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PT25010
Summary
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.
This course introduces Deep Learning concepts and TensorFlow and Keras libraries to students.
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