Deep Learning with TensorFlow Training

The Deep Learning with TensorFlow Training course equips learners with advanced skills to build, train, and deploy deep learning models using TensorFlow. It covers key concepts, frameworks, and techniques, enabling learners to solve real-world AI challenges effectively.

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Overview

The Deep Learning with TensorFlow Training course is designed for professionals seeking to master deep learning techniques using TensorFlow. This course builds on foundational AI knowledge, providing hands-on experience with TensorFlow’s robust tools and frameworks for creating advanced AI solutions.

TensorFlow is a leading deep learning library, widely used for applications such as image classification, natural language processing, and predictive analytics. This course covers critical topics like neural network design, optimisation, and model deployment, enabling learners to leverage TensorFlow effectively in their projects.

This intensive 1-day training offered by MPES includes expert-led sessions, practical exercises, and real-world case studies. Learners will gain the skills to design, implement, and optimise deep learning models using TensorFlow, preparing them to tackle complex AI challenges and drive innovation in their fields.

Course Objectives

Understand the fundamentals of deep learning and TensorFlow
Develop skills in building and training neural networks using TensorFlow
Learn to optimise and evaluate deep learning models for high performance
Apply TensorFlow to real-world applications such as image recognition and NLP
Gain expertise in deploying TensorFlow models in production environments

Upon completion, learners will be equipped with the knowledge and skills to use TensorFlow effectively for advanced AI solutions, enhancing their careers in deep learning and machine learning.

Average completion time

1 Month

with unlimited support

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Course Includes

Course Details

Develop your understanding of essential financial, business and management accounting techniques with ACCA Applied Knowledge. You'll learn basic business and management principles and the skills required of an accountant working in business.

Entry Requirements

Educational Background: A foundational understanding of mathematics, programming, and AI concepts is recommended.
Technical Proficiency: Familiarity with Python and machine learning tools is essential for this course.
Interest in Deep Learning: Ideal for professionals and learners passionate about mastering TensorFlow for AI-driven solutions.

Learning Outcomes

Master TensorFlow Basics: Gain a comprehensive understanding of TensorFlow’s architecture and functionality.
Build Neural Networks: Learn to design, train, and optimise neural networks using TensorFlow.
Enhance Model Performance: Develop skills to evaluate and fine-tune deep learning models for better accuracy and efficiency.
Apply TensorFlow to Projects: Use TensorFlow for real-world tasks like image recognition, NLP, and predictive analytics.

Target Audience

The Deep Learning with TensorFlow Training course is designed for professionals and learners seeking to advance their expertise in deep learning. It provides practical knowledge to build and deploy TensorFlow-based AI solutions effectively. Below are the individuals who will benefit from this course:

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

Course content

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)

MPES Support That Helps You Succeed

At MPES, we offer comprehensive support to help you succeed in your studies. With expert guidance and valuable resources, we help you stay on track throughout your course.

MPES Learning offers dedicated support to help you succeed in Accounting and Finance courses.
Get expert guidance from tutors available online to assist with your studies.
Check your eligibility for exemptions with the relevant professional body before starting.
Our supportive team is here to offer study advice and support throughout your course.
Access a range of materials to help enhance your learning experience. These resources include practice exercises and additional reading to support your progress.

Career Growth Stories

Discover how MPES Learning transforms careers with real success stories.

George Evans

The Financial Risk Management Course at MPES was invaluable in deepening my understanding of risk assessment and mitigation strategies. The hands-on learning approach allowed me to apply new concepts directly to my work. I highly recommend it for professionals in finance.

George Evans

Risk Manager

James Robinson

As a financial consultant, I am always seeking ways to enhance my expertise. The Investment Analysis Course at MPES exceeded my expectations, offering practical skills and knowledge that I can apply immediately in my consulting work. It's an outstanding choice for professionals in finance.

James Robinson

Financial Consultant

Laura Bennett

The Corporate Finance Course I attended at MPES was transformative. The depth of knowledge shared by the instructors and the relevance of the topics covered have directly impacted on our financial strategy. I strongly endorse this program for anyone in a leadership position in finance.

Laura Bennett

Chief Financial Officer

Emma Johnson

The Financial Modeling and Valuation Course at MPES was incredibly insightful. The practical applications and real-world examples helped solidify my understanding of complex concepts. I highly recommend this course to anyone looking to enhance their financial acumen.

Emma Johnson

Financial Analyst

Arvy Pasanting

As a qualified accountant, studying at MPES has been a very rewarding experience. Its team of passionate and dedicated mentors gave me the confidence and knowledge I needed to not just excel at my current role as an auditor, but also inspired me to expand my horizons.

Arvy Pasanting

Audit Senior (incoming Reconciliations Manager)

David Ford

I was recommended MPES after searching for a way to pursue a career in the accounting profession, I have studied with them throughout my journey utilising both their “in class” and online learning opportunities that fit around the needs of my employer, I have found them to be consummate professionals delivering first class accounting courses with support always available.

David Ford

Accountant

Aaron Allcote

As a finance officer, MPES has been a huge help in understanding the process of recording and processing transactions from all different perspectives. The courses are very easy to follow, and the training they provide can be applied to real-life scenarios. The courses have been a huge help for me, and I would highly recommend them.

Aaron Allcote

Finance Officer

Bob Beaumont

I completed all of my ACA studies with MPES and I think you would struggle to find a better training provider anywhere in the British Isles. MPES' tutors are excellent both at delivering training and giving individualised feedback and coaching. the supporting materials and the out of class support are also great.

Bob Beaumont

Senior Accountant

George Evans

George Evans

Risk Manager

James Robinson

James Robinson

Financial Consultant

Laura Bennett

Laura Bennett

Chief Financial Officer

Emma Johnson

Emma Johnson

Financial Analyst

Arvy Pasanting

Arvy Pasanting

Audit Senior (incoming Reconciliations Manager)

David Ford

David Ford

Accountant

Aaron Allcote

Aaron Allcote

Finance Officer

Bob Beaumont

Bob Beaumont

Senior Accountant

Have Questions? We’ve Got You

If you have any questions, we’re here to help. Find the answers you need in the MPES detailed FAQ section.

Q. What is the focus of Deep Learning with TensorFlow Training?

This course focuses on equipping learners with the skills to build, train, and deploy deep learning models using TensorFlow, enabling advanced AI applications across various industries.

Q. Do I need prior experience with TensorFlow to take this course?

No prior experience with TensorFlow is required, but familiarity with Python and basic AI concepts will help learners grasp the course content effectively.

Q. What practical skills will I gain from this course?

You will learn to design, train, optimise, and deploy deep learning models using TensorFlow, applying these techniques to tasks like image recognition and natural language processing.

Q. Who should take this course?

This course is ideal for data scientists, machine learning engineers, software developers, and anyone looking to advance their expertise in deep learning and TensorFlow applications.

Q. How is the course delivered?

The course includes expert-led sessions, hands-on exercises, and real-world case studies, ensuring a comprehensive and practical learning experience in TensorFlow.

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04-Dec-2024

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