Deep Learning Course Outline

Module 1: Machine Learning Basics

  • What is Machine Learning?
  • Need for Machine Learning
  • Types of Machine Learning

Module 2: Introduction to Deep Learning

  • Importance of Deep Learning
  • How Deep Learning Works?
  • Difference Between Deep Learning and Machine Learning

Module 3: Artificial Neural Network

  • Introduction
  • Characteristics of Artificial Neural Network

Module 4: Deep Neural Networks

  • Feedforward Networks
  • Convolutional Neural Networks
  • Recurrent Neural Networks

Module 5: Linear Algebra

  • Mathematical Objects
  • Computational Rules in Linear Algebra
  • Matrix Multiplication Properties

Module 6: Probability

  • Terminology
  • Random Variables
  • Probability Distributions
  • Marginal Probability
  • Conditional Probability
  • Chain Rule of Conditional Probabilities
  • Baye’s Rule

Module 7: Auto Encoders

  • Need of Auto Encoder
  • Architecture of Auto Encoders
  • Applications of Auto Encoders

Module 8: Computational Graphs

  • What are Computational Graphs?

Module 9: Monte Carlo Methods

  • Introduction
  • Machine Learning in Monte Carlo Method

Module 10: Deep Generative Models

  • Introduction
  • Boltzmann Machines
    • Functioning of Boltzmann Machines

Module 11: Deep Learning Applications

  • Applications of Deep Learning

Module 12: Libraries and Frameworks

  • Libraries
  • Framework
    • Features of Deep Learning Framework
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Who should attend this Deep Learning Course?

This Deep Learning Training Course aims at equipping individuals with knowledge of Natural Language Processing, Robotics, and even Healthcare. This course will teach Deep Learning algorithms, technologies, and applications providing delegates the skills needed to implement and adapt Deep Learning models for different tasks. This course can be beneficial for a wide range of professionals, including:

  • Data Scientists
  • Machine Learning Engineers
  • Research Scientists
  • Software Developers
  • Artificial Intelligence (AI)/Machine Learning (ML) Product Managers
  • Business Analysts
  • Finance Professionals

Prerequisites of the Deep Learning Course

To attend this Deep Learning Training Course, delegates should have a basic understanding of Python, Linear Algebra, and Probability.

Deep Learning Course Overview

Deep Learning is a subset of Artificial Intelligence (AI) that focuses on algorithms inspired by the structure and function of the human brain's neural networks. It's pivotal in revolutionising industries like healthcare, finance, and technology by enabling machines to learn from data, recognise patterns, and make intelligent decisions autonomously.

Proficiency in Deep Learning Course is crucial for Data Scientists, AI Engineers, Software Developers, and Researchers. Mastering this field empowers professionals to create innovative image and speech recognition solutions, natural language processing, autonomous vehicles, and predictive analytics. It is essential for those aiming to stay competitive and drive technological advancements across various industries.

This intensive 1-day Deep Learning Training equips delegates with fundamental concepts and practical skills in deep learning. Through hands-on workshops and expert-led sessions, delegates comprehensively understand neural networks, convolutional and recurrent neural networks, and their applications. Delegates learn to implement deep learning models, interpret results, and optimise algorithms for diverse real-world scenarios.

Course Objectives

  • To understand the foundational principles of neural networks
  • To explore various deep learning architectures, including CNNs and RNNs
  • To apply Deep Learning algorithms in image and speech recognition tasks
  • To analyse and interpret profound learning model results effectively
  • To optimise and fine-tune neural networks for improved performance
  • To comprehend ethical considerations in deploying deep learning solutions
  • To develop practical skills through hands-on exercises and case studies
  • To foster confidence in applying deep learning techniques in real-world projects

After completing the Deep Learning Training, delegates receive a certification validating their proficiency in deep learning fundamentals. This certification attests to their understanding of neural network concepts, ability to design and implement deep learning models, and skills in utilising these techniques to solve practical problems effectively.

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What’s included in this Deep Learning Course?

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

 


You’ll also get access to the MyTKA Training Portal, which will be your go to hub for all your training.
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Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Deep Learning Course Course. 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.

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Live classes

Join a scheduled class with a live instructor and other delegates.

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Interactive

Engage in activities, and communicate with your trainer and peers.

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Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

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Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

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Global Reach

With classes running in all timezones, access any of our courses and course material from anywhere, anytime.

