Deep Learning course
August 3, 2020 2020-12-24 11:53Deep Learning course
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Introduction to the course
- Getting a clear idea about Machine Learning, Deep Learning, and Artificial Intelligence
- What is Machine Learning and Application?
- What is Deep Learning and Application?
- What is Computer Vision and Application?
- What is Natural Language Processing and Application?
- What is Artificial Intelligence and Application?
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Understanding the prerequisite of this course
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Python Crash Course
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Data Pre processing
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Deep Learning Concept with Hands-on
- Artificial Neural Network
- Convolution Neural Network
- Re-Current Neural Network
- Self-Organizing Map
- Boltzmann Machines
- Auto Encoders
- Q-learning
- Deep Q-Learning
- A3C –Breakout
- Tensor flow for Deep Learning
- Multi Box (Object Detection)
- Generative Adversarial Network
- Keras Library for Deep Learning
- Hands-on
- • Single shot Detection
- • Image Creation using Generative Adversarial Network
- • Object Detection using Tensor Flow API (Training our own Object)