Learning Types in Machine Learning

Demystifying Transformer Models: Unveiling the Magic of Natural Language Processing

Scaling Llama 2 (7 - 70B) Fine-tuning on Multi-Node GPUs with Ray on Databricks

Scaling up fine-tuning and batch inferencing of LLMs such as Llama 2 (including 7B, 13B, and 70B variants) across multiple nodes without having to worry about the complexity of distributed systems.

Structured Data from LLMs — Langchain and Pydantic Output Parser

Demystifying AI and Machine Learning

Offering a beginner-friendly explanation of what AI and machine learning are and their practical applications

Momentum-based Gradient Descent

Adaptive Optimization in Machine Learning

Context Window in LLMs

Fine Tuning LLMs for Code/Query Generation or Summarisation

Machine Learning vs. Programming

the essential machine learning and programming concepts

Top Python Libraries for Machine Learning

Some core libraries that make it easy to develop models and algorithms