📈Implementing Linear Regression Using Numpy

Polars Series: Everything to know about Drop and Null | Episode 2

Polars Series: Getting Started with the Basics | Episode 1

Floating Point Numbers 101: Basics, Normalization, and FP32 Explained

When to Use TF-IDF vs BM25: A General Guide

BM25 Algorithm: Overcoming the Limitations of TF-IDF

TF-IDF Explained Simply: Understanding Text Analysis | Understanding Tf-Idf

DSPy | Programming On Foundation Models | RAG | MultiHop-Search | CoT

System Design Basics: Back Of The Envelope Estimation

System Design Basics: Logging, Metrics, and Automation

System Design Basics: Database Scaling

System Design Basics: Message Queue

System Design Basics: Data Centers

System Design Basics: Stateless vs Stateful Applications

System Design Basics: Content Delivery Network

System Design Basics: Cache

System Design Basics: Load Balancing & Database Replication

System Design Basics: Database, Server, and Scaling

RAG: Retrieval Augmented Generation | Things to know while building RAG systems

Embedding Quantization Using Sentence Transformers: Speed Up Retrievel & Reduce Latency and Cost.

Fine-Tuning Wav2Vec2 using HuggingFace | Audio Classification

Agents With Multiple Tools | Cohere and Langchain

Evaluating Summarization With Cohere | Completeness, Conciseness, and Correctness

NLU Techniques | Language Understanding Using Cohere and UMAP

Building ChatBot using Streamlit and cohere | Step-by-step Guide to building chatbot