10最好的统计学教程推荐

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特写 iPhone，显示 Udemy 应用程序和带笔记本的笔记本电脑有数以千计的在线课程和课程可以帮助您提高 统计学 技能并获得 统计学 证书。

在这篇博客文章中，我们的专家汇总了 10 个精选列表 最好的 统计学 课程, 现在在线提供的教程、培训计划、课程和认证。

我们只包括那些符合我们高质量标准的课程。我们花了很多时间和精力来为您收集这些。这些课程适合所有级别的初学者、中级学习者和专家。

以下是这些课程以及它们为您提供的内容！

10最好的统计学教程推荐

课程名 在校生（人数） 评论（计数）
1. Statistics for Data Science and Business Analysis 我们的最佳选择 150018+ 32673+
2. Statistics with R – Beginner Level 122264+ 1495+
3. Become a Probability & Statistics Master 68694+ 9358+
4. Statistics for Business Analytics and Data Science A-Z™ 55630+ 9958+
5. Python for Statistical Analysis 52536+ 2407+
6. Workshop in Probability and Statistics 30219+ 4074+
7. Probability and Statistics for Business and Data Science 28398+ 5387+
8. Statistics for Data Analysis Using Excel 2016 19873+ 4620+
9. “Complete & Practical SAS, Statistics & Data Analysis Course” 10523+ 1672+
10. Beginner Statistics for Data Analytics – Learn the Easy Way! 7635+ 2159+

1. Statistics for Data Science and Business Analysis 经过 “365 Careers, 365 Careers Team” Udemy课程 我们的最佳选择

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

截至目前，超过 150018+ 人们已经注册了这门课程，而且已经结束了 32673+ 评论.

课程内容
“Introduction
Sample or population data?
The fundamentals of descriptive statistics
Measures of central tendency, asymmetry, and variability
Practical example: descriptive statistics
Distributions
Estimators and estimates
Confidence intervals: advanced topics
Practical example: inferential statistics
Hypothesis testing: Introduction
Hypothesis testing: Let’s start testing!
Practical example: hypothesis testing
The fundamentals of regression analysis
Subtleties of regression analysis
Assumptions for linear regression analysis
Dealing with categorical data
Practical example: regression analysis
Bonus lecture”

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2. Statistics with R – Beginner Level 经过 Bogdan Anastasiei Udemy课程

Basic statistical analyses using the R program

截至目前，超过 122264+ 人们已经注册了这门课程，而且已经结束了 1495+ 评论.

课程内容
Introduction
Data Manipulation in R
Descriptive Statistics
Creating Frequency Tables and Cross Tables
Building Charts
Checking Assumptions
Performing Univariate Analyses
Course Materials

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3. Become a Probability & Statistics Master 经过 Krista King Udemy课程

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

截至目前，超过 68694+ 人们已经注册了这门课程，而且已经结束了 9358+ 评论.

课程内容
Getting started
Visualizing data
Analyzing data
Data distributions
Probability
Discrete random variables
Sampling
Hypothesis testing
Regression
Final exam and wrap-up

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4. Statistics for Business Analytics and Data Science A-Z™ 经过 “Kirill Eremenko, Ligency I Team, Ligency Team” Udemy课程

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

截至目前，超过 55630+ 人们已经注册了这门课程，而且已经结束了 9958+ 评论.

课程内容
Welcome to the course
Distributions
Central Limit Theorem
Hypothesis Testing / Statistical Significance
Advanced Hypothesis Testing
Bonus Lectures

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5. Python for Statistical Analysis 经过 “Samuel Hinton, Kirill Eremenko, Ligency I Team, Ligency Team” Udemy课程

Master applied Statistics with Python by solving real-world problems with state-of-the-art software and libraries

截至目前，超过 52536+ 人们已经注册了这门课程，而且已经结束了 2407+ 评论.

