Data Science Certifications

  1. Microsoft Professional Program for Artificial Intelligence
  2. IBM Data Science Professional Certificate

Data Science Interview Preparation

  1. Comprehensive Data Science and Machine Learning Guide
  2. 109 Data Science Interview Questions and Answers for 2019
  3. Data Science Interview Guide
  4. 21 Must-Know Data Science Interview Questions and Answers
  5. Data Science Question Answer
  6. 10 Essential ML Interview Questions
  7. Most Asked AI/ML Interview Questions in India

Resume Tips

  1. 7-Step Guide to Making Your Data Science Resume Stand Out
  2. How to Write the Perfect Data Scientist Resume

Online Courses

  1. Machine Learning Crash Course by Google
  2. Fast.ai courses (ML, DL Part 1, DL Part 2)

Blogs

  1. Analytics Vidya
  2. Kaggle
  3. KD Nuggets
  4. Machine Learning Mastery
  5. Analytics India Magazine
  6. Towards Data Science on Medium

Data Science Competetions

  1. Kaggle
  2. CrowdAnalytix
  3. Driven Data
  4. Analytics Vidya

Books

  1. Hands-on machine learning with scikit-learn and tensorflow
  2. Think Stats
  3. Introduction to Statistical Learning
  4. The Elements of Statistical Learning
  5. Machine Learning by Kevin P. Murphy
  6. Machine Learning Yearning
  7. Building Data Science Teams by DJ Patil