to learn statistics and machine learning
• Scientists who want to understand their data analyses
• Anyone who wants to see "under the hood" of machine learning
• Artificial intelligence (AI) students

### Statistics & Mathematics for Data Science & Data Analytics

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\$3,199.00
\$449.00
in stock
Udemy.com
as of January 27, 2023 12:25 pm

Learn the statistics & probability for data science and business analysis

Created by: Nikolai Schuler
Data Scientist and BI Consultant
Rating:4.55 (1006reviews)     5740students enrolled

### What Will I Learn?

• Master the fundamentals of statistics for data science & data analytics
• Master descriptive statistics & probability theory
• Machine learning methods like Decision Trees and Decision Forests
• Probability distributions such as Normal distribution, Poisson Distribution and more
• Hypothesis testing, p-value, type I & type II error
• Logistic Regressions, Multiple Linear Regression, Regression Trees
• Correlation, R-Square, RMSE, MAE, coefficient of determination and more

### Requirements

• Absolutely no previous experience required. We will learn everything right from the basics and then work our way up step by step
• Eagerness and motivation to learn

### Target audience

• Anybody that wants to master statistics & probabilities for data science & data analysis
• Anybody who wants to pursue a career in Data Science
• Professionals and students who want to understand the necessary statistics for data analysis

## Price Statistics

• All prices mentioned above are in United States dollar.
• This product is available at Udemy.
• At udemy.com you can purchase Become a Probability & Statistics Master for only \$449.00
• The lowest price of Become a Probability & Statistics Master was obtained on January 27, 2023 12:25 pm.