Deep learning is a type of Machine Learning that uses artificial neural networks to simulate the behavior of the human brain. Although it is not as capable as the human brain, deep learning can learn from large amounts of data and is the driving force behind many AI applications and services that automate analytical and physical tasks without human intervention.
Deep learning is used in everyday products and services like digital assistants, voice-enabled TV remotes, and credit card fraud detection, as well as emerging technologies like self-driving cars. This rapidly growing field has applications in various domains such as computer vision, natural language processing, and speech recognition, making it a potentially lucrative career path.
Online courses are a great way to learn about deep learning as they are flexible, self-paced, and accessible from anywhere with an internet connection. Online courses are also often more affordable than traditional courses, and some of them are even free.
This article talks about some of the best deep-learning online courses available.
| Course | Platform | Duration | Rating |
| Deep Learning A-Z™ 2023: Neural Networks, AI & ChatGPT Bonus | Udemy | 22.5 Hours | 4.5/5 |
| Deep Learning Specialization | Coursera | 3 Months | 4.9/5 |
| Professional Certificate in Deep Learning (IBM) | edX | 7 Months | 4.6/5 |
| Deep Learning Course (with Keras & TensorFlow) Certification Training | Simplilearn | 3.9 Hours | 4.5/5 |
| Deep Learning on Azure with Python: Introduction to Deep Learning | FutureLearn | 4 Weeks | 4.8/5 |
| Deep Learning and Neural Networks with Python | Skillshare | 4 Hours 23 Minutes | 3.9/4 |
| Deep Learning: Getting Started | LinkedIn Learning | 1 Hour 8 Minutes | 4.5/5 |
| Introduction to Deep Learning | Udacity | 4 Weeks | 4.7/5 |
| Language Models in Python: Generative Text | Codecademy | 1 Hour | 4.0/5 |
| Tensorflow 2.0: Deep Learning and Artificial Intelligence | Udemy | 23 Hours 20 Minutes | 4.6/5 |
Deep Learning A-Z™ 2023: Neural Networks, AI & ChatGPT Bonus – Udemy
With over three lakh students enrolled, this is the best-selling Deep-learning course at Udemy. The instructor provides an excellent understanding and practical application of Artificial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, Self-Organizing Maps, Boltzmann Machines, and AutoEncoders. This course is 22.5 hours of online training which includes 3 downloadable resources, and 33 articles.
Deep Learning Specialization – Coursera
With over eight lakh students enrolled, this is an intermediate course that delivers excellent guidance in building and training diverse neural networks, utilizing TensorFlow, and applying advanced techniques in deep learning applications. Enjoy a flexible schedule with a 3-month duration, dedicating 10 hours a week, and the freedom to learn at your own pace.
Professional Certificate in Deep Learning (IBM) – Edx
The instructor excels in conveying fundamental Deep Learning concepts, guiding the building, training, and deployment of various neural networks, and expertly applying Deep Learning to real-world scenarios. Embark on a comprehensive learning journey with expert instruction through six skill-building courses. with a rating of 4.6/5 stars, this is the best course on Edx.
Deep Learning Course (with Keras & TensorFlow) Certification Training – Simplilearn
This course provides comprehensive certification training with a focus on Keras and TensorFlow. Participants gain expertise in deep learning principles, leveraging popular frameworks for practical applications. The course covers essential concepts, tools, and hands-on experience, ensuring proficiency in implementing deep learning techniques.
Deep Learning on Azure with Python: Introduction to Deep Learning – Futurelearn
Discover the world of deep learning in Python with the Microsoft Cognitive Toolkit by learning about algorithms and neural networks for 4 weeks. Learn 5 hours per week in this 100% online course, available for INR 1,900/month, which fits seamlessly as the fourth module in a comprehensive ExpertTrack. Stay at the forefront of your industry, enhance your resume with validated certifications and put your career aspirations into action. This course offered by FutureLearn has a rating of 4.8 out of 5 based on 2,938 ratings.
Deep Learning and Neural Networks with Python – Skillshare
The course is designed to demystify the captivating world of deep learning, artificial intelligence, and artificial neural networks. The course is ideal for those with prior Python experience, it covers all the essential topics to deepen your understanding in this evolving technology. This course delves into a comprehensive range of topics, including Artificial Neural Networks, Multi-Layer Perceptions, Tensorflow, Keras, Convolutional Neural Networks, Recurrent Neural Networks, Variational Auto-Encoders (VAE’s), and Generative Adversarial Networks (GAN’s).
Deep Learning: Getting Started – LinkedIn Learning
The instructor provides excellent guidance in simplifying the study of deep learning. The course starts with an introduction to deep learning, covers artificial neural networks and architectures, and navigates through neural network building blocks with clear explanations. With a duration of 1 hour and 8 minutes, this intermediate-level course offers a concise yet comprehensive learning experience.
Introduction to Deep Learning – Udacity
The course delves into the basics of deep learning, explaining when and how to use it. The course covers key algorithms, and the goals of deep learning, and connects theory with hands-on practice using PyTorch. With unlimited access, personalized project reviews, program certificates, and engagement in the learner community, the 4-month plan is available at INR 82,000.
Language Models in Python: Generative Text- Codecademy
In this course, learners will explore the generation and translation of text using seq2seq deep learning techniques, employing long short-term memory networks and recurrent neural networks. It covers essential skills like text generation and translation with deep learning, along with creating neural models in TensorFlow. A certificate of completion is included with paid plans, and there is a prerequisite of completing one course.
Tensorflow 2.0: Deep Learning and Artificial Intelligence – Udemy
This course provides an in-depth exploration of machine learning and neural networks. With 23.5 hours of on-demand videos available on both mobile and TV platforms, more than forty-nine thousand learners, and a certificate of completion on paid plans, participants receive lifetime access to 21 sections comprising 139 lectures totaling 23 hours and 20 minutes. With a rating of 4.6 out of 5 and 10,472 reviews, the content, delivery, and overall learning experience are commendable.
