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PT21331
Summary
This course introduces Deep Learning concepts and Tensorflow and Keras libraries to students.
The abundance of data and affordable cloud scale has led to an explosion of interest in Deep Learning. Google has open sourced a library called TensorFlow which has become the de-facto standard, allowing state-of-the-art machine learning done at scale, complete with GPU-based acceleration.
Prerequisites
- Basic knowledge of Python language and Jupyter notebooks is assumed.
Duration
3 Days/Lecture & Lab
Audience
This course is designed for Developers, Data analysts, and Data Scientists
Topics
- Introduction to Deep Learning
- Introducing TensorFlow
- Introducing Keras
- Deep Learning Concepts
- Feedforward Network
- Computer Vision
- Recurrent Neural Networks
- Transfer Learning
- Workshop (Time permitting)