Deep Learning

• Introduction to Deep Learning Project
• Data Structures for Deep Learning
• Data Lab 3: Tensors
• Perceptron algorithm
• Introduction to Neural Networks
• Data Lab 4: Neural Network in Python
• Implementing Neural networks using TensorFlow
• Data Lab 5: Neural Network in Tensorflow
• Neural Network for classification
• Neural Network in Google Playground
• Data Lab 6: Classification using TensorFlow (MNIST datasets)
• Image Classification (CNN using keras)
• 8.1 DLab-CreativeBrief.md
• Convolutional Neural Networks - Deep Dive
• Data Augmentation
• Data Lab - 7,8,9,10 : Working on Creative Brief
• Transfer Learning
• Practical Issues & BestPractices