Artificial Intelligence

Learning Machine Learning, ML Books & Codes

2018-07-07. Category & Tags: Machine Learning, Artificial Intelligence, Book

See also: Machine Learning - Just-do-it (hands on) Basics Math Books Favoured # MLY (Andrew Ng), Machine Learning Yearning (EN full: ch1-13), 《CN: 机器学习秘籍》(CN Web online), (CN Github) and someone’s notes: part 1 (bak), part 2 (bak) and part 3. MLAPP (Kevin Murphy), Machine Learning - A Probablistic Perspective, is more comprehensive, insightful and interesting, and contains more “real” examples/problems. However, the presents are kinda out of order, which can be difficult to follow for a first book. ...

DMML Tools Trend & Relationship 2016

2016-06-16. Category & Tags: DMML, Tools, Data Mining, Machine Learning, Artificial Intelligence

This is a summary of KD-nuggets blogs: here and here. Pictures are modified for my own notes. Tools Associations # ![](./_image/2016-06-17 18-27-03.jpg) sunny’s conclusion # Possible framework 1: Hadoop + Spark + Python + scikit. Possible framework 2: SQL+ Excel + Tableau. Try NOT use: RapidMiner, KNIME (whatever situation). Big Data Related Tools # ![](./_image/2016-06-17 18-40-16.jpg) Deep Learning Related Tools # ![](./_image/2016-06-17 18-42-52.jpg) Big_Data- / Deep_Learning-Related Tools # ![](./_image/2016-06-17 18-47-05.jpg) ...