video_id stringlengths 11 11 | title stringlengths 32 89 | thumbnail_url stringlengths 48 48 | title_neg stringlengths 32 89 |
|---|---|---|---|
LRLH_yIxHrI | Why I Quit My $150,000 Data Science Job | Context Engineering Explained (5 Practical Tips) | |
w-Ml3NivoFo | How to Build (Custom) AI Agents with MCP | Why Conflict Is Good & How You Can Use It | |
V1BR2tb_e8g | My AI Development Setup (From Scratch) | The Wavelet Transform | Introduction & Example Code | |
4RAvJt3fWoI | 3 Ways to Make a Custom AI Assistant | RAG, Tools, & Fine-tuning | Causal Effects via Regression w/ Python Code | |
enBm0jLXLZ4 | GitHub for AI Engineers (beginner-friendly guide) | Multi-kills: How to Do More With Less (no, not by multi-tasking) | |
Ot2c5MKN_-w | Multimodal AI: LLMs that can see (and hear) | I Have 90 Days to Make $10k/mo—Here's my plan | |
8z-WPpP1_-8 | AI for Business: A (non-technical) introduction | How to Deploy ML Solutions with FastAPI, Docker, & AWS | |
sNa_uiqSlJo | Text Embeddings, Classification, and Semantic Search (w/ Python Code) | 4 Skills You Need to Be a Full-Stack Data Scientist | |
4QHg8Ix8WWQ | Fine-Tuning BERT for Text Classification (w/ Example Code) | How to Manage Data Science Projects | |
zKHSpwayPBU | Context Engineering Explained (5 Practical Tips) | Why I Quit My $150,000 Data Science Job | |
5ezFcy9CIWE | Persistent Homology | Introduction & Python Example Code | I Was Wrong About AI Consulting (what I learned) | |
bZr2vhoXSy8 | I Fine-tuned FLUX.1 on My Face (and how you can too) | Dimensionality Reduction & Segmentation with Decision Trees | Python Code | |
tFHeUSJAYbE | A Practical Introduction to Large Language Models (LLMs) | Prompt Engineering: How to Trick AI into Solving Your Problems | |
rPUytg38b6Q | The Fast Fourier Transform | How does it (actually) work? | ML Foundations for AI Engineers (in 34 Minutes) | |
ayGdRbMDZcU | How to Improve AI Apps with (Automated) Evals | How to Create a Custom Email Signature in Gmail (2025) | |
G72pJMcYBns | How to Monetize Your AI Skills (outside a 9–5) | Persistent Homology | Introduction & Python Example Code | |
BGZu6WxevoM | How Much YouTube Paid Me in My First 6 Months of Monetization (as a Data Science Creator) | LLM in a Loop: Automate feedback with evals | |
N3vHJcHBS-w | Model Context Protocol (MCP) Explained in 20 Minutes | How to Be Antifragile | 7 Practical Tips | |
tufdEUSjmNI | Causal Discovery | Inferring causality from observational data | How to Improve AI Apps with (Automated) Evals | |
3PIqhdRzhxE | Local LLM Fine-tuning on Mac (M1 16GB) | 3 Reasons Businesses Should NOT Use AI | |
-5c1KO-JF_s | Smoothing Crypto Time Series with Wavelets | Real-world Data Project | 30 AI Engineering Terms Explained (in Plain English) | |
MX7ymkYGiZ0 | The Wavelet Transform | Introduction & Example Code | 5 AI Projects You Can Build This Weekend (with Python) | |
hugQUr4VwRA | How to Solve Problems with AI (not just use it) | My First $10,000 Month (as an entrepreneur) | |
Dke017sUIkE | My First $10,000 Month (as an entrepreneur) | How to Solve Problems with AI (not just use it) | |
Ylz779Op9Pw | How to Improve LLMs with RAG (Overview + Python Code) | How to Build Customer Segments with AI (Real-World Use Case) | |
O72uByJlnMw | Causal Effects via Regression w/ Python Code | How to Solve Problems with Text Embeddings and ML (Dallas AI - Summer School 2025) | |
OmNVB3ff98s | Shit Happens, Stay Solution Oriented | How to Build a Notion AI Agent (in 18 minutes) | |
