Deep Learning Fundamentals with Keras Training

Live Online & Classroom Enterprise Training

New to deep learning? Start with this course, that will not only introduce you to the field of deep learning but give you the opportunity to build your first deep learning model using the popular Keras library.

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What is Deep Learning Fundamentals with Keras Course about?

This course will introduce you to deep learning and teach you the fundamentals. You will learn about some exciting applications of deep understanding, the basics of neural networks, different deep learning models, and how to build your first deep learning model using the easy yet powerful library Keras.

This course will present simplified explanations of some of today’s hottest topics in data science.

What are the objectives of Deep Learning Fundamentals with Keras Course ?

You will learn about exciting applications of deep learning and why it is gratifying to learn how to leverage deep learning skills.
You will learn about neural networks and how they know and update their weights and biases.
You will learn about the vanishing gradient problem.
You will learn about building a regression model using the Keras library.
You will learn about building a classification model using the Keras library.
You will learn about supervised deep learning models, such as convolutional neural networks and recurrent neural networks, and how to build a convolutional neural network using the Keras library.
You will learn about unsupervised learning models such as autoencoders.

Who is Deep Learning Fundamentals with Keras Course for?

Python developers interested in learning about TensorFlow 2 for deep learning and artificial intelligence

What are the prerequisites for Deep Learning Fundamentals with Keras Course?

Python Programming
Machine Learning with Python
Partial Derivatives

Available Training Modes

Live Online Training

10 Hours

Self-Paced Training

10 Hours

Course Outline Expand All

Expand All

Module 1 - Introduction to Deep Learning

Introduction to Deep Learning

Biological Neural Networks

Artificial Neural Networks - Forward Propagation

Module 2 -Artificial Neural Networks

Gradient Descent

Backpropagation

Vanishing Gradient

Activation Functions

Module 3 - Deep Learning Libraries

Introduction to Deep Learning Libraries

Regression Models with Keras

Classification Models with Keras

Module 4 -Deep Learning Models

Shallow and Deep Neural Networks

Convolutional Neural Networks

Recurrent Neural Networks

Autoencoders

Who is the instructor for this training?

The trainer for this Deep Learning Fundamentals with Keras Training has extensive experience in this domain, including years of experience training & mentoring professionals.

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