Top 6 Courses to Learn Neural Networks and Deep Learning in 2024 - Best of Lot

Hello folks, if you are looking for the best online courses to learn Deep Learning and Neural networks in 2024 then you have come to the right place. In the past, I have shared the best Data Science courses, best Data Science websites, and best Machine Learning courses, and in this article, I am going to share the best online courses to learn Data Science and Machine Learning for Beginners. I have hoped a lot of online platforms and websites to find deep learning courses which not only cover essential concepts but also cover them in a way that can be easily understood, but most of the courses fall short of it. Some courses have great content they cover every possible concept but they are very hard to understand, and in some courses where you have engaging and easy to understand content then they shy away from covering advanced topics.

After going through many deep learning and machine learning courses on Udemy, Pluralsight, Datacamp, and Udacity I can say that when it comes to learning Deep learning concepts, Coursera has the best learning material. The best thing about the Coursera program is that they are structured really well, which helps you to understand the subject better.

Coursera also helps you to gain excess from industry experts and top professors from world-class universities which were not possible earlier. You can now learn with Deep learning experts from IBM and Google by joining Coursera courses and certifications.

Another great thing which Coursera has is that you don't need to buy individual courses every time you want to learn something. Instead, you can just take a single Coursera Plus membership and join any Coursera course, project, or certification.

With a cost of $59 per month, Coursera Plus gives you access to more than 7000+ Coursera study material. You can also learn as many certificates as you want to boost your CV and gain in-demand skills online. Their annual plan is even cheaper with just $390 for the whole year, almost 50% saving.

6 Best Deep Learning and Neural Network Courses for Beginners to Learn in 2024

Without wasting any more of your time, here is the best online courses for deep learning and neural network. There is no surprise that all the courses in this list are from Coursera. I have also made sure to include both deep learning courses and specialization. Though, I highly recommend you to join a deep learning specialization on Coursera if you really want to master deep learning concepts.

1. Deep Learning Specialization by Andrew Ng

This is the most popular Deep learning program from Coursera and it's no surprise that this one was created by none other than Andrew Ng and his company deeplearnign.ai. This is also one of the most popular Deep learning specializations on Coursera with more than half a million students.

In this Coursera Certification, you will build and train neural network architectures such as Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, Transformers, and learn how to make them better with strategies such as Dropout, BatchNorm, Xavier/He initialization, and more.

You will also learn key theoretical concepts and their industry applications using Python and TensorFlow and tackle real-world cases such as speech recognition, music synthesis, chatbots, machine translation, natural language processing, and more.

Here are all the skills you will learn in his deep learning specialization:

Artificial Neural Network
Convolutional Neural Network
Tensorflow
Recurrent Neural Network
Transformers
Deep Learning
Backpropagation
Python Programming
Neural Network Architecture
Mathematical Optimization
hyperparameter tuning
Inductive Transfer

If you want to become a Machine Learning expert in 2024 or just want to master the fundamentals of deep learning and break into AI this is the perfect Coursera certification to start with. It's also recently updated with cutting-edge techniques!

Talking about the social proof, more than 635K students have joined this course which also makes this the most popular Deep Learning Specialization on Coursera. Given this is from DeepLearning.ai, a company by Andrew Ng, you can trust the material and quality of this course blindfolded.

Here is the link to join this certification - Deep Learning Specialization by Andrew Ng

Top Deep Learning and Neural Networks Courses for Beginners

2. Introduction to Deep Learning

If you are a complete beginner in deep learning and looking for a Coursera program then this course is for you. The goal of this online course is to provide learners with a basic understanding of modern neural networks and their applications in computer vision and natural language understanding

You will first learn about linear models and stochastic optimization methods that are important for training deep neural networks. You will also learn about the building blocks of neural networks, including fully connected layers, convolutional layers, and repeating layers.

This course is offered by HSE University and it's also part of Advanced Machine Learning Specialization, which is a great advanced level program for Machine learning on Coursera.

Talking about social proof more than 170K students have joined this course which is great and shows the trust people have put in this course. If you are a complete beginner in Deep learning then I highly recommend you to join this course.

3. Neural Networks and Deep Learning

This is one of the best course to learn about Neural Network on Coursera and it's particularly useful for beginners who wants to learn essential Neural network concepts and key parameters in neural network architecture.

This 27-hour long course is part of the Deep Learning Specialization which is a gem of the Coursera program from Andrew Ng and his team for ML and DL learners. More than 1 million people have already joined this course.

Here are the key skills you will learn in this course:

Deep Learning
Artificial Neural Network
Backpropagation
Python Programming
Neural Network Architecture

Talking about the benefits of this course and social proof, more than 11% started a new career after completing these courses and 14% got a tangible career benefit from this course

4. TensorFlow 2 for Deep Learning

There is no doubt that TensorFlow is one of the most popular machine learning libraries out there and it's absolutely critical for deep learning this course will teach you everything you need to learn about TensorFlow.

You will learn from what is TensorFlow to how to create deep learning models and train your datasets.

This is also a Coursera specialization means not one course but a collection of multiple courses. This Coursera program is offered by Imperial College London and its available completely online.

Here are all the skills you will learn in this course:

Tensorflow
Keras
TensorFlow Probability
Probabilistic Neural Networks
Deep Learning
Probabilistic Neural Network
Generative Model
Probabilistic Programming Language (PRPL)

There are three courses in this program, Getting Started with TensorFlow 2, customizing your models with TensorFlow 2, and Probabilistic Deep Learning with TensorFlow 2 and it's ideal to learn TensorFlow in-depth for deep learning.

best TensorFlow course for Beginners on Coursera

5. Deep Learning for Business

If you want to learn Deep Learning from a Business perspective then you will love this Deep Learning course from Yonsei University on Coursera. This course is taught by Jong-Moon Chung

This course is divided into three-part, the first of which focuses on a future business strategy based on Deep Learning and Machine learning technology, while the second and third parts are more technical and focus on TensorFlow and Neural Network.

Talking about social proof, more than 30K people have joined this course and it has on average a 4.4 rating out of 5 which is great and a testament to the quality and information it provides.

6. Introduction to Deep Learning & Neural networks with Keras

This is one of the best Deep Learning and Neural Network course for beginners. This course provides a nice overview of deep learning and answers many of your questions, like what is deep learning and how deep learning models are compared to artificial neural networks.

You will also learn about the various deep learning models and create your first deep learning model with the Keras library. This course is also part of the IBM AI Engineering Professional Certificate, one of the popular Coursera certifications among AI learners.

Talking about social proof, more than 21K students have joined this course and it has, on average 4.7 ratings from 5 which is amazing. If you are new to deep learning and neural network, I highly recommend you ot join this course and learn essential deep learning concepts with Keras.

By the way, instead of joining these courses and specializations, individually, you can also join the Coursera Plus, a subscription plan from Coursera gives you unlimited access to their most popular courses, specialization, professional certificate, and guided projects.

That's all about the best online course for Deep Learning and Neural Network in 2024. This list also includes the popular deep learning certification from Coursera, which you can join to become a deep learning master. The specialization contains the best courses one can join to learn Deep learning in-depth, including all the tools, techniques, and concepts required for machine learning.

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P. S. - While you can join all these Coursera courses individually, I highly recommend you to go for Coursera Plus with just $59 per month, you get unlimited access to 5000+ Coursera courses, professional certificates, and specializations.

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Thursday, October 3, 2024