Master Deep Learning Course with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

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Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

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Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Deep Learning Course industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

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Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

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Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Experience the most sought-after learning style with The Knowledge Academy's Deep Learning Course Course. 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 Deep Learning Course sessions.

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Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

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State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

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Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

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Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite Deep Learning Course Course at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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Team building opportunity

Our Deep Learning Course Course offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Package deals for Deep Learning Course

Our training experts have compiled a range of course packages on a variety of categories in Deep Learning Course, to boost your career. The packages consist of the best possible qualifications with Deep Learning Course, and allows you to purchase multiple courses at a discounted rate.

Deep Learning Course FAQs

What is Deep Learning?

Deep Learning is a branch of Machine Learning using neural networks to imitate human brain functions, processing data in complex layers for tasks like image recognition and language processing.

What is the difference between Machine Learning and Deep Learning?

Machine learning is a subset of AI that focuses on algorithms learning from data to make predictions, while deep learning is a specialised area within machine learning that uses neural networks with many layers to model complex patterns, particularly in large datasets.

What are the benefits of this Deep Learning Training?

The Deep Learning Training enhances skills in building neural networks, improving AI model performance, and understanding algorithms. It equips individuals with the knowledge to solve complex problems and advance in data science and AI careers.

Are there any prerequisites needed for Deep Learning Course?

To attend this Deep Learning Course, delegates should have a basic understanding of Python, Linear Algebra, and Probability.

Who should attend this Deep Learning Online Courses?

This Deep Learning Training is ideal for data scientists, AI researchers, software engineers, and professionals keen to enhance their skills in machine learning, neural networks, and AI technologies for solving complex business challenges.

Do you offer 24/7 support for this Deep Learning Training?

Yes, The Knowledge Academy offers 24/7 support for Deep Learning Online Courses via phone & email before attending, during, and after the course. Our customer support team is available to assist and promptly resolve any issues you may encounter.

What is included in this Deep Learning Online Training?

In this Deep Learning Online Training, delegates will have intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.

What is the duration of this Deep Learning Certification Course?

This course takes 1-day to complete during which delegates participate in intensive learning sessions that cover various course topics.

What will I learn in this Deep Learning Specialisation?

In this Deep Learning Specialisation, you will learn to design, build, and optimise neural networks, understand key algorithms, implement deep learning models, and apply AI techniques to solve real-world problems in various industries.

What practical skill sets can I expect to have upon completing this Deep Learning Certification?

Upon completing the Deep Learning Certification, you will gain practical skills in building and training neural networks, optimising machine learning models, working with deep learning frameworks, and applying AI solutions to real-world problems.

Do I need any prior experience to take this course?

While prior experience in programming, machine learning, or data science is beneficial, it is not essential. The course is designed to accommodate beginners, gradually building the necessary skills for deep learning applications.

What kind of jobs can I expect based on this training?

With this training, you can pursue roles such as Data Scientist, Machine Learning Engineer, AI Specialist, Deep Learning Engineer, and Research Scientist, applying advanced AI techniques to solve complex business and technological challenges.

Who should I contact if I am unable to access my Deep Learning Course?

If you face any issues in accessing the Deep Learning Course materials, then you can reach out to our customer support team who will provide you with quick assistance to resolve the issue.

Are there practical components or hands-on activities in Deep Learning Certification?

Yes, the certification includes practical components and hands-on activities, where you will work on building and training neural networks, applying deep learning frameworks, and solving real-world problems to reinforce theoretical concepts.

Do you provide self-paced module for this training?

The Knowledge Academy provides flexible self-paced training for this course. Self-paced training is beneficial for individuals who have an independent learning style and wish to study at their own pace and convenience.

Do you provide corporate training for this Deep Learning Course?

Yes, we provide corporate training for this course, tailored to fit your organisation’s requirements.

Why choose The Knowledge Academy in the United Kingdom over others?

The Knowledge Academy in the United Kingdom stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this course.

What is the cost/training fees for Deep Learning Course in the United Kingdom?

The training fees for Deep Learning Coursein the United Kingdom starts from £1995

Which is the best training institute/provider of Deep Learning Course in the United Kingdom?

The Knowledge Academy is the Leading global training provider for Deep Learning Course.

What are the best Artificial Intelligence & Machine Learning courses in the United Kingdom?

Please see our Artificial Intelligence & Machine Learning courses available in the United Kingdom

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