CS5590_PyDL

Project - Deep Learning - (By Ruthvicp, charankottapalliCK)

• 'Recept' - Wake wake detection model

Module 1 - Python & Machine Learning

In Class Exercise - (By RuthvicP)

• ICE1 - Python basics 1
• ICE2 - Python basics 2
• ICE3 - Python basics 3 & Web Scraping
• ICE4 - Naive Bayes & SVM
• ICE5 - KMeans Clustering
• ICE6 - Multiple Linear Regression

Lab Assignments - Module 1,2 (By Ruthvicp, charankottapalliCK)

• Lab1 - Sets, Tuples, Web Scraping, Strings
• Lab2 - Linear Regression, SVM, Naive Bayes, KNN, K-Means Clustering, NLP
• Lab3 - Linear & Logistic Regression, Image Classification with CNN, Text classification with CNN & LSTM

Module 2 - Python & Deep Learning

In Class Exercise - (By RuthvicP)

Most of the deep learning tutorials are done through jupyter notebooks

• ICE1 - First Neural Network in Keras
• ICE2 - Image Classification in Keras
• ICE3 - Not Avaialble
• ICE4 - Image Classification with CNN
• ICE5 - Sentiment Analysis and Spam detection using LSTM