AI & Deep Learning with TensorFlow

This training is curated by industry professionals as per the industry requirements & demands. You will master the concepts such as SoftMax function, Autoencoder Neural Networks, Restricted Boltzmann Machine (RBM) and work with libraries like Keras & TFLearn.  

AI & Deep Learning with TensorFlow
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In this Deep Learning in TensorFlow with Python Training we will learn about what is AI, explore  neural networks, understand deep learning frameworks, implement various machine learning algorithms using Deep Networks. We will also explore how different layers in neural networks does data abstraction and feature extraction using Deep Learning. 

Edureka’s Deep Learning in TensorFlow training is designed to make you a Data Scientist by providing you rich hands-on training on Deep Learning in TensorFlow with Python. This course is a stepping stone in your Data Science journey using which you will get the opportunity to work on various Deep Learning projects. 

Deep Learning in TensorFlow with Python Training is designed by industry experts to make you a Certified Deep Learning Engineer. The Deep Learning in TensorFlow course offers:

  • In-depth knowledge of Deep Neural Networks
  • Comprehensive knowledge of various Neural Network architectures such as Convolutional Neural Network, Recurrent Neural Network, Autoencoders
  • Implementation of Collaborative Filtering with RBM
  • The exposure to real-life industry-based projects which will be executed using TensorFlow library
  • Rigorous involvement of an SME throughout the AI & Deep Learning Training to learn industry standards and best practices

Deep Learning is one of the most accelerating and promising fields, among all the technologies available in the IT market today. To become an expert in this technology, you need a structured training with the latest skills as per current industry requirements and best practices. 

Besides strong theoretical understanding, you will be working on various real-life data projects using different neural network architectures as a part of solution strategy. 

Additionally, you will receive guidance from a Deep Learning expert who is currently working in the industry on real-life projects. 

Deep Learning in TensorFlow with Python Training will help you to become a Deep Learning Engineer. It will hone your skills by offering you comprehensive knowledge on Deep Learning in TensorFlow. It will also acquaint you with the required hands-on experience for solving real-time industry-based Deep Learning projects. During this course you will be trained by our expert instructors on: 

  • Deep Learning and TensorFlow Concepts
  • Working with Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN)
  • Proficiency in Long short-term memory (LSTM)
  • Implementing Keras, TFlearn, Autoencoders
  • Implementing Restricted Boltz-mann Machine (RBM)
  • Knowledge of Neural Networks & Natural Language Processing (NLP)
  • Using Python with TensorFlow Libraries
  • Perform Text Analytics
  • Perform Text Processing

Программа курса:

  • Introduction to Deep Learning
  • Understanding Neural Networks with TensorFlow
  • Deep dive into Neural Networks with TensorFlow
  • Master Deep Networks
  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN)
  • Restricted Boltzmann Machine (RBM) and Autoencoders
  • Keras API
  • TFLearn API
  • In-Class Project