It is really way below level of the expected. It is totally a disappointment for me. I hope they design whole specialization from start. I am bored. I will not tell the necessary things to improve course anymore. The bad side is they will belive that their course is well because of the 4.6 rating but i believe this spec does not reflect the level of deeplearning.ai. I hope they realize it.

most of important topics were overlooked unfortunately. this instructor poorly explained important topics.

I enjoyed taking this course. The material was carefully crafted, and the labs and assignments were beneficial. If you are familiar with probability and statistics, you can easily navigate this course. However, if this subject is new, you may need to consult a reference book to complement the video lectures with book readings and exercises. In this case, the time to conclude the course may need to be extended (i.e., you must set your goals accordingly.) Overall, I am delighted with the course, and I want to congratulate the instructor and his supporting team for offering us this course.

This course on Coursera exceeded my expectations. The 'Probability and Statistics for Machine Learning and Data Science' course is both thorough and accessible, making it perfect for learners at various stages. The interactive elements and hands-on projects enhance the learning experience, making the theoretical knowledge applicable to real-world problems. The instructors break down difficult topics into manageable sections, and the course structure is well thought out. I feel much more prepared to tackle machine learning challenges after completing this course.

I took this to help prepare for my master's courses in ML, and I have to say, this helped me a lot. I was really surprised at the level of overlap from my master's courses and the content in this course. I think it did a really nice job explaining the notations, which I think is one of the biggest hurdles as to understanding statistics. I am very satisifed after taking this, and the items I learned in this course absolutely have application for the rest of my degree.

Excellent course with detailed training videos, illustrations & labs. Good mix of mathematical concepts with Python code. Would highly recommend for a mathematical student to start with Machine learning. Special thanks to Louis (instructor) for the design & presentation of the course.

Super course. Very detailed and easily understandable. But not for beginners. The best advantage is that, this course is an one part of entire course which has three parts in total(another courses). This can complete your math skills in ML and DS.

I love all the courses in this specialization! I appreciate how you made complex problems seems much easier to comprehend and also show real world applications of them so they have context. Thank you for these great courses!

Content are well structured , I like the hands on labs which are close to IT data assignment.. Teaching method with practical explanation to under the concepts is good , which is able to understand concepts and apply ,..

The course is exceptional in all aspects. From teaching to assignments, the course is very well designed to maximise the learning outcomes. I recommend this course to everybody trying to enter into data science.

this course is amazing! this course teachs how important probabilities is in machine learning and covers alots of topics where probabilities and statistics are useful in machine learning

Thanks DeepLearning.AI for creating this specialization. I went from the guy that everytime i hear the word 'math i'd freakout to 'math is my lover'. Once again thank you for everything

The course was very detailed and interactive, which made learning about statistics and probability easy. The engaging visuals were a great aid in understanding the concepts.

Clear, serious and captivating. I think that i now have a toolbox even though i was allergic to the matter (stats and prob).

Very nicely explained. Lab assignments provide a great opportunity to implement the concepts learnt on real world use cases.

Excellent course, I enjoyed every lesson, the teachers are great they explain complex concept in easy way I love it!!!

Nice recap of what we should now from university. The way of explanation with using examples was really helpful.

Very good course! Highly recommended to those who are just starting to learn mathematics for machine learning

Perfect blend of Math and Python to have a Deep Basic foundation in Machine Learning and Data Science

Best Course for statistics beginners. It saves tons of hours from digging book or sources.

Great explanation. Easy to understand. The labs are understandable and very practical.

Very complete course to refresh and get some new knowledge to use in Machine Learning

Very good explanations, great labs, and easy to accomodate it to your pace!

Excellent course! Great instructor, useful exercises, amazing slides.

The best statistic course i have taken so far. Simply amazing