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Learner Reviews & Feedback for Advanced Learning Algorithms by DeepLearning.AI

4.9
stars
6,661 ratings

About the Course

In the second course of the Machine Learning Specialization, you will: • Build and train a neural network with TensorFlow to perform multi-class classification • Apply best practices for machine learning development so that your models generalize to data and tasks in the real world • Build and use decision trees and tree ensemble methods, including random forests and boosted trees The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. In this beginner-friendly program, you will learn the fundamentals of machine learning and how to use these techniques to build real-world AI applications. This Specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field. This 3-course Specialization is an updated and expanded version of Andrew’s pioneering Machine Learning course, rated 4.9 out of 5 and taken by over 4.8 million learners since it launched in 2012. It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley for artificial intelligence and machine learning innovation (evaluating and tuning models, taking a data-centric approach to improving performance, and more.) By the end of this Specialization, you will have mastered key theoretical concepts and gained the practical know-how to quickly and powerfully apply machine learning to challenging real-world problems. If you’re looking to break into AI or build a career in machine learning, the new Machine Learning Specialization is the best place to start....

Top reviews

DG

Apr 14, 2023

Extremely educational with great examples. Helpful to know Python beforehand or the syntax will become a time sync, and understanding the mathematics as going through the class makes it a decent pace.

SL

Aug 27, 2022

After copleting the course I found all conceptual knowlegde for visualising and implementing the algorithm in my work. Before this course I was not using the full potential of the advanced algorithm

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176 - 200 of 1,030 Reviews for Advanced Learning Algorithms

By Vaibhav C T R

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Oct 9, 2022

The course was well designed to give all the basic insights about the advanced learning algorithms.

I sincerely thank Andrew Ng sir and coursera for bringing such courses.

By Michel R

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Aug 2, 2023

I loved the course. Its hard to go through all the topics as a non mathematician, but with my CS background it worked well :-) Thank you for creating such great material.

By Larry_Liu

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Oct 9, 2022

Great course! Compared to the previous version, this version deletes the backpropagation in the neural network and adds the tree model, briefly introducing some knowledge.

By Louis S

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Sep 17, 2022

The course on decision trees, random forests and XGBoost is the perfect balance between summarizing key concepts and providing intuition of the maths behind the concepts.

By Sourav S

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Oct 9, 2023

The concepts of Neural Networks and Decision Trees have been explained thoroughly. The programming assignments further elaborated the implementation of these Algorithms.

By Sai R

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Mar 17, 2023

This course gave me the right idea about Advanced Machine Learning Algorithms and I've learned a lot of new skills across this course and I highly recommend this course.

By Will H

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Jun 19, 2022

An excellent update to the previous Machine Learning course. Goes into excellent detail about each algorithm and the practical notebooks are useful and easy to follow.

By Mo B

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Jul 30, 2022

The course is very comprehensive and all the concepts are well explained. One piece that's missing is back propagation. other than that, the course is just amazing.

By Ashna Y

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Jun 30, 2024

This course easy to understand for complete beginners, has perfect pace and best part is you get to implement theory in code and visualize everything for yourself

By George O

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Nov 7, 2023

I really had fun working through this course. I can't wait to take the final course of this specialization. Thanks a lot Deeplearning.ai, Andrew Ng, and Coursera.

By Omid E

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May 11, 2023

This course widened my view of machine learning algorithms, and it has lots of implementation for research fields of water resources engineering and management.

By Chris M

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Apr 10, 2023

The Notebooks were designed excellent!

Concepts from the lectures were presented in an easy-to-understand manner.

This course was, overall, challenging and fun!

By Badr T

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Oct 26, 2022

Very engaging course. It made neural networks accessible and understandable. The hands on labs gave a good foundation on how to use TF for creating neral nets.

By Vincent D

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Mar 24, 2024

Wonderfully taught by Professor Ng, well paced with the easy and hard topics, pushing the mind to the limit but also keeping you hooked with interesting stuff!

By Oluwalana O

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Dec 29, 2023

Covers the fundamentals in an interesting and easy-to-understand way. The practice labs and optional labs also strengthen your understanding of the material.

By Francisco L V

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Dec 28, 2023

This courses are amazingly great, it's so great that we can have access to them. Andrew explains incredibly well and everything is well structured and clear.

By Aditya P

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May 20, 2023

It is a really great course for a person like me who is fascinated at AGI. I would recommend it to people who are highly interested in Artificial Networking.

By Abeeha T

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Aug 22, 2024

An interesting and intuitive course indeed. Kudos to Mr. Andrew Ng for his tireless yet fruitful efforts. Love and respect from Pakistan to the entire team!

By Moussa y M

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Apr 16, 2024

c est extrêmement enrichissant.il offre une exploration approfondie des méthodes et des techniques utilisées dans le domaine de l apprentissage automatique.

By Milutin S

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Jan 8, 2023

Great course for everyone - even for the users who created a ML model before, this is the course that will help them improve their knowledge on every level!

By Ben T

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Apr 29, 2023

I appreciate Andrew as an instructor for this course because his method of explaining the subject helps students to understand the "why" behind the "what".

By Sohel A

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Dec 29, 2022

Great Course. I would like to thanks to the instructor Andrew Ng for his efforts and the whole team for comping us with such a nice and up-to-date course.

By Ali T

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Feb 13, 2024

One of the best courses to even gain excellent of deep neural networks. Will recommend everyone to do this course if they want to pursue Machine Learning.

By Shawn C

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Aug 16, 2023

Neurologically stimulating course! The videos were really interesting and informative. I really enjoyed learning the presented use cases and algorithms.

By Victor R G

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Oct 16, 2023

Nice course with really detailed explanations. Recommended for everyone who wants to learn about Machine Learning strategies and algorithms from scratch.