Software

1. The SOLID Principles of Object-Oriented Programming
2. DRY,KISS
3. PEP-8
4. Important Software Design Patterns, Queue-Based Load Leveling pattern
5. SOA
6. Micro-services: 1, 2, 3
7. Polyglot programming
8. Message Queuing Protocol: AMQP, wire-level protocol, Publish–subscribe pattern
9. Topic Modeling and Latent Dirichlet Allocation(LDA) study resource
10. Clean Code: 1, 2, 3, Python-Clean-Code-1, Python-Clean-Code-2,Clean Code - Uncle Bob - Series

NLP/ ML

1. Latent Semantic Analysis (LSA)

2. Bag of Words/Concept/Narratives study resource

   

   Evolution of NLP Systems
3. tf-idf
4. n-gram(0/1/2/3/n-gram)
5. Transfer Learning