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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

★★★★★
\$2,799.00
\$389.00
in stock
Udemy.com
as of May 20, 2023 1:13 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

★★★★★
\$3,399.00
\$399.00
in stock
Udemy.com
as of May 20, 2023 1:13 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

★★★★★
\$2,799.00
\$389.00
in stock
Udemy.com
as of May 20, 2023 1:13 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

★★★★★
\$2,799.00
\$389.00
in stock
Udemy.com
as of May 20, 2023 1:13 pm

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

Created by: Sandeep Kumar, ­ Quality Gurus Inc.
Experienced Quality Director • Six Sigma Coach • 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

★★★★★
\$2,799.00
\$389.00
in stock
Udemy.com
as of May 20, 2023 1:13 pm

Learn Python from Basics • Descriptive, Inferential Statistics • Plots for Data Visualization • Data Science

Created by: Sandeep Kumar, ­ Quality Gurus Inc.
Experienced Quality Director • Six Sigma Coach • 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

★★★★★
\$1,299.00
\$389.00
in stock
Udemy.com
as of May 20, 2023 1:13 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

★★★★★
\$3,399.00
\$399.00
in stock
Udemy.com
as of May 20, 2023 1:13 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 don’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 Google’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
• You’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-Z™

★★★★★
\$2,799.00
\$389.00
in stock
Udemy.com
as of May 20, 2023 1:13 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

★★★★★
\$2,799.00
\$389.00
in stock
Udemy.com
as of May 20, 2023 1:13 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

★★★★★
\$2,799.00
\$389.00
in stock
Udemy.com
as of May 20, 2023 1:13 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 \$389.00
• The lowest price of Statistics for Data Science and Business Analysis was obtained on May 20, 2023 1:13 pm.

## Written by Robert Lobo

Robert is an IT specialist who has worked in the computer industry for more than two decades. He has programmed, architected, and is now writing about, computer technology. His niches include networking, cloud, security, and blockchain.