Deep Learning What is it?
Learn what deep learning is and explore its core concepts with this introductory deep learning course. Deep learning, a subset of machine learning, uses neural networks with many layers to model and understand complex patterns in data. This Deep Learning course will guide you through the fundamental concepts and practical applications of deep learning, offering a comprehensive overview of what makes it a powerful tool in artificial intelligence.
Through engaging modules, you will explore the basics of deep learning, including the structure and function of neural networks, and learn about popular architectures and their applications. Whether you're new to the field or seeking to enhance your knowledge, this Deep Learning course provides a solid foundation to understand and apply deep learning techniques effectively.
- Gain a foundational understanding of deep learning, including its history, key concepts, and importance in modern AI.
- Explore the differences between deep learning, machine learning, and traditional AI methods.
- Learn about neural networks, including their architecture, components, and how they process information.
- Understand the principles of backpropagation and optimization techniques used in training deep learning models.
- Discover various deep learning architectures such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Transformer models.
- Study how these architectures are applied to different types of data and problems.
- Explore how deep learning techniques are used in NLP to process and understand human language.
- Learn about applications such as text generation, sentiment analysis, and language translation.
All free online certificate courses at Oxford Home Study Centre are 100% free of charge from start to finish. There is no enrolment fee, all study aids are provided via our online learning platform and all of our courses are self-paced for total flexibility.
Our exclusive free courses provide the perfect opportunity to expand your knowledge, develop new skills and explore new professions. Upon completion of your free online certificate course, you will have the option of claiming one of three different types of certificates for a small fee:
- An official Course Completion Certificate from Oxford Home Study Centre
- A CPD Accredited Certificate to boost your CPD profile
- An Endorsed Certificate issued by the Quality Licence Scheme
Each of these certificates could prove helpful in supporting future job applications, or helping you climb the career ladder with your current employer. All certificates are 100% optional upon successful completion of your course - available to purchase with your preferred postage option.
For more information on certificate costs, head over to our pricing page or contact a member of the team at Oxford Home Study Centre anytime.
COURSE CONTENT
Module 1: Introduction to Deep Learning
This module explains what Deep Learning is, how it evolved, and why it powers today’s advanced AI systems. You will learn the core ideas behind deep neural networks and their real-world impact.
Module 2: Neural Networks and Deep Learning Basics
You will explore how neural networks function, including layers, neurons, activation functions and training methods. This module builds your foundation for understanding how deep learning models learn from data.
Module 3: Popular Deep Learning Architectures
This module introduces well-known architectures such as CNNs, RNNs and Transformers. You will learn what makes each architecture unique and how they are used in modern AI applications.
Module 4: Deep Learning for Natural Language Processing (NLP)
You will discover how Deep Learning models understand and generate human language. This module explains NLP techniques powered by deep learning, including text classification, translation and conversational AI.
HOW IT WORKS
Enhance your skills with our highly informative courses.
Pass the assignments by getting the required marks.
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WHY GET CERTIFIED
Earning a certification builds employer confidence in your skills. You can effortlessly add the credential to your portfolio and share it across platforms.
Earning a certification showcases your advanced skills and commitment to professional growth. This significantly increases your chances of getting hired.
Expanding your knowledge and skills is essential for landing a job, advancing to higher positions, and exploring new career paths.
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Course Info
| Course Level | Short Course |
| Awarding Body | OHSC |
| Course Duration | 200 Hours |
| Entry Requirements | Open to All |
| Start Date | Ongoing |