397 тысяч подписчиков
109 видео
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
Time Series, Signals, & the Fourier Transform | Introduction
How to Improve LLMs with RAG (Overview + Python Code)
How to Manage Data Science Projects
Local LLM Fine-tuning on Mac (M1 16GB)
ML Foundations for AI Engineers (in 34 Minutes)
Pareto, Power Laws, and Fat Tails
3 Ways to Make a Custom AI Assistant | RAG, Tools, & Fine-tuning
AI for Business: A (non-technical) introduction
Text Embeddings, Classification, and Semantic Search (w/ Python Code)
QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code)
Automating Data Pipelines with Python & GitHub Actions [Code Walkthrough]
The Wavelet Transform | Introduction & Example Code
Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python)
Model Context Protocol (MCP) Explained in 20 Minutes
A Practical Introduction to Large Language Models (LLMs)
The Mapper Algorithm | Overview & Python Example Code
Persistent Homology | Introduction & Python Example Code
Fine-tuning LLMs for Tool Use (w/ Example Code)
Claude Skills Explained in 23 Minutes
The Hugging Face Transformers Library | Example Code + Chatbot UI with Gradio
Fine-tuning LLMs on Human Feedback (RLHF + DPO)
How to Build a Notion AI Agent (in 18 minutes)
An Introduction to Decision Trees | Gini Impurity & Python Code
How to Improve LLMs with Tools (ft. OpenAI Agents SDK)
How to Build a Python Tutor with Claude Code (Output Styles)
How I Code with Python, Cursor, and Claude Code
5 AI Projects You Can Build This Weekend (with Python)
My AI Development Setup (From Scratch)
How to Deploy AI Apps with Streamlit, Docker, and Hugging Face
uv: The Fastest Way to Install (and Use) Python
Smoothing Crypto Time Series with Wavelets | Real-world Data Project
Causal Effects via Regression w/ Python Code
Why You Need to “Play”
Compressing Large Language Models (LLMs) | w/ Python Code
5 Questions Every Data Scientist Should Hardcode into Their Brain
How to Automate Anything with Claude Skills (4-Step Framework)
Multimodal Embeddings: Introduction & Use Cases (with Python)
4 Ways to Measure Fat Tails with Python (+ Example Code)
LLMs EXPLAINED in 60 seconds
Principal Component Analysis (PCA) | Introduction & Example (Python) Code
How to Build ML Solutions (w/ Python Code Walkthrough)
