advanced-ml-specialization

Advanced Machine Learning Specialization

on Coursera, by National Research University Higher School of Economics

These are my solutions for the exercises in the Advanced Machine Learning Specialization. All the code base, images etc have been taken from the specialization, unless specified otherwise.

Courses

1. Introduction to Deep Learning - (notebook)
   • Week 1
     • Linear models and optimization - (notebook)
   • Week 2
     • Tensorflow task - (notebook)
     • Keras task - (notebook)
     • my1stNN - (notebook)
2. How to Win a Data Science Competition: Learn from Top Kagglers
3. Bayesian Methods for Machine Learning
4. Introduction to Reinforcement Learning
5. Deep Learning in Computer Vision
6. Natural Language Processing
7. Addressing Large Hadron Collider Challenges by Machine Learning