Course information

Deep Learning with TensorFlow Course Outline

Module 1: Introduction to TensorFlow

  • Tensors
  • TensorFlow
  • Installation of TensorFlow
  • Two Computation Phrases
  • Variables
  • Operations
  • A Computational Graph with TensorBoard
  • Linear Regression

Module 2: Artificial Neural Network

  • Introduction
  • Characteristics of Artificial Neural Network

Module 3: Activate Functions

  • Introduction Activation (Transfer) Functions
  • Types of Activate Functions 
  • Unit Step (Threshold)
  • Sigmoid
  • Piecewise Linear
  • Gaussian
  • Linear

Module 4: Deep Learning Techniques

  • Introduction
  • Convolutional Neural Networks
  • Recurrent Neural Networks

Module 5: Deep Learning Applications

  • Applications of Deep Learning

Module 6: Computing Gradients

  • Introduction
  • Steps for Computing Gradients

Module 7: Single-Layer and Multi-Layer Perceptron

  • Perceptron 
    • Single-Layer Perceptron
    • Multi-Layer Perceptron (MLP) 

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Who should attend this Deep Learning with TensorFlow Training Course?

The Deep Learning with TensorFlow Course is a specialised course focused on advanced Machine Learning techniques using TensorFlow, one of the most widely used open-source libraries for numerical computation and Machine Learning. The following professionals will benefit greatly from this course:

  • Machine Learning Engineers
  • Data Scientists
  • Artificial Intelligence (AI) Researchers
  • Software Developers
  • Natural Language Processing Engineers
  • Automotive Engineers
  • Robotics Engineers

Prerequisites of the Deep Learning with TensorFlow Training Course

Delegates should have a basic understanding of Python Programming and Machine Learning.

Deep Learning with TensorFlow Course Overview

Deep Learning with TensorFlow is a comprehensive course designed to teach professionals how to build and deploy deep learning models using the TensorFlow framework. This course is essential for those looking to harness the power of neural networks to solve complex problems and drive innovation in fields like healthcare, finance, and technology.

Proficiency in TensorFlow and deep learning is crucial for Data Scientists, AI Engineers, Software Developers, and Researchers. Mastering this field empowers professionals to develop cutting-edge solutions in image and speech recognition, natural language processing, autonomous systems, and predictive analytics. It is vital for anyone aiming to stay competitive and lead technological advancements in their industry.

This intensive 1-day course equips delegates with a thorough understanding of deep learning concepts and practical skills using TensorFlow. Through hands-on workshops and expert-led sessions, delegates gain insights into neural network architectures, including convolutional and recurrent neural networks, and their applications. Delegates learn to implement deep learning models, interpret their results, and optimise them for various real-world scenarios.

Course Objectives

  • To understand the foundational principles of neural networks
  • To explore TensorFlow and its capabilities in building deep learning models
  • To apply deep learning algorithms in image and speech recognition tasks
  • To analyse and interpret deep learning model results effectively
  • To optimise and fine-tune neural networks for improved performance
  • To comprehend ethical considerations in deploying deep learning solutions

Upon completing this course, delegates will have acquired the knowledge and skills necessary to implement and optimise deep learning models using TensorFlow, making them invaluable assets in their professional fields.

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What’s included in this Deep Learning with TensorFlow Training Course?

  • World-Class Training Sessions from Experienced Instructors 
  • Deep Learning with TensorFlow Certificate 
  • Digital Delegate Pack

Why choose us

Our Hamburg venue

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Hamburg, officially known as ‘Freie und Hansestadt Hamburg’ (Free and Hanseatic City of Hamburg), is the second largest city is Germany. The city is populated with approximately over 1.7 million residents. Like other cities across Germany, education in Hamburg is compulsory for children; it follows the German educational system and is divided into four levels: Kindergarten Education, Primary Education, Secondary Education, and Higher Education. Kindergarten is for children aged from three to 6. Elementary School (Grundschule) is from Grade 1 to Grade 4. After Elementary School, children can go onto one of the three types of schools, Hauptschule, Realschule or Gymnasium, depending on their academic ability from Grades 5 to 9 or 10 and is compulsory up to the age of 18.

The school system in Hamburg is managed by the Ministry of Schools and Vocational Training (Behörde für Schule und Berufsbildung). There is over 240 Primary School and nearly 200 Secondary Schools with over 160,000 students attending every year. The city also has many private colleges as well as religious and special-purpose institutions including the Helmut Schmidt University (formerly known as the University of the Federal Armed Forces Hamburg). Hamburg is home to the International School of Hamburg, which is one of the oldest international schools in Germany.

Hamburg also provides Higher Educations for students who wish to further their education with over 15 universities. There is over 70,000 students attending these universities including over 9,000 foreign students. Hamburg universities are both public and private for students. The public universities are: the University Medical Centre of Hamburg-Eppendorf, the University of Music and Theatre, the Hamburg University of Applied Sciences, the Hamburg University of Technology, and finally the University of Hamburg (Universität Hamburg) which is the largest university in Hamburg; Hamburg also offers private universities including the Bucerius Law School. 

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Address

HafenCity,

Am Kaiserkai 1,

Hamburg, Germany

T: +49 8000101090

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Artificial Intelligence Training | Deep Learning With TensorFlow Training in Hamburg. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Artificial Intelligence Training | Deep Learning With TensorFlow Training in Hamburg, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Experience the most sought-after learning style with The Knowledge Academy's Artificial Intelligence Training | Deep Learning With TensorFlow Training in Hamburg. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Artificial Intelligence Training | Deep Learning With TensorFlow Training in Hamburg sessions.

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Artificial Intelligence Training | Deep Learning With TensorFlow Training in Hamburg FAQs

Please arrive at the venue at 8:45am.
The training fees for Deep Learning with TensorFlow Trainingin Hamburg starts from €2295
The Knowledge Academy is the Leading global training provider for Deep Learning with TensorFlow Training.
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