I Built an AI App in 4 days... here's how.

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biometricDashboard2 DEMO

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biometricDahboard3 DEMO

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Time Series, Signals, & the Fourier Transform | Introduction

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

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The Wavelet Transform | Introduction & Example Code

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

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Independent Component Analysis (ICA) | EEG Analysis Example Code

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Kmeans-based Blink Detecter DEMO

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Shit Happens, Stay Solution Oriented

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Why Conflict Is Good & How You Can Use It

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

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Causal Inference | Answering causal questions

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Causal Discovery | Inferring causality from observational data

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How to Be Antifragile | 7 Practical Tips

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

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Topological Data Analysis (TDA) | An introduction

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The Mapper Algorithm | Overview & Python Example Code

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Persistent Homology | Introduction & Python Example Code

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

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How to do MORE with LESS - multikills

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Causal Effects | An introduction

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Causal Effects via Propensity Scores | Introduction & Python Code

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Causal Effects via the Do-operator | Overview & Example

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Causal Effects via DAGs | How to Handle Unobserved Confounders

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

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Causal Effects via Regression w/ Python Code

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5 Reasons Why Every Data Scientist Should Consider Freelancing

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An Introduction to Decision Trees | Gini Impurity & Python Code

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

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Dimensionality Reduction & Segmentation with Decision Trees | Python Code

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How to Make a Data Science Portfolio With GitHub Pages (2025)

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

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How to Create a Custom Email Signature in Gmail (2025)

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

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Lessons from Spending $675.92 to Talk to Top Data Scientists on Upwork #freelance #datascience

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A Practical Introduction to Large Language Models (LLMs)

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The OpenAI (Python) API | Introduction & Example Code

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

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Why I Quit My $150,000 Data Science Job

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Prompt Engineering: How to Trick AI into Solving Your Problems

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The REALITY of entrepreneurship. #entrepreneurship #startup #smallbusiness

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

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How to Build an LLM from Scratch | An Overview

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

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

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Pareto, Power Laws, and Fat Tails

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Do NOT become an entrepreneur #entrepreneurship

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

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How I’d learn data analytics (if I had to start over in 2024) #dataanalytics

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

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Fine-tuning EXPLAINED in 40 sec #generativeai

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

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5 Questions Every Data Scientist Should Hardcode into Their Brain

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AI for Business: A (non-technical) introduction

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LLMs EXPLAINED in 60 seconds #ai

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

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What is #ai? — Simply Explained

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

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

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

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