Overview
Sapphire Global offers a comprehensive Deep Learning course with Keras and Python certification training, you will become familiar with the language and fundamental concepts of artificial neural networks, autoencoders, and more. Upon completion, you will be able to build deep learning models, interpret results, and build your own deep learning project.
Course Curriculum
Introduction to Deep Learning
- Learn the most sophisticated and cutting-edge technique in machine learning - Artificial Neural Networks or ANNs
Neural Networks – Assignment
- Build a neural network from scratch in NumPy to identify handwritten digits.
Convolutional Neural Networks -Industry Applications
- Learn the basics of CNN and OpenCV and apply it to Computer Vision tasks like detecting anomalies in chest X-Ray scans, vehicle detection to count & categories them to help the government ascertain the width and strength of the road.
Recurrent Neural Networks
- Ever wondered what goes behind machine translation, sentiment analysis, speech recognition etc. ? Learn how RNN helps in these areas having sequential data like text, speech,videos.
Neural Networks Project - Gesture Recognition
- Make a Smart TV system which can control the TV with user’s hand gestures as the remote control
Tools Covered
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