Statistics & Probability Courses and Certifications

Structural Equation Model and its Applications | 结构方程模型及其应用 (粤语)

25 ratings at Coursera

系统介绍结构方程模型及LISREL软件应用,涵盖基本概念、统计原理、社会科学研究应用、常用模型及程序、结果解释和模型评价,适合具备基础统计知识的学习者。

• Coursera
• 14 hours 7 minutes
• On-Demand
• Paid Course

Associate Data Scientist in Python

27 ratings at DataCamp

Learn data science in Python, from data manipulation to machine learning. This track provides the skills needed to succeed as a data scientist!

• DataCamp
• 3 days 18 hours
• On-Demand
• Free Trial Available

Associate Data Analyst in SQL

39 ratings at DataCamp

Gain the SQL skills you need to query a database, analyze the results, and become a SQL proficient Data Analyst. No prior coding experience required!

• DataCamp
• 1 day 15 hours
• On-Demand
• Free Trial Available

Sampling in Python

69 ratings at DataCamp

Learn to draw conclusions from limited data using Python and statistics. This course covers everything from random sampling to stratified and cluster sampling.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Python Data Fundamentals

28 ratings at DataCamp

Grow your data skills, discover how to manipulate and visualize data, and apply advanced analytics to make data-driven decisions.

• DataCamp
• 1 day 4 hours
• On-Demand
• Free Trial Available

Data Analyst in Python

32 ratings at DataCamp

Develop your data analytics skills in Python. Gain the data analyst skills to manipulate, analyze, and visualize data. No coding experience required!

• DataCamp
• 1 day 12 hours
• On-Demand
• Free Trial Available

Sampling in R

45 ratings at DataCamp

Master sampling to get more accurate statistics with less data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Introduction to Regression with statsmodels in Python

40 ratings at DataCamp

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis with statsmodels in Python.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Exploratory Data Analysis in R

22 ratings at DataCamp

Learn how to use graphical and numerical techniques to begin uncovering the structure of your data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Intermediate Data Visualization with ggplot2

27 ratings at DataCamp

Learn to use facets, coordinate systems and statistics in ggplot2 to create meaningful explanatory plots.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Data Analyst in R

20 ratings at DataCamp

From exploratory data analysis with dplyr to data visualization with ggplot2—gain the career-building R skills you need to succeed as a data analyst!

• DataCamp
• 1 day 12 hours
• On-Demand
• Free Trial Available

Introduction to Statistics in Google Sheets

15 ratings at DataCamp

Learn how to leverage statistical techniques using spreadsheets to more effectively work with and extract insights from your data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Bayesian Data Analysis in Python

19 ratings at DataCamp

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Associate Data Scientist in R

Learn how to use R for data science, from data manipulation to machine learning. Gain the career-building skills you need to succeed in data science!

• DataCamp
• 3 days 16 hours
• On-Demand
• Free Trial Available

Data Literacy Professional

From understanding to data storytelling - gain valuable Data Literacy Skills to tackle the toughest data challenges.

• DataCamp
• 15 hours
• On-Demand
• Free Trial Available