Wednesday, October 7, 2020

Coursera Course Review - Deep Learning Specialization by Andrew Ng

Hello guys, if you are looking for the best Deep learning course online or thinking to join Deep Learning Specialization by Andrew Ng on Coursera but thinking whether it's worth your time and money or not then you have come to the right place. Earlier, I have shared the best Coursera courses for Data Science,  Machine Learning, and Python Programming, and today, I will review one of the most popular Deep Learning specializations on Coursera or should I say on the internet, The Deep Learning Specialization by Andrew Ng and his team, offered by deeplearning.ai. While there are many Deep learning courses available online, this is by far the most detailed and comprehensive, yet engaging course on deep learning. 


Artificial Intelligence is everywhere in our lives today from searching in google or video recommendation on youtube to self-driving cars and smart cameras in your city. Companies are now competing to get involved in this industry and add AI to their product for better performance and user experience whether it was a physical product or an online service.

If you are a software engineer or a python user and you want also to get involved in this industry and break into AI I will recommend to you taking a massive online course on Coursera called Deep Learning Specialization that contains five small courses teaching you the foundation of this technology as a beginner.

This article will show you the deep learning specialization review in many aspects such as the reputation of the instructor as well as the subjects being covered inside the specialization and people review when they’ve finished the program.



Review of  Deep Learning Specialization by Andrew Ng on Coursera

Now, let's start to find out whether the Deep Learning Specialization by Andrew Ng on Coursera is the right course to learn Deep Learning or not. We'll review the course on important parameters like Instructor, course content, and what other people who have already taken this course think about this specialization.  

1. The Instructor Reputation

The specialization instructor is known as Andrew Ng and he is the Co-founder o this online platform Coursera and also a businessman as well as an investor. He earned his bachelor's degree in computer science and statistic back in 1997 from the Carnegie Mellon University and a master's degree from MIT next year.

Andrew Ng worked as a professor at the Stanford University and many other jobs such as google and he invented the Google Brain in 2012 with his peer Jeff Dean and have created many courses in the field of artificial intelligence such as the classic and the most popular machine learning course offered from Stanford University and this deep learning specialization.


2. The Specialization Content and Syllabus

This specialization will deep dive you into the Artificial Intelligence industry and you will master not only the theory behind this science but also applied in real-world projects so let’s see what this course offers:

2.1 Neural Networks and Deep Learning

The first course will teach you the theory behind deep learning as well as applying this technology in the real-world such as creating and training a simple neural network and understand the key parameters of deep learning.


2.2 Improving Deep Neural Networks

After understanding the foundation of deep learning and how to create a simple neural network you see now how to optimize the performance of your model by applying many algorithms and tactics such as the dropout regularization as well as the gradient descent using TensorFlow.


2.3 Structuring Machine Learning Projects

Creating some machine learning or deep learning models does not make you a leader of a team to create a successful AI product so this course will teach how to become a leader and diagnose machine learning errors as well as understand complex ML settings and more.


2.4 Convolutional Neural Networks

Now you understand how to design and build a simple neural network and optimizing it and you will jump into creating a convolutional neural network and start implementing computer vision to recognize faces as well as self-driving cars and using style transfer to generate arts and many other things.


2.5 Sequence Models

The last and most complex subject is learning sequence models which is natural language processing and makes the machine understand and learn the human language using many algorithms such as Recurrent neural networks as well as LSTM and more.


3. People Reviews

For the people review on this course, I want to tell you the is really worth it since it gets around 4.8 stars out of 5 by around quart million people have rated this specialization and more than 517K students has enrolled in this program and the statistics have shown that 41% of the user who has taken this program has started a new career in this industry while 14% have got a promotion on their jobs

If you see the people reviews some of them liked the course since it shows them in-depth how deep learning and AI works step by step with simple quizzes and the videos were good in production.

Some of them didn’t like the user experience maybe because of the hard math implemented in this course or they didn’t like the videos production and the quizzes being very easy and simple but 4.8 starts are enough to convince people to enroll in this course and start a new career in this field.

And, here is the link to join this course - Deep Learning Specialization by Andrew Ng

best coursera course for deep leanring



That's all about the Deep Learning Specialization by Andrew Ng on Coursera. Artificial Intelligence is widespread in almost every product or service that we use in our daily life and we can not imagine this new age to get developed more and more without this technology so learning this field is really good if you are planning to have a career in this industry or just for fun and educational purposes.

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Thanks for reading this article. If you like this review of Deep Learning  Specialization by Andrew Ng on Coursera then please share it with your friends and colleagues. If you have any questions or feedback then please drop a note.

P. S. - And, If you are looking for the best Udemy online courses to learn Data Science with Python on then you can also check out Deep Learning A-Z: Hands-On Artificial Neural Network by Kirill Eremenko and his SuperDataScience team on Udemy. They have the best deep learning online courses on Udemy. 

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