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|---|---|---|---|
BOPOX_mTS0g
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Causal Effects | An introduction
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How to Build ML Solutions (w/ Python Code Walkthrough)
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4RAvJt3fWoI
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3 Ways to Make a Custom AI Assistant | RAG, Tools, & Fine-tuning
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Causal Effects via Propensity Scores | Introduction & Python Code
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0cf7vzM_dZ0
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Prompt Engineering: How to Trick AI into Solving Your Problems
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Dimensionality Reduction & Segmentation with Decision Trees | Python Code
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LRLH_yIxHrI
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Why I Quit My $150,000 Data Science Job
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LLM Workflows: From Automation to AI Agents (with Python)
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pJ_nCklQ65w
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How to Deploy ML Solutions with FastAPI, Docker, & AWS
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Causal Discovery | Inferring causality from observational data
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3PIqhdRzhxE
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Local LLM Fine-tuning on Mac (M1 16GB)
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3 Reasons Businesses Should NOT Use AI
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QvxuR8uLPFs
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How to Build Customer Segments with AI (Real-World Use Case)
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Fine-tuning Multimodal Embeddings on Custom Text-Image Pairs
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wJ794jLP2Tw
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Automating Data Pipelines with Python & GitHub Actions [Code Walkthrough]
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Causal Effects | An introduction
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uItWjWjH_Rs
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How I (Vibe) Code with Cursor + Python
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Pareto, Power Laws, and Fat Tails
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bNmC_N4X1lk
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How to Solve Problems with Text Embeddings and ML (Dallas AI - Summer School 2025)
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I Fine-tuned FLUX.1 on My Face (and how you can too)
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-AA0xw5xeQU
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5 AI Projects For People in a Hurry (w/ Python)
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Causal Effects via the Do-operator | Overview & Example
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YOvxh_ma5qE
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Multimodal Embeddings: Introduction & Use Cases (with Python)
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5 Reasons Why Every Data Scientist Should Consider Freelancing
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WDjzgnqyz4s
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Principal Component Analysis (PCA) | Introduction & Example (Python) Code
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The Problem With AI (in 2025) #ai #software
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4QHg8Ix8WWQ
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Fine-Tuning BERT for Text Classification (w/ Example Code)
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Causal Effects via DAGs | How to Handle Unobserved Confounders
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B6a64wdD7Zs
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An Introduction to Decision Trees | Gini Impurity & Python Code
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How to Build a Notion AI Agent (in 18 minutes)
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982V2ituTdc
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How to Improve LLM Apps with Error Analysis
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How to Create a Custom Email Signature in Gmail (2024)
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WqASiuM4a-A
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Causality: An Introduction | How (naive) statistics can fail us
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My AI Development Setup (From Scratch)
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CTu8JNLq5ZU
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5 Reasons Why Every Data Scientist Should Consider Freelancing
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Text Embeddings, Classification, and Semantic Search (w/ Python Code)
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6VcXukJuGA0
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LLM in a Loop: Automate feedback with evals
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How to Make a Data Science Portfolio With GitHub Pages (2024)
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Ot2c5MKN_-w
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Multimodal AI: LLMs that can see (and hear)
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I Have 90 Days to Make $10k/mo—Here's my plan
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ZaXpMou55lw
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10 Decision Trees are Better Than 1 | Random Forest & AdaBoost
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An Introduction to AI Agents (for 2025)
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poGxnBR3hEU
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Multi-kills: How to Do More With Less (no, not by multi-tasking)
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Principal Component Analysis (PCA) | Introduction & Example (Python) Code
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CVcpOjwWDlw
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The Problem With AI (in 2025) #ai #software
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QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code)
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sxvyBxLVvKs
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How to Communicate Effectively (as a Data Scientist)
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The Mapper Algorithm | Overview & Python Example Code
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tFHeUSJAYbE
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A Practical Introduction to Large Language Models (LLMs)
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Prompt Engineering: How to Trick AI into Solving Your Problems
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ZaY5_ScmiFE
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An Introduction to AI Agents (for 2025)
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10 Decision Trees are Better Than 1 | Random Forest & AdaBoost
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TwVl4aA5qtk
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I Was Wrong About YouTube (what I learned)
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How to Build Your 1st MCP Server with Python (AgentCon Dallas - 2025)
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NjMD1bGBNqw
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How to Create a Custom Email Signature in Gmail (2024)
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5 Questions Every Data Scientist Should Hardcode into Their Brain
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BUTjcAjfMgY
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ML Foundations for AI Engineers (in 34 Minutes)
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How I (Vibe) Code with Cursor + Python
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GgLaP4Des1Q
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Independent Component Analysis (ICA) | EEG Analysis Example Code
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I Spent $716.46 Talking to Data Scientists on Upwork—Here’s what I learned.
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N3vHJcHBS-w
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Model Context Protocol (MCP) Explained in 20 Minutes
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How to Be Antifragile | 7 Practical Tips
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tufdEUSjmNI
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Causal Discovery | Inferring causality from observational data
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3 Ways to Make a Custom AI Assistant | RAG, Tools, & Fine-tuning
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ZLbVdvOoTKM
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How to Build an LLM from Scratch | An Overview
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An Introduction to Decision Trees | Gini Impurity & Python Code
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e3p9-hYxwSQ
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How I’d Learn AI in 2025 (if I could start over)
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How to Improve LLM Apps with Error Analysis
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dm-BWjyYQpw
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Causal Effects via Propensity Scores | Introduction & Python Code
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AI for Business: A (non-technical) introduction
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Q2HxSfS6ADo
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Your LLM Prompts Suck... here's how to fix them.
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Topological Data Analysis (TDA) | An introduction
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OnIQrDiTtRM
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How to Build Data Pipelines for ML Projects (w/ Python Code)
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Fine-tuning LLMs on Human Feedback (RLHF + DPO)
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Ylz779Op9Pw
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How to Improve LLMs with RAG (Overview + Python Code)
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How to Build Customer Segments with AI (Real-World Use Case)
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7Oy2NmPwJXo
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I Quit My Job… Here’s How Much I Made 1 Year Later
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Model Context Protocol (MCP) Explained in 20 Minutes
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Dke017sUIkE
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My First $10,000 Month (as an entrepreneur)
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Multimodal Embeddings: Introduction & Use Cases (with Python)
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ASU5HG5EqTM
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Causal Effects via DAGs | How to Handle Unobserved Confounders
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Fine-Tuning BERT for Text Classification (w/ Example Code)
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tMiQIxSX64c
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5 AI Projects You Can Build This Weekend (with Python)
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The Wavelet Transform | Introduction & Example Code
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nPQkBGf55YA
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30 AI Buzzwords Explained (in 22 Minutes)
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I Quit My Job… Here’s How Much I Made 1 Year Later
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XQWhJsXu0sY
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What Nature Can Teach Us About Business...
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gp29_P3_lgo
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My $100,000+ Data Science Resume (what got me hired)
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R5WXaxmb6m4
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How to Build a Resume Optimizer with AI (Code Walkthrough)
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I Was Wrong About YouTube (what I learned)
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bbVoDXoPrPM
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Fine-tuning LLMs on Human Feedback (RLHF + DPO)
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My $100,000+ Data Science Resume (what got me hired)
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m19FqRrmvIE
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Why Conflict Is Good & How You Can Use It
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I Built an AI App in 4 days... here's how.
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V1BR2tb_e8g
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My AI Development Setup (From Scratch)
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The Fast Fourier Transform | How does it (actually) work?
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JgWV1skSpEc
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I Spent $716.46 Talking to Data Scientists on Upwork—Here’s what I learned.
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How to Deploy ML Solutions with FastAPI, Docker, & AWS
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xm9devSQEqU
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LLM in a Loop: Automate feedback with evals
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Nm_mmRTpWLg
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LLM Workflows: From Automation to AI Agents (with Python)
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Why I Quit My $150,000 Data Science Job
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hOLBrIjRAj4
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Fine-Tuning Text Embeddings For Domain-specific Search (w/ Python)
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Shit Happens, Stay Solution Oriented
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ayGdRbMDZcU
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How to Improve AI Apps with (Automated) Evals
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My First $10,000 Month (as an entrepreneur)
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How to Evaluate (and Improve) Your LLM Apps
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The Hugging Face Transformers Library | Example Code + Chatbot UI with Gradio
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3JsgtpX_rpU
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3 AI Use Cases (that are not a chatbot)
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Compressing Large Language Models (LLMs) | w/ Python Code
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OLmKFj-_5Uw
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AI Essentials for Entrepreneurs (in 17 Minutes)
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O72uByJlnMw
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Causal Effects via Regression w/ Python Code
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How to Solve Problems with Text Embeddings and ML (Dallas AI - Summer School 2025)
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nSH2vZjb2TA
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My PhD Defense [Applied Physics and AI Research]
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Local LLM Fine-tuning on Mac (M1 16GB)
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eC6Hd1hFvos
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Fine-tuning Large Language Models (LLMs) | w/ Example Code
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pNg2DJ4spXg
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Python QuickStart for People Learning AI [Mini-Course]
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Multi-kills: How to Do More With Less (no, not by multi-tasking)
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fpL5fMmJHqk
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Topological Data Analysis (TDA) | An introduction
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How to Build a Resume Optimizer with AI (Code Walkthrough)
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8z-WPpP1_-8
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AI for Business: A (non-technical) introduction
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Causal Effects via Regression w/ Python Code
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mj86XmfOniY
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Time Series, Signals, & the Fourier Transform | Introduction
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30 AI Buzzwords Explained (in 22 Minutes)
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XpoKB3usmKc
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QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code)
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How to Communicate Effectively (as a Data Scientist)
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Z6CmuVEi7QY
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How I'd Learn Data Science (if I could start over)
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Multimodal AI: LLMs that can see (and hear)
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jan07gloaRg
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The Hugging Face Transformers Library | Example Code + Chatbot UI with Gradio
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How to Evaluate (and Improve) Your LLM Apps
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6qCrvlHRhcM
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How to Build ML Solutions (w/ Python Code Walkthrough)
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Your LLM Prompts Suck... here's how to fix them.
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czvVibB2lRA
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Wcqt49dXtm8
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Pareto, Power Laws, and Fat Tails
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How I'd Learn Data Science (if I could start over)
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