Search

Home > Machine Learning Guide > 11. Checkpoint
Podcast: Machine Learning Guide
Episode:

11. Checkpoint
Category: Technology
Duration: 00:07:45
Publish Date: 2017-03-07 23:00:00
Description:

Checkpoint - start learning the material offline!

45m/d ML - Coursera (https://www.coursera.org/learn/machine-learning) `course:hard` - Python (http://amzn.to/2mVgtJW) `book:medium` - Deep Learning Resources (http://ocdevel.com/podcasts/machine-learning/9)

15m/d Math (KhanAcademy) - Either LinAlg (https://www.khanacademy.org/math/linear-algebra) `course:medium` OR Fast.ai (http://www.fast.ai/2017/07/17/num-lin-alg/) `course:medium` - Stats (https://www.khanacademy.org/math/statistics-probability) `course:medium` - Calc (https://www.khanacademy.org/math/calculus-home) `course:medium`

Audio - The Master Algorithm (http://amzn.to/2kLOQjW) `audio:medium` Semi-technical overview of ML basics & main algorithms - Mathematical Decision Making (https://goo.gl/V75I49) `audio|course:hard` course on "Operations Research", similar to ML - Statistics (https://projects.iq.harvard.edu/stat110/youtube) `audio|course:hard` - Calculus 1 (https://goo.gl/fcLP3l) 2 (https://goo.gl/sBpljN) 3 (https://goo.gl/8Hdwuh) `course|audio:hard` - Convert video to audio: ** mp4 => mp3: `for f in *.mp4; do ffmpeg -i "$f" "${f%.mp4}.mp3" && rm "$f"; done` ** youtube => mp3: setup youtube-dl (https://github.com/rg3/youtube-dl) and run `youtube-dl -x youtube.com/playlist?list=`
Total Play: 0

Users also like

200+ Episodes
Data Science .. 300+     20+
300+ Episodes
Revolutions 2K+     50+
2 Episodes
Anxiety & De .. 20+    
100+ Episodes
Fisicast 800+     60+