Shaw Talebi

Fine-tuning Large Language Models (LLMs) | w/ Example Code

Independent Component Analysis (ICA) | EEG Analysis Example Code

How to Build Data Pipelines for ML Projects (w/ Python Code)

Python QuickStart for People Learning AI [Mini-Course]

How to Make a Data Science Portfolio With GitHub Pages (2024)

How to Create a Custom Email Signature in Gmail (2024)

How to learn Causal Inference with

How to Build an LLM from Scratch | An Overview

How to Deploy ML Solutions with FastAPI, Docker, & AWS

Local LLM Fine-tuning on Mac (M1 16GB)

An Introduction to Decision Trees | Gini Impurity & Python Code

How to Improve LLMs with RAG (Overview + Python Code)

The OpenAI (Python) API | Introduction & Example Code

QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code)

Time Series, Signals, & the Fourier Transform | Introduction

Text Embeddings, Classification, and Semantic Search (w/ Python Code)

How I'd Learn Data Science (if I could start over)

Multimodal AI: LLMs that can see (and hear)

Principal Component Analysis (PCA) | Introduction & Example (Python) Code

5 AI Projects You Can Build This Weekend (with Python)

I Trained FLUX.1 on My Face (Python + Replicate Guide)

I Was Wrong About AI Consulting (what I learned)

Pareto, Power Laws, and Fat Tails

PCA explained in 60 seconds

Dimensionality Reduction & Segmentation with Decision Trees | Python Code

Compressing Large Language Models (LLMs) | w/ Python Code

Automating Data Pipelines with Python & GitHub Actions [Code Walkthrough]

AI for Business: A (non-technical) introduction

The REALITY of entrepreneurship.

How to learn anything

2 Types of Data You Should Know

The Wavelet Transform | Introduction & Example Code

Why You Need to “Play”

I Spent $675.92 Talking to Top Data Scientists on Upwork—Here’s what I learned

How to Build ML Solutions (w/ Python Code Walkthrough)

5 Questions Every Data Scientist Should Hardcode into Their Brain

AI Explained in 60 Seconds

How to Train LLMs to "Think" (o1 & DeepSeek-R1)

The Hugging Face Transformers Library | Example Code + Chatbot UI with Gradio

Data Science Explained in 60 Seconds

The Mapper Algorithm | Overview & Python Example Code

Persistent Homology | Introduction & Python Example Code

An Introduction to AI Agents (for 2025)

Causal Effects via Regression w/ Python Code

Model Context Protocol (MCP) Explained in 20 Minutes

Fine-Tuning BERT for Text Classification (w/ Example Code)

4 Ways to Measure Fat Tails with Python (+ Example Code)