课程内容
Introduction
Exploring Data Analysis
Characterising
Probability
Hypothesis Testing
Conclusion

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6. Workshop in Probability and Statistics 经过 George Ingersoll Udemy课程

This workshop will teach you the fundamentals of statistics in order to give you a leg up at work or in school.

截至目前，超过 30219+ 人们已经注册了这门课程，而且已经结束了 4074+ 评论.

课程内容
Basic Probability and Terminology
Joint and Conditional Probability
Bayes’ Rule & Random Variables
Probability Distributions
The Normal Distribution
Joint Random Variables
Sampling
Hypothesis Testing
Simple Linear Regression
Multiple Regression
Decision Analysis
Section 12: Summary Assessment

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7. Probability and Statistics for Business and Data Science 经过 Jose Portilla Udemy课程

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

截至目前，超过 28398+ 人们已经注册了这门课程，而且已经结束了 5387+ 评论.

课程内容
Introduction
Data
Probability
Distributions
Statistics
Analysis of Variance (ANOVA)
Regression
Chi-Square Analysis
BONUS SECTION: THANK YOU!

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8. Statistics for Data Analysis Using Excel 2016 经过 “Sandeep Kumar, ­ Quality Gurus Inc.” Udemy课程

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

截至目前，超过 19873+ 人们已经注册了这门课程，而且已经结束了 4620+ 评论.

课程内容
Statistics Introduction and Definitions
Basics of Statistics and Microsoft Excel
Descriptive Statistics
Data Visualization
Basic Probability Concepts
Probability Distributions
Hypothesis Testing
ANOVA – Analysis of Variance
Goodness of Fit and Contingency Table
Correlation and Linear Regression
Conclusion

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9. “Complete & Practical SAS, Statistics & Data Analysis Course” 经过 Shenggang Li Udemy课程

“A complete guide and use cases study for job seekers and beginners — start career in SAS, Statistics and Data science”

截至目前，超过 10523+ 人们已经注册了这门课程，而且已经结束了 1672+ 评论.

课程内容
“Introduction
SAS environment and basic concepts
Get started SAS programming
Input and output raw data
Manipulate data by data step programming
Control flow in SAS
SAS data step functions
Use cases study (1)
Other SAS features in data step programming
Use cases study (2)
Browse, sort and combine data
Data processing and analysis
Data management
SAS SQL
Use cases study (3)
Produce statistical report
Create professional report
Data and statistical analysis
SAS Macro
Use case study (4)
Home work Solution”

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10. Beginner Statistics for Data Analytics – Learn the Easy Way! 经过 Joseph @ Wisdify Udemy课程

“Learn the fundamentals of statistics and regression analysis in an easy, fun way! No background in stats necessary”

截至目前，超过 7635+ 人们已经注册了这门课程，而且已经结束了 2159+ 评论.

课程内容
Introduction
The Fundamentals of Statistics
A Deeper Dive into Descriptive Statistics
Inferential Statistics & Estimates
Intro to Regression Analysis
Creating and Understanding a Regression
Conclusion

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下面是一些关于学习的常见问题统计学

学习统计学需要多长时间？

“学习统计学需要多长时间”这个问题的答案是。 . .这取决于。每个人都有不同的需求，每个人都在不同的场景下工作，所以一个人的答案可能与另一个人的答案完全不同。

考虑这些问题：你想学习 统计学 是为了什么？你的出发点在哪里？您是初学者还是有使用 统计学 的经验？你能练习多少？每天1小时？每周40小时？ 查看本课程关于 统计学.

统计学 学起来容易还是难？

不，学习 统计学 对大多数人来说并不难。检查这个 关于如何学习的课程 统计学 立刻！

如何快速学习统计学？

学习 统计学 最快的方法是先得到这个 统计学 课程, 然后尽可能练习你学到的任何东西。即使每天只有 15 分钟的练习。一致性是关键.

在哪里学习 统计学？

如果您想探索和学习 统计学，那么 Udemy 为您提供了学习 统计学 的最佳平台。查看此 关于如何学习的课程 统计学 立刻！