Machine Learning Guide

Try a walking desk to stay healthy while you study or work! Notes and resources at ocdevel.com/mlg/22 Deep NLP Fundamentals Deep learning has had a profound impact on natural language processing by...

29 Jul 201749min

Try a walking desk to stay healthy while you study or work! Notes and resources at ocdevel.com/mlg/20 NLP progresses through three main layers: text preprocessing, syntax tools, and high-level goal...

23 Jul 201740min

Try a walking desk to stay healthy while you study or work! Notes and resources at  ocdevel.com/mlg/19  Classical NLP Techniques: Origins and Phases in NLP History: Initially reliant on hardcoded l...

11 Jul 20171h 5min

Try a walking desk to stay healthy while you study or work! Full notes at  ocdevel.com/mlg/18  Overview: Natural Language Processing (NLP) is a subfield of machine learning that focuses on enabling c...

26 Jun 201758min

Try a walking desk to stay healthy while you study or work! At this point, browse #importance:essential on ocdevel.com/mlg/resources with the 45m/d ML, 15m/d Math breakdown.

4 Jun 20178min

Try a walking desk to stay healthy while you study or work! Full notes at  ocdevel.com/mlg/16  Inspiration in AI Development Early inspirations for AI development centered around solving challenging ...

21 Mai 20171h 14min

Try a walking desk to stay healthy while you study or work! Full notes at  ocdevel.com/mlg/15  Concepts Performance Evaluation Metrics: Tools to assess how well a machine learning model performs tas...

7 Mai 201742min

Try a walking desk to stay healthy while you study or work! Full notes at ocdevel.com/mlg/14 Anomaly Detection Systems Applications: Credit card fraud detection and server activity monitoring. Conce...

23 Apr 201748min