Learning Data Science and Bioinformatics:
MOOCS:
MOOCS:
Starting Out:
Starting Out:
- Introduction to Computer Science (free on Udacity!)
- Basic Command Line (free on Udacity!)
- Programming Foundations with Python (free on Udacity!)
Fundamentals of Analysis
Fundamentals of Analysis
- Intro to Data Analysis using Python (free on Udacity!)
- Data Analysis with R (free on Udacity!)
- Data Scientist's ToolBox (Coursera specialization free on GitHub!)
Statistical Analysis
Statistical Analysis
- Introduction to Statistics (free on Udacity!)
- Introduction to Descriptive Statistics (free on Udacity!)
Learning from Data
Learning from Data
R
R
Python
Python
- Python courses on Coursera
- Python programming tutorials
- More Python programming tutorials
- Python Bootcamp
Comprehensive Curricula
Comprehensive Curricula
Videos:
Videos:
Data Science
Data Science
Computer Science
Computer Science
- How Computers Work (khanacademy videos)
- Algorithms (khanacademy videos)
- Various Topics (khanacademy videos)
- CS dojo (youtube channel) -- programming and python-specific basics
Statistics
Statistics
Math
Math
Doing Data Science/Bioinformatics well:
Doing Data Science/Bioinformatics well:
Online resource websites
Online resource websites
Computational Notebooks:
Computational Notebooks: