Shaw Talebi - PokeTube

Shaw Talebi @UCa9gErQ9AE5jT2DZLjXBIdA@youtube.com

26.8K subscribers - no pronouns set

Founder @ The Data Entrepreneurs | Physics, PhD About me:

Videos Shorts Community Playlists

Recently Uploaded Popular Oldest

How to Build Systems Like Nature | 7 Business Principles

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

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

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

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

How to Manage Data Science Projects

4 Skills You Need to Be a Full-Stack Data Scientist

How I'd Learn Data Science (if I started over)

I Was Wrong About AI Consulting (what I learned)

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

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

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

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

AI & Machine Learning for Business | A (non-technical) introduction

5 Questions Every Data Scientist Should Hardcode into Their Brain

How Much YouTube Paid Me in My First 6 Months of Monetization (as a Data Science Creator)

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

Detecting Power Laws in Real-world Data | w/ Python Code

Pareto, Power Laws, and Fat Tails—what they don’t teach you in STAT 101

I Spent $716.46 Talking to Data Scientists on Upwork—Here’s what I learned.

I Have 90 Days to Make $10k/mo—Here's my plan

How to Build an LLM from Scratch | An Overview

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

Prompt Engineering: How to Trick AI into Solving Your Problems

Why I Quit My $150,000 Data Science Job

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

The OpenAI (Python) API | Introduction & Example Code

A Practical Introduction to Large Language Models (LLMs)

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

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

My $100,000+ Data Science Resume (what got me hired)

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

Dimensionality Reduction & Segmentation with Decision Trees | Python Code

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

An Introduction to Decision Trees | Gini Impurity & Python Code

5 Reasons Why Every Data Scientist Should Consider Freelancing

Causal Effects via Regression w/ Python Code

Smoothing Crypto Time Series with Wavelets | Real-world Data Project

Causal Effects via DAGs | How to Handle Unobserved Confounders

Causal Effects via the Do-operator | Overview & Example

Causal Effects via Propensity Scores | Introduction & Python Code

Causal Effects | An introduction

What Is Data Science & How To Start? | A Beginner's Guide

Persistent Homology | Introduction & Python Example Code

The Mapper Algorithm | Overview & Python Example Code

Topological Data Analysis (TDA) | An introduction

Multi-kills: How to Do More With Less (no, not by multi-tasking)

How to Be Antifragile | 7 Practical Tips

Causal Discovery | Inferring causality from observational data

Causal Inference | Answering causal questions

Causality: An Introduction | How (naive) statistics can fail us

Why Conflict Is Good & How You Can Use It

Shit Happens, Stay Solution Oriented

Kmeans-based Blink Detecter DEMO

Independent Component Analysis (ICA) | EEG Analysis Example Code

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

The Wavelet Transform | Introduction & Example Code

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

Time Series, Signals, & the Fourier Transform | Introduction

biometricDahboard3 DEMO