Topics: AI | Data Science | Data Visualization | Deep Learning | Machine Learning | NLP | Python | R | Statistics

KDnuggets Home » News » 2015 » Oct » Courses, Education » Best Data Science Online Courses ( 15:n33 )

Best Data Science Online Courses

  http likes 271

The number of online data science courses have exploded in recent years and there courses for any needs. Here is a extensive list of free and paid courses from Coursera, DataCamp, Dataquest, edX, Udacity, Udemy, and other major providers.



Data Science in General



You can approach learning on Dataquest in two ways: 1. you can choose one of three tracks for a more directed study, or you can pick any particular course and begin learning that topic. Dataquest focuses on teaching Data Science using Python, and the first lesson in each course is free.

Price: $35/month (for both tracks and courses)


Data Scientist


  1. Python Introduction
  2. Data Analysis and Visualization
  3. Statistics and Linear Algebra
  4. Machine Learning
  5. Advanced Python and Computer Science
  6. Advanced Topics in Data Science

Data Analyst


  1. Introduction to Python
  2. Python Applications
  3. Intermediate Python and Pandas
  4. Probability and Statistics



At only $25 per month for access to all courses, Datacamp is a very affordable way to get started with Data Science. Datacamp has four different tutorial blocks that take you through many different chapters.Price: $25/month


Introduction to R

Data Analysis and Statistical Inference

  • Introduction to R
  • Introduction to data
  • Probability
  • Foundations for inference: Sampling distributions
  • Foundations for inference: Confidence intervals
  • Inference for numerical data
  • Inference for categorical data
  • Introduction to linear regression
  • Multiple linear regression

Intro to Computational Finance with R

  • Return calculations
  • Random variables and probability distributions
  • Bivariate distributions
  • Simulating time series data
  • Analyzing stock returns
  • Constant expected return model
  • Introduction to portfolio theory
  • Computing efficient portfolios using matrix algebra

R for Pharmaceutical Analysis (Coming soon)

Sign Up

By subscribing you accept KDnuggets Privacy Policy