10 Days of ML Challenge

by TensorFlow Usergroup Mumbai

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This contains the solution for questions I solved which were posted in this challenge. It was a 10 Day event, everyday new problems were hosted targetting a new concept and segment of Machine Learning. We were asked to solve any one of those problems. This readme lists contains all the problems which were hosted, each heading will direct you to its individual page which will list the problem and its solution.

Day 1

Problem Statement

On a particular date, If 70% number of confirmed case is zero, then Delete the column. i.e. whole February will be deleted and few more. Plot the graph

• Country Wise
• Date Wise
• Continent Wise

Day2

Problem Statement

Titanic dataset cleaning+Feature Engineering and visualization only (Apply what you learned in Day1)

Day3

Problem Statement

Task A:

1. Predict Loan Status
2. Predict Rating

Task B(Solved):

Analyze Toxicity of Comments.

Day4

Problem Statement

Develop a model over Expedia Dataset

Day5

Problem Statement

To classify Dogs and Cats

Day6

Problem Statement

Task A:

Image Classification for Fashion MNIST Dataset

Task B(Solved):

Image Classification for Pneumonia X Ray Images

Day7

Problem Statement

Task A(Solved):

Sentimental Analysis over IMDB Dataset

Task B:

Sentimental Analysis over Twitter Dataset

Day8

Problem Statement

Task A:

Document Clustering

Task B(Solved):

MultiClass Classification

Day 9 & 10

Problem Statement

Develop a project using Tensorflow JS.

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