imrahulmane/10DaysMLChallenge

This repository contains code for #10DaysMLChallenge from TFUG Mumbai. I've used different machine learning techniques to tackel the different problems.

This repository contains code for #10DaysMLChallenge from TFUG Mumbai. I've used different machine learning techniques to tackel the different problems. Like I've done Time Series analysis, Regression, Classification, Multiclass Classificcation, Clustering, Text classification and at the end build the web app for Image classification using Tensorflow.js and Flask.

There are alot of things to be updated or need improvment upon. Feel free to fork repository and try it on your own.

Tech Stack:

• scikit-learn
  
• TensorFlow
  
• TensorFlow.js
  
• Node.js
  
• NLTK
  

Datasets used in 10DaysMLChallenge

Day 1:

• Covid 19 Time Series Data

Day 2:

• Titanic Dataset

Day 3:

• Predic Loan Status
  

• Predict Rating

Day 4:

• Personalize Expedia Hotel Searches - ICDM 2013

Day 5:

• Dogs Vs Cats

Day 6:

• Fashion MNIST

Day 7:

• IMDB Movie Reviews

Day 8:

• Consumer Complaint Dataset

Day 9-10:

• Day 9 and 10 was about doing project using TensorFlow.js. Did Image Classifier using TF.js.

  • Image Classification on browser