Michał Oleszak – Medium

Michał Oleszak

Pinned

Published in

TDS Archive

Self-Supervised Learning in Computer Vision

How to train models with only a few labeled examples

Jan 29, 2023

Self-Supervised Learning in Computer Vision

Jan 29, 2023

Pinned

Published in

TDS Archive

Designing RAGs

A guide to Retrieval-Augmented Generation design choices.

Mar 14, 2024

Designing RAGs

Mar 14, 2024

Pinned

Published in

TDS Archive

Evaluating Large Language Models

How do you know how good your LLM is? A complete guide.

Jan 14, 2024

Evaluating Large Language Models

Jan 14, 2024

Published in

TDS Archive

Transformers Key-Value (KV) Caching Explained

Speed up your LLM inference

Dec 11, 2024

Transformers Key-Value (KV) Caching Explained

Dec 11, 2024

Published in

TDS Archive

Reinforcement Learning from Human Feedback (RLHF) for LLMs

An ultimate guide to the crucial technique behind Large Language Models

Sep 23, 2024

Reinforcement Learning from Human Feedback (RLHF) for LLMs

Sep 23, 2024

Published in

Towards AI

Adversarial Machine Learning: Defense Strategies

Know thine enemy and protect your machine learning systems.

Jul 19, 2024

Adversarial Machine Learning: Defense Strategies

Jul 19, 2024

Published in

Towards AI

Zero-Shot and Few-Shot Learning with LLMs

Guidelines for optimal use.

Apr 18, 2024

Zero-Shot and Few-Shot Learning with LLMs

Apr 18, 2024

Published in

TDS Archive

Detecting Concept Shift: Impact on Machine Learning Performance

When should I retrain my model?

Jan 16, 2024

Detecting Concept Shift: Impact on Machine Learning Performance

Jan 16, 2024

Published in

Towards AI

Building a Recommender for Implicit Feedback Data

Provide personalized recommendations without knowing your users.

Sep 4, 2023

Building a Recommender for Implicit Feedback Data

Sep 4, 2023

Published in

TDS Archive

Organizing a Machine Learning Monorepo with Pants

Streamline your ML workflow management

Aug 18, 2023

Organizing a Machine Learning Monorepo with Pants

Aug 18, 2023

Michał Oleszak

Michał Oleszak

ML Engineer & Manager | Top Writer in AI & Statistics | michaloleszak.com | Book 1:1 @ stan.store/michaloleszak

Help

Status

About

Careers

Press

Blog

Privacy

Rules

Terms

Text to speech