Learning Road Map (Year 2018)
Deep Learning
- is a sub-field of machine learning
NLP
Sentiment Analysis
Example
Product Review
Parts of Speech tagging
Named Entity Recognition
Question Answering (Chatbot)
Language Translation
Word Analogies
Object Detection
Automatic Caption Generation
Automatic tagging in Facebook
Automatic Handwriting Generation
Question about images
Deep learning in Machine
Recommender Systems
AlphaGo (Google Game: uk)
Self Driving Cars
Math
Matrix
Unit Matrix (Square)
Null Matrix (Zero Matrix)
Row Matrix
Column Matrix
Sub Matrix
Principal Submatrix
Principal Diagnal
Matrix Operation
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Open Source Framework
TensorFlow
Keras (Build on top of TensorFlow)
Microsoft CNTK
Torch
mxnet
Caffe2