Datanatomy
VideosBlogCodeAboutLinks
/

    GitHub
    DatanatomyCode is MIT on GitHub
    YouTubeTikTokInstagramThreadsGitHubRSS
    Datanatomy
    VideosBlogCodeAboutLinks
    /

      GitHub
      36 videos · code for every one · page 3 of 3

      Every dissection, so far.

      Long explainers, 30-second cuts and quick tips. Open one for the player, the key moments, the full transcript and the code.

      All 35Machine learning 14AI engineering 4Data engineering 11Methodologies 4Software engineering 2

      25–35 of 35 vertical videos, page 3

      Topic
      Series
      Length
      Watch on
      Sort
      • Frame from A perfect score is a red flag: Overfitting, why a perfect score is a red flag0:39Machine learningA perfect score is a red flag
      • Frame from Why one neuron can't solve XOR: Neural network, XOR in 9 lines, NumPy only0:39Machine learningWhy one neuron can't solve XOR
      • Frame from The model you can actually read: Decision trees, twenty questions, 9 lines0:38Machine learningThe model you can actually read
      • Frame from 9 lines of Python that learn: Linear regression, 9 lines, no libraries0:35Machine learning9 lines of Python that learn
      • Frame from RAG in 30 seconds: RAG from scratch, how AI answers from your docs0:33AI engineeringRAG in 30 seconds
      • Frame from LLM evals: 60% to 100%: Loop engineering, run, score, fix, rerun0:37MethodologiesLLM evals: 60% to 100%
      • Frame from Why your agent can't connect the dots: The ontology, what it gives an AI agent0:37MethodologiesWhy your agent can't connect the dots
      • Frame from The one loop inside every AI agent: The agent loop, how every AI agent actually works0:39AI engineeringThe one loop inside every AI agent
      • Frame from K-means: groups with zero labels: K-means clusters, finding groups nobody labeled0:34Machine learningK-means: groups with zero labels
      • Frame from Gradient descent, walking downhill: Gradient descent, how every AI actually learns0:35Machine learningGradient descent, walking downhill
      • Frame from What is machine learning?: Machine learning, what it actually is, in 30 seconds0:38Machine learningWhat is machine learning?
      ← Previous
      1. 1
      2. 2
      3. 3
      Next →
      DatanatomyCode is MIT on GitHub
      YouTubeTikTokInstagramThreadsGitHubRSS