~/talk

Getting started with AI for free

on YouTube 43m
Talkat REFACTR.TECH 2019 · 2019-06-05..06-07· [machine-learning, developer-experience]

speaker

name:Dan Barker
links:none on file

resources

video:https://youtu.be/FuqQBw7i6VA
slides:none on file

summary

Shows practical, runnable steps: uses Google Colab to run TextBlob and spaCy (installs, preprocessing, n‑grams), loads 25 Supreme Court files from a bundled dataset and reports 6,063 sentences, and demos sentiment and part‑of‑speech tagging. Describes a Prometheus linear regression that forecasts disk fill date, checks every five minutes and alerts if fill is within a month — it predicts correctly and the system never overflows. Mentions numpy, pandas, scikit‑learn, PyTorch, TensorFlow and dataset sources like Kaggle and arXiv.

AI-written summary · about

chapters (11)

  1. 0:00Introduction
  2. 2:07Why AI
  3. 7:55Free Data
  4. 9:22Free Software
  5. 11:25What is AI
  6. 12:24Natural Language Processing NLP
  7. 13:47NLP Tools
  8. 15:45Preprocessing
  9. 23:50Machine Learning
  10. 29:02ML Tools
  11. 32:00Deep Learning

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