Courses

RECOMMENDED COURSE

Big Data and Applications in the Cloud
Description: Spark, large scale data storage, big data streaming, graph processing, machine learning
Cost: $49/month (after 7 days of free trial)
Duration (Approx.): 4 weeks

 

Math Statistics Python
  • Intro to Python for Data Science (DataCamp)
  • Complete Python Bootcamp (Udemy)
  • Introduction of Comp Sci & Programming Using Python (edx)
  • Python Beyond the Basics - Object-Oriented Programming (Udemy)
R Big Data & Cloud Computing SQL Machine Learning Deep Learning & Neural Network Computer Science Experiment Design Visualization
  • Data Visualization and Communication with Tableau (Coursera, Duke)
  • Data Visualization and D3.js (Udacity)
Time Series Analysis
  • Time Series Forecasting (Udacity)
Python
  • Python Tutorial (org)
  • Learn Python the Hard Way (free book)
Bash  Data Mining
  • Stanford CS246 Mining of Massive Dataset (free book)
Statistics  Machine Learning  Deep Learning & Neural Network
  • Deep Learning by Ian Goodfellow (free book)
Natural Language Processing
  • Natural Language Processing with Python (free book)
 Product Sense
  • Lean Analytics (Amazon)
  • Cracking the PM Interview (Amazon)
Coding Practices
 Data Science
  • Analytics Vidhya (blog)
  • R Bloggers (web)
  • KDnuggets (blog)
  • Kaggle official blog (blog)
  • Dataquest (blog)
  • Data Tau News (news)
 Company Engineering / Data Science Blogs
  • AWS Big Data Blog (blog)
  • Airbnb Engineering & Data Science Blog (blog)
  • Google Cloud Big Data & Machine Learning Blog (blog)
  • Twitter Engineering Blog (blog)
  • Cloudera Blog (blog)
  • Databricks Blog (blog)

Please note: These are courses recommended by your peers; they have NOT been verified by WiBD (unless specifically stated in the recommended course section).

 

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  • Anybody else doing the Machine Learning Course by Andrew Ng on Coursera ? Would love to set up a slack group and work each week together to keep us on track. Please reply here.

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