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Training: Deep Learning with TensorFlow 2.0

Ref. TFL-01
Duration:
2
 days
Exam:
Not certifying
Level:
Fundamental

Description

TensorFlow is an end-to-end open source platform for machine learning. TensorFlow is a rich system for managing all aspects of a machine learning system; however, this class focuses on using a particular TensorFlow API to develop and train machine learning models.

Participant profiles

  • Aspiring data scientists
  • People interested in Machine Learning, Deep Learning, Business, and Artificial Intelligence
  • Anyone who wants to learn how to code and build machine and deep learning algorithms from scratch

Objectives

  • Gain a Strong Understanding of TensorFlow – Google’s Cutting-Edge Deep Learning Framework
  • Build Deep Learning Algorithms from Scratch in Python Using NumPy and TensorFlow
  • Set Yourself Apart with Hands-on Deep and Machine Learning Experience
  • Grasp the Mathematics Behind Deep Learning Algorithms
  • Understand Backpropagation, Stochastic Gradient Descent, Batching, Momentum, and Learning Rate Schedules
  • Know the Ins and Outs of Underfitting, Overfitting, Training, Validation, Testing, Early Stopping, and Initialization
  • Competently Carry Out Pre-Processing, Standardization, Normalization, and One-Hot Encoding

Prerequisites

  • Some basic Python programming skills

Course content

Module 1: Introduction to neural networks

Module 2: Setting up the working environment

Module 3: Minimal example – your first machine learning algorithm

Module 4: TensorFlow – An introduction

Module 5: Going deeper: Introduction to deep neural networks

Module 6: Backpropagation. A peek into the Mathematics of Optimization

Module 7: Overfitting

Module 8: Initialization

Module 9: Gradient descent and learning rates

Module 10: Preprocessing

Documentation

  • Digital courseware included

Lab / Exercises

  • The MNIST example
  • Business cases

Complementary courses

Prix de l'inscription
CHF 1'500.-
Inclus dans ce cours
  • Training provided by an industry expert
  • Digital documentation and materials
  • Achievement badge
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Contact

ITTA
Route des jeunes 35
1227 Carouge, Suisse

Opening hours

Monday to Friday
8:30 AM to 6:00 PM
Tel. 058 307 73 00

Contact-us

ITTA
Route des jeunes 35
1227 Carouge, Suisse

Make a request

Contact

ITTA
Route des jeunes 35
1227 Carouge, Suisse

Opening hours

Monday to Friday, from 8:30 am to 06:00 pm.

Contact us

Your request