Statistical Inference

34 reviews

Learn practical statistical inference techniques from Johns Hopkins University. Understand different modes and theories of inference to make informed choices in data analysis. 4 weeks long.

• Coursera
• 54 hours
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Science

9 reviews

Master data science with Johns Hopkins University's 48-week online course. Learn to manipulate data sets, create visualizations, and build a data product using real-world data.

• Coursera
• 48 weeks, 7 hours a week
• On-Demand
• Paid Course
• 11 courses

Regression Models

33 reviews

Learn regression analysis, least squares, and inference using regression models. Explore ANOVA, ANCOVA, model selection, and scatterplot smoothing. Offered by Johns Hopkins University. 4 weeks long.

• Coursera
• 54 hours
• On-Demand
• Free Online Course (Audit)

Data Science Math Skills

12 reviews

Duke University's 4-week course equips learners with fundamental math skills essential for data science. Topics include set theory, algebra, probability, and more. Ideal for beginners.

• Coursera
• 13 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Probability and Statistics in Data Science using Python

32 reviews

Using Python, learn statistical and probabilistic approaches to understand and gain insights from data.

• edX
• 10 weeks, 10-12 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Python

16 reviews

Master the basics of data analysis with Python in just four hours. This online course will introduce the Python interface and explore popular packages.

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

Bertelsmann;  Figure Eight;  IBM;  Insight;  Kaggle;  Starbucks Microcredential

Data Scientist

11 reviews

Gain practical data science skills with Bertelsmann's 17-week course. Learn to build machine learning models, run data pipelines, design experiments, and deploy solutions to the cloud.

• Udacity
• 4 months 1 week 2 days
• On-Demand
• Paid Course

Intro to Data Science

13 reviews

Explore foundational data science topics including data manipulation, analysis, visualization, and big data handling in this 8-week course. Part of the Data Analyst Nanodegree.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Data Science: Visualization

5 reviews

Harvard's 8-week course on data visualization and exploratory data analysis using R and ggplot2. Learn to communicate data-driven findings, detect flaws, and advance your career.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science: Machine Learning

36 ratings at edX

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.

• edX
• 8 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to R

8 reviews

Master the basics of data analysis in R, including vectors, lists, and data frames, and practice R with real data sets.

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

Data Science: Probability

31 ratings at edX

Learn probability theory -- essential for a data scientist -- using a case study on the financial crisis of 2007-2008.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Data Science: Wrangling

18 ratings at edX

Harvard's 8-week course teaches data wrangling in R, including importing, tidying, string processing, HTML parsing, and text mining, for 1-2 hours weekly.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Fundamentals of Qualitative Research Methods

138 reviews

Learn the fundamentals of Qualitative Research Methods, developing a qualitative research question and get data using interviews, focus groups and analyse the data in this course by Yale University

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Data Science: Inference and Modeling

20 ratings at edX

Learn inference and modeling, two of the most widely used statistical tools in data analysis.

• edX
• 8 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)