Deep Learning with Keras and TensorFlow

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  • Categories AI & ML
  • Last Update August 2, 2021

About Course

This Deep Learning course with TensorFlow certification training is developed by industry leaders and aligned with the latest best practices. You’ll master deep learning concepts and models using Keras and TensorFlow frameworks and implement deep learning algorithms, preparing you for a career as Deep Learning Engineer.

Description

In this Deep Learning course with Keras and TensorFlow certification training, you will become familiar with the language and fundamental concepts of artificial neural networks, PyTorch, autoencoders, and more. Upon completion, you will be able to build deep learning models, interpret results, and build your own deep learning project.

Certifications

Upon successful completion of the Deep Learning course with TensorFlow training, you will be awarded an industry-recognized course completion certificate from Simplilearn which has lifelong validity.

Who This Course is for

Demand for skilled Deep Learning Engineers is booming across a wide range of industries, making this Deep Learning course with Keras and Tensorflow certification training well-suited for professionals at the intermediate to advanced level. We recommend this Deep Learning course particularly for Software Engineers, Data Scientists, Data Analysts, and Statisticians with an interest in deep learning.

Participants in this Deep Learning certification training should have familiarity with programming fundamentals, a fair understanding of the basics of statistics and mathematics, and a good understanding of machine learning concepts.

What Will I Learn?

  • Keras and TensorFlow Framework
  • PyTorch and its elements
  • Image Classification
  • Artificial Neural Networks
  • Autoencoders
  • Deep Neural Networks
  • Conventional Neural Networks
  • Recurrent Neural Networks
  • ADAM Adagrad and Momentum

Topics for this course

Section 1 – Deep Learning with Tensor Flow (Self Learning)

Lesson 1 – Welcome!

Lesson 2 – Introduction to Tensorflow

Lesson 3 – Convolutional Networks

Lesson 4 – Recurrent Neural Network

Lesson 5 – Restricted Boltzmann Machines (RBM)

Lesson 6 – Autoencoders

Lesson 7 – Course Summary

Section 2 – Deep Learning with Keras and Tensor Flow (Live Classes)

Section 3 – Practice Projects

Free Course

Math Refresher

Self Paced Online

N/A

Online Blended Bootcamp

A$1199

Free

Material Includes

  • 34 hours of Blended Learning
  • Real-life industry-based projects
  • Flexibility to choose classes
  • Dedicated mentoring session from our Industry expert faculties
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Target Audience

  • Demand for skilled Deep Learning Engineers is booming across a wide range of industries, making this Deep Learning course with Keras and Tensorflow certification training well-suited for professionals at the intermediate to advanced level. We recommend this Deep Learning course particularly for Software Engineers, Data Scientists, Data Analysts, and Statisticians with an interest in deep learning.
  • Participants in this Deep Learning certification training should have familiarity with programming fundamentals, a fair understanding of the basics of statistics and mathematics, and a good understanding of machine learning concepts.

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