AI & Deep Learning with Keras
Training TypeLive Training
CategoryData & Analytics
About the Course
Deep learning techniques are making incredible impact globally by exploring and resolving human problems in every domain such as Autonomous cars, Fraud detection, Speech detection, Virtual Assistants etc. Deep Learnign is here to stay! Keras, a high level API that is built on top of Tensorflow, Pytorch and Theno is one of the frameworks that make it easier to start developing deep learning models, and it's versatile enough to build industry-ready models in no time.
The main goal of this course is to familiarize you with all aspects of AI which includes Machine Learning and Deep Learning
Who is the Target Audience?
Professionals working in the domains of Data analytics, Data Science, Data Engineers etc.,
Software professionals and new graduates seeking a career change.
The student should be familiar with Python and know the basics of Machine Learning esp the different types of Machine Learning such as Supervised, Semi-supervised and Unsupervised
Basics of Deep Learning
Introduction to neural networks
Supervised and unsupervised learning methods
Build a neural network model using Keras and improving model performance
Hyper parameter optimization using Keras-tuner
Applications of Deep Learning in image recognition, NLP, etc.
Advanced model architectures such as Autoencoder