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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:

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

★★★★★
$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
Your geeky, trusty math tutor
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

★★★★★
$3,499.00
$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
  • Business analysts
  • Business executives
  • 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

★★★★★
$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

★★★★★
$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, ­ 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

★★★★★
$3,099.00
$449.00
 in stock
Udemy.com
as of January 27, 2023 12:25 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.
  • You will need to download and install Python on your PC or laptop.

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

★★★★★
$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

★★★★★
$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 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
  • Apply your skills to real-life business cases
  • 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™

★★★★★
$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

★★★★★
$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
  • Business intelligence students

Statistics & Mathematics for Data Science & Data Analytics

★★★★★
$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.

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