100 Days Of ML Code: Week 14

Published by UXtoCODE on

Days 091 To 097

#100DaysOfMLCode

Day 091 (22-Oct-2018)

Today’s Progress:

Completed Google code-labs on TensorFlow.

Thoughts:

Create a pull request on git to merge changes on the official repo. Also started with Machine Learning with Python skill track -1


Day 092 (23-Oct-2018)

Today’s Progress:

Supervised Learning with scikit-learn.

Thoughts:

Solved examples of classification, regression , and fine tuning of model etc.


Day 093 (24-Oct-2018)

Today’s Progress:

Deep learning in Python.

Thoughts:

Learned basics of deep learning and neural networks, how it works, how to optimised neural network.


Day 094 (25-Oct-2018)

Today’s Progress:

Deep learning in Python.

Thoughts:

Learned about Keras.


Day 095 (26-Oct-2018)

Today’s Progress:

Natural Language Processing Fundamentals in Python.

Thoughts:

Learned basics of NLP like Regular expressions word tokenization etc.


Day 096 (27-Oct-2018)

Today’s Progress:

Natural Language Processing Fundamentals in Python.

Thoughts:

Perform Simple topic identification using bag-of-words , Tf-idf and Gensim.


Day 097 (28-Oct-2018)

Today’s Progress:

Natural Language Processing Fundamentals in Python.

Thoughts:

Learned about Named-entity recognition and how to use polyglot and spaC libraries.


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