Deep Learning Course Overview
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
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 learners 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.
What’s included in this Deep Learning Course?
- World-Class Training Sessions from Experienced Instructors
- Deep Learning Certificate
- Digital Delegate Pack
Why choose us
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Deep Learning 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.
Live classes
Join a scheduled class with a live instructor and other delegates.
Interactive
Engage in activities, and communicate with your trainer and peers.
Global Pool of the Best Trainers
We handpick from a global pool of expert trainers for our Online Instructor-led courses.
Expertise
With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.
Global Reach
With classes running in all timezones, access any of our courses and course material from anywhere, anytime.
Unlock your potential with The Knowledge Academy's Deep Learning Course, 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 Deep Learning 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.
Highly experienced trainers
Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience
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
Small class sizes
Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment
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 at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.
Tailored learning experience
Leverage benefits offered from a certification that fits your unique business or project needs
Maximise your training budget
Cut unnecessary costs and focus your entire budget on what really matters, the training.
Team building opportunity
Our Deep Learning Course offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings
Monitor employees progress
The course know-how will help you track and evaluate your employees' progression and performance with relative ease
What our customers are saying
Deep Learning Course FAQs
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.
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.
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.
To attend this Deep Learning Course, delegates should have a basic understanding of Python, Linear Algebra, and Probability.
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.
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.
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.
This course takes 1-day to complete during which delegates participate in intensive learning sessions that cover various course topics.
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.
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.
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.
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.
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.
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.
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.
Yes, we provide corporate training for this course, tailored to fit your organisation’s requirements.
The Knowledge Academy in Australia 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.
The training fees for Deep Learning Coursein Australia starts from AUD3795
The Knowledge Academy is the Leading global training provider for Deep Learning Course.
Please see our Artificial Intelligence & Machine Learning courses available in Australia
Why choose us
Best price in the industry
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Many delivery methods
Flexible delivery methods are available depending on your learning style.
High quality resources
Resources are included for a comprehensive learning experience.
"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"
Joshua Davies, Thames Water
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Artificial Intelligence & Machine Learning Package
Save upto 40%Included courses:
Introduction to AI CourseAUD3795
Machine Learning CourseAUD3795
Deep Learning CourseAUD3795
Total without package: AUD11385
Package price: AUD6795 (Save AUD4590)
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