You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
A collection of my data science articles published in Towards Data Science and Towards AI.
on Medium to stay connected and get updates on all my contents and posts.
Title
Article
Repo
Transformers, can you rate the complexity of reading passages? [πππ Deep Dives] Fine-tuning RoBERTa with PyTorch to predict reading ease of text excerpts
Advanced Techniques for Fine-tuning Transformers [β€οΈβ€οΈβ€οΈ Popular] Learn these advanced techniques and see how they can help improve results
AWS Certified Machine Learning β Specialty Tips and suggestions on how to prepare and pass the exam
Building a Product Recommendation Engine with AWS SageMaker Learn how to build and train a personalized recommender engine with Amazon SageMaker Factorization Machines
Mastering Dynamic Programming [πππ Deep Dives] Understanding the fundamentals and knowing when and how to apply this optimization technique
Mastering Dynamic Programming II Manual tabulation and workout is a great way to start grokking, analyzing, and spotting patterns, as well as strengthening our understanding and intuitions
Product Quantization for Similarity Search [βοΈβοΈβοΈ TDS Editors' Pick] How to compress and fit a humongous set of vectors in memory for similarity search with asymmetric distance computation (ADC)
Similarity Search with IVFPQ [βοΈβοΈβοΈ TDS Editors' Pick] Find out how the inverted file index (IVF) is implemented alongside product quantization (PQ) for a fast and efficient approximate nearest neighbor search
IVFPQ + HNSW for Billion-scale Similarity Search [πππ Deep Dives] The best indexing approach for billion-sized vector datasets
Lucene Inside Outβ-βDealing With Integer Encoding and Compression [πππ Deep Dives] Delve into PackedInts, VInt, FixedBitSet, and RoaringDocIdSet (Roaring Bitmaps)
About
A collection of my data science articles published in Towards Data Science and Towards AI.