nPQkBGf55YA | 30 AI Buzzwords Explained (in 22 Minutes) | QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) | |
YOvxh_ma5qE | Multimodal Embeddings: Introduction & Use Cases (with Python) | How to Improve LLM Apps with Error Analysis | |
m19FqRrmvIE | Why Conflict Is Good & How You Can Use It | I Built an AI App in 4 days... here's how. | |
ZLbVdvOoTKM | How to Build an LLM from Scratch | An Overview | An Introduction to Decision Trees | Gini Impurity & Python Code | |
bNmC_N4X1lk | How to Solve Problems with Text Embeddings and ML (Dallas AI - Summer School 2025) | I Fine-tuned FLUX.1 on My Face (and how you can too) | |
ZaY5_ScmiFE | An Introduction to AI Agents (for 2025) | Shit Happens, Stay Solution Oriented | |
czvVibB2lRA | The OpenAI (Python) API | Introduction & Example Code | I Spent $716.46 Talking to Data Scientists on Upwork—Here’s what I learned. | |
QxLXhE1fxc4 | uv: The Fastest Way to Install (and Use) Python | Causal Inference | Answering causal questions | |
-AA0xw5xeQU | 5 AI Projects For People in a Hurry (w/ Python) | I Was Wrong About YouTube (what I learned) | |
03x2oYg9oME | How to Manage Data Science Projects | Multimodal Embeddings: Introduction & Use Cases (with Python) | |
INlCLmWlojY | I Was Wrong About AI Consulting (what I learned) | Automating Data Pipelines with Python & GitHub Actions [Code Walkthrough] | |
Nm_mmRTpWLg | LLM Workflows: From Automation to AI Agents (with Python) | Time Series, Signals, & the Fourier Transform | Introduction | |
e3p9-hYxwSQ | How I’d Learn AI in 2025 (if I could start over) | Fine-tuning LLMs for Tool Use (w/ Example Code) | |
i6yd-mezhro | What I Learned Launching an AI SaaS (in 30 days) | Pareto, Power Laws, and Fat Tails | |
baxaZI_j71I | 3 Reasons Businesses Should NOT Use AI | Fine-tuning Large Language Models (LLMs) | w/ Example Code | |
Z6CmuVEi7QY | How I'd Learn Data Science (if I could start over) | How to Improve LLMs with Tools (ft. OpenAI Agents SDK) | |
hOLBrIjRAj4 | Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python) | 5 Reasons Why Every Data Scientist Should Consider Freelancing | |
RveLjcNl0ds | How to Train LLMs to "Think" (o1 & DeepSeek-R1) | Smoothing Crypto Time Series with Wavelets | Real-world Data Project | |
U9XDqQmV1Hc | How to Build Your 1st MCP Server with Python (AgentCon Dallas - 2025) | Causal Effects via DAGs | How to Handle Unobserved Confounders | |
GgLaP4Des1Q | Independent Component Analysis (ICA) | EEG Analysis Example Code | An Introduction to AI Agents (for 2025) | |
bbVoDXoPrPM | Fine-tuning LLMs on Human Feedback (RLHF + DPO) | My $100,000+ Data Science Resume (what got me hired) | |
sxvyBxLVvKs | How to Communicate Effectively (as a Data Scientist) | How to Deploy AI Apps with Streamlit, Docker, and Hugging Face | |
PWpNWGBKr5A | 7 Skills I Had to Learn to Make $100k/yr (as a solo founder) | 4 Ways to Measure Fat Tails with Python (+ Example Code) | |
Y7pNmocrmi8 | Multimodal RAG: A Beginner-friendly Guide (with Python Code) | How to Monetize Your AI Skills (outside a 9–5) | |
XpoKB3usmKc | QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code) | 3 AI Use Cases (that are not a chatbot) | |
6m82mLNDCyg | How to Be Antifragile | 7 Practical Tips | Python QuickStart for People Learning AI [Mini-Course] | |
6VcXukJuGA0 | LLM in a Loop: Automate feedback with evals | How to Make a Data Science Portfolio With GitHub Pages (2025) | |
