Natural Language Processing with Classification and Vector Spaces @ Coursera

~deeplearning.ai

Index

• Week 1
• Week 2
• Week 3
• Week 4
• Certificate

Week 1

• Lab: Data Preprocesing
• Lab: Building Word Frequencies
• Lab: Visualizing Tweets and Logistic Regression
• Programming Assignment: Logistic Regression

Week 2

• Lab: Visualizing Naive Bayes
• Programming Assignment: Naive Bayes

Week 3

• Lab: Linear Algebra In Python with Numpy
• Lab: Manipulating Word Embeddings
• Lab: Another Explanation on PCA: Principal Component Analysis
• Programming Assignment: Word Embeddings

Week 4

• Lab: Rotation Matrices in R2
• Lab: Vector Manipulation in Python
• Lab: Hash Tables
• Programming Assignment: Word Translation

Certificate