Resources
This page contains the notes, jupyter notebooks, and course materials from various places. Most of the materials of this section is drawn directly and/or modified from the coursera deep learning specialization. This section will be updated periodically with relevant materials.
Deep Learning
Logistic Regression via Neural Network
Planar data classification via Neural Network
Deep Neural Networks (DNN) in Steps
Image Classification via DNN
Convolutional Neural Network in steps
CNN Application - Mood and sign classifier using the TF Keras
Image Classification using ResNets
Transfer Learning with MobileNetV2
Autonomous Driving - Car Detection - YOLO
Image Segmentation with U-Net
Face Recognition - Inspired by FaceNet and DeepFace
Deep Learning & Art: Neural Style Transfer
Deciphering hand signs using Tensorflow
Numerical Methods
Data Analysis
To be added soon.
Data Visualization
To be added soon.