In this course, you will :
- You will be able to visualise the model, plot real-time statistics on training progress, and comprehend the beast's inner workings.
- Tensorflow and Neural Networks : Course Trailer
- Why to learn Tensorflow?
- Hello World : Getting started with Tensorflow
- How does Tensorflow execute ?
- Matrix vector Multiplication
- Tensorflow : Behind the scenes
- 3 Ways of Executing a Tensor
- Variable in Tensorflow
- Understanding Gradient
- Finding Gradient in Tensorflow
- Understanding math behind Line fitting
- Coding Linear Regression in Tensorflow
- Understanding Gradient Descent Algorithm
- Tensorboard Visualization
- Variable Scope : Making Tensorboard...
- Plotting real-time loss in Tensorflow pt-1
- Merging summary in Tensorflow
- Hyper-parameter Tuning: Plotting loss curve for...
- Training a model : A gentle Introduction
- Simplified explanation of Cross Entropy Loss
- Getting started with Neural Networks
- Neural Network with 2 layers from scratch
- Matrix view of Multilayer Perceptron
- Creating Neural Network - pt1
- Building Neural Networks in Tensorflow...
- Neural Networks from scratch : Course Finale