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 Melbourne venue

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Video equipment

This location has full video conferencing equipment.

Melbourne is the capital city of the Australian state – Victoria. The population of Melbourne is around 4,500,000 people with its inhabitants known as Melburnians. The metropolitan area is located on the extended natural bay of Port Phillip and expands towards the Dandenong and Macedon mountain ranges. Melbourne was transformed into one of the world’s wealthiest and largest cities during the 1850s gold rush. Melbourne’s economy has particular strengths in areas such as finance, manufacturing, research, IT, education, logistics, transportation, and tourism. Melbourne is also home to the world’s largest mining company BHP Billiton. The seaport in Melbourne is Australia’s largest and handles more than $75 billion in trade every year. There are around 9 million visitors every year, this plays and important role in the economy with an annual $16 billion being brought in on tourism alone. Melbourne is home to many of Australia’s most prominent and well-known schools. Six out of 20 of the best ranked schools in Australia are located in Melbourne. Melbourne was further ranked the world’s fourth top University City just after London, Boston, and Tokyo. The University of Melbourne was ranked top among Australian universities in the 2010 THES international rankings. The University has approximately 43,000 students and 4,000 teach staff. The University of Melbourne is highly ranked in many academic areas such as Law, Computer Science & IT, Arts and Humanities, Dentistry and, Medicine. There are a number of private international schools which includes The Japanese School of Melbourne which is a weekend programme for Japanese Australian and Japanese national students. There are a number of other well-known universities in Australia including the Royal Melbourne Institute of Technology, La Trobe University, and Swinburne University of Technology. An increase in international students attending university in Melbourne has resulted in an increase in the number of places being made available to students.

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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 Melbourne. 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 Melbourne, 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 Melbourne. 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 Melbourne sessions.

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

Please arrive at the venue at 8:45am.
The training fees for Deep Learning with TensorFlow Trainingin Melbourne starts from AUD3795
The Knowledge Academy is the Leading global training provider for Deep Learning with TensorFlow Training.
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