Example Code

How to Build (Custom) AI Agents with MCP

14K views · 2025-10-05 14:01:19

How to Deploy AI Apps with Streamlit, Docker, and Hugging Face

15K views · 2025-09-21 08:00:28

How to Improve AI Apps with (Automated) Evals

4K views · 2025-06-22 15:00:06

How to Improve LLM Apps with Error Analysis

3K views · 2025-06-15 15:00:13

How to Evaluate (and Improve) Your LLM Apps

11K views · 2025-03-17 12:00:01

Fine-tuning LLMs on Human Feedback (RLHF + DPO)

24K views · 2025-03-03 13:00:58

I Fine-tuned FLUX.1 on My Face (and how you can too)

5K views · 2025-02-08 18:10:05

How to Build Customer Segments with AI (Real-World Use Case)

5K views · 2025-02-03 18:00:00

How to Build a Resume Optimizer with AI (Code Walkthrough)

12K views · 2024-12-26 20:39:24

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

21K views · 2024-05-30 15:41:30

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

96K views · 2024-05-18 15:24:22

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

12K views · 2024-05-11 15:00:08

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

30K views · 2024-05-03 12:40:43

3 Ways to Make a Custom AI Assistant | RAG, Tools, & Fine-tuning

44K views · 2024-02-05 00:44:32

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

566K views · 2023-10-01 20:19:38

Prompt Engineering: How to Trick AI into Solving Your Problems

46K views · 2023-09-26 22:38:42

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

113K views · 2023-08-10 19:48:23

The OpenAI (Python) API | Introduction & Example Code

80K views · 2023-07-28 15:24:51

Dimensionality Reduction & Segmentation with Decision Trees | Python Code

1K views · 2023-03-18 23:34:38

10 Decision Trees are Better Than 1 | Random Forest & AdaBoost

2K views · 2023-03-03 14:22:24

An Introduction to Decision Trees | Gini Impurity & Python Code

6K views · 2023-02-18 17:30:14

Causal Effects via Regression w/ Python Code

7K views · 2023-01-14 15:08:23

Causal Effects via Propensity Scores | Introduction & Python Code

14K views · 2022-10-14 13:37:55

Persistent Homology | Introduction & Python Example Code

25K views · 2022-06-16 13:50:15

The Mapper Algorithm | Overview & Python Example Code

20K views · 2022-06-03 10:02:25

Topological Data Analysis (TDA) | An introduction

32K views · 2022-05-21 19:15:28

Causal Discovery | Inferring causality from observational data

14K views · 2021-10-26 13:23:44

Causal Inference | Answering causal questions

14K views · 2021-10-15 22:02:16

Independent Component Analysis (ICA) | EEG Analysis Example Code

58K views · 2021-03-17 14:53:33

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

11K views · 2021-02-22 19:39:27

The Wavelet Transform | Introduction & Example Code

34K views · 2020-12-21 00:24:45

The Fast Fourier Transform | How does it (actually) work?

5K views · 2020-12-04 01:10:36

Time Series, Signals, & the Fourier Transform | Introduction

8K views · 2020-11-15 20:41:53