982V2ituTdc | How to Improve LLM Apps with Error Analysis | The Fast Fourier Transform | How does it (actually) work? | |
B6a64wdD7Zs | An Introduction to Decision Trees | Gini Impurity & Python Code | What I Learned Launching an AI SaaS (in 30 days) | |
dejZzJIZdow | Causal Effects via the Do-operator | Overview & Example | How to Build Data Pipelines for ML Projects (w/ Python Code) | |
uItWjWjH_Rs | How I (Vibe) Code with Cursor + Python | Causal Effects | An introduction | |
f7mzI0NVjP8 | Exposing My AI SaaS Tech Stack (so you can copy me) | Causal Effects via the Do-operator | Overview & Example | |
_Wjn0gm4g20 | I Spent $675.92 Talking to Top Data Scientists on Upwork—Here’s what I learned | Fine-Tuning BERT for Text Classification (w/ Example Code) | |
7Oy2NmPwJXo | I Quit My Job… Here’s How Much I Made 1 Year Later | Model Context Protocol (MCP) Explained in 20 Minutes | |
fAFJYbtTsC0 | Fine-tuning LLMs for Tool Use (w/ Example Code) | How Much YouTube Paid Me in My First 6 Months of Monetization (as a Data Science Creator) | |
0cf7vzM_dZ0 | Prompt Engineering: How to Trick AI into Solving Your Problems | Principal Component Analysis (PCA) | Introduction & Example (Python) Code | |
BUTjcAjfMgY | ML Foundations for AI Engineers (in 34 Minutes) | How I (Vibe) Code with Cursor + Python | |
PCLu84VLF1w | How to Code 10X Faster Using AI (without the chaos) | How to Build a Remote MCP Server (with Auth) | |
lS33W56-NGc | How to Build a Notion AI Agent (in 18 minutes) | 10 Decision Trees are Better Than 1 | Random Forest & AdaBoost | |
W4s6b2ZM6kI | Fine-tuning Multimodal Embeddings on Custom Text-Image Pairs | What Is Data Science & How To Start? | A Beginner's Guide | |
D9CLhQdLp8w | How to Make a Data Science Portfolio With GitHub Pages (2025) | How to Code 10X Faster Using AI (without the chaos) | |
Sx_MwcBQGOg | How to Deploy AI Apps with Streamlit, Docker, and Hugging Face | Causality: An Introduction | How (naive) statistics can fail us | |
15Kd9OPn7tw | 4 Ways to Measure Fat Tails with Python (+ Example Code) | How I’d Learn AI in 2025 (if I could start over) | |
BOPOX_mTS0g | Causal Effects | An introduction | 3 Ways to Make a Custom AI Assistant | RAG, Tools, & Fine-tuning | |
ZaXpMou55lw | 10 Decision Trees are Better Than 1 | Random Forest & AdaBoost | LLM Workflows: From Automation to AI Agents (with Python) | |
TwVl4aA5qtk | I Was Wrong About YouTube (what I learned) | How to Build Your 1st MCP Server with Python (AgentCon Dallas - 2025) | |
pNg2DJ4spXg | Python QuickStart for People Learning AI [Mini-Course] | How to Evaluate (and Improve) Your LLM Apps | |
JgWV1skSpEc | I Spent $716.46 Talking to Data Scientists on Upwork—Here’s what I learned. | Independent Component Analysis (ICA) | EEG Analysis Example Code | |
bAe4qwQGxlI | I Built an AI App in 4 days... here's how. | Causal Effects via Propensity Scores | Introduction & Python Code | |
Xn_Zw6KSxYU | I Have 90 Days to Make $10k/mo—Here's my plan | A Practical Introduction to Large Language Models (LLMs) | |
OnIQrDiTtRM | How to Build Data Pipelines for ML Projects (w/ Python Code) | Fine-tuning LLMs on Human Feedback (RLHF + DPO) | |
WDjzgnqyz4s | Principal Component Analysis (PCA) | Introduction & Example (Python) Code | AI Essentials for Entrepreneurs (in 17 Minutes) | |
eC6Hd1hFvos | Fine-tuning Large Language Models (LLMs) | w/ Example Code | How I'd Learn Data Science (if I could start over) |
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