its very good
Capstone Project: Advanced AI for Drug Discovery

In this capstone project course, we'll compare genome sequences of COVID-19 mutations to identify potential areas a drug therapy can look to target. The first step in drug discovery involves identifying target subsequences of theirs genome to target. We'll start by comparing the genomