Deep Learning training with TensorFlow

Description

Our 3-day Deep Learning with TensorFlow course offers a complete immersion in deep learning, with a focus on the use of TensorFlow, a popular machine learning library. Participants will learn the fundamentals of Deep Learning, how to set up artificial neural networks, and how to solve practical problems through hands-on exercises.

Day 1: Deep Learning fundamentals

  • Introduction to Deep Learning and TensorFlow
  • Data structures and basic operations with TensorFlow
  • Building and training simple neural networks

Day 2: Convolutional Neural Networks (CNN)

  • Advanced Deep Learning concepts: CNNs and their applications
  • CNN implementation with TensorFlow
  • Object detection and image classification with CNNs

Day 3: Recurrent Neural Networks (RNN) and advanced applications

  • Introduction to RNNs and their applications (sequence processing)
  • Building RNNs with TensorFlow
  • Advanced applications: machine translation, text generation

Developers, data scientists, AI engineers and IT professionals wishing to acquire advanced Deep Learning skills with TensorFlow.

Basic knowledge of machine learning, linear algebra and Python. Previous experience with TensorFlow or other machine learning libraries is a plus.

At the end of this course, participants will be able to:

  • Understand the fundamentals of Deep Learning and how it works with TensorFlow.
  • Implement and train artificial neural networks to solve classification and prediction problems.
  • Apply advanced architectures such as CNNs and RNNs to specific tasks such as computer vision and natural language processing.
  • Develop practical solutions using Deep Learning for real-world applications.

Training Details

  • Reference : FDLT-COT03
    Training location : Cotonou
    Date :
    Duration : 3 Days (21 Hrs)
    Price : FCFA900,000

Currency

Training location

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