May 18, 2022

Blog @ Munaf Sheikh

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Top 6 Deep Learning and Neural Networks Courses and Certifications to Learn in 2022 – Best of Lot


Hello guys, if you are looking for the best online courses to learn Deep
Learning and Neural networks in 2022 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 understood content then they shy
away from covering advanced topics. 

After going through many 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

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 2022 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. 

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 its 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. 

best Coursera course for Deep learning

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 Courser 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. 

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 then 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 specialization
individually, you can also join the
Coursera Plus, a subscription plan from Coursera which gives you unlimited access to
their most popular courses, specialization, professional certificate, and
guided projects. 

best deep learning course for Beginners

That’s all about the best online course for deep learning in 2022.
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. 

Other Coursera and Programming Articles you may like

P. S. – While you can join all these Coursera courses individually,
I highly recommend you to go for
Coursera Plus
as with just $59 per month you get unlimited access to 3000+ Coursera
courses, professional certificates, and specializations. 



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