- Agenda
- What is Image Processing
- Human Brains Vs Neural Network
- How image input works in computer?
- What is CNN?
- Layers in CNN
- Image processing with Python
- Getting started with OpenCV Demo
What is Chatbot? Building a virtual assistant using Python
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Video and Text Based
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The syllabus
Projects
Bank Defaulters using ANN
- Objective of bank defaulters using ANN
- Architecture of ANN
- Weights , Biasis and Activation Functions
- Loss Functions in Neural Networks
- Back Propagation in Neural Networks
- Gradient Descent
- Keras Basic ANN Architecture - Demo
- Dataset Overview and Model Framework
- ANN Application Credit Data - Demo
- What is Dead Neuron Problem ?
- Is scaling necessary
Stock Price Prediction using Deep Learning
- What is Time Series Forecasting?
- Basics of steps in forecasting
- ANN and RNN
- Model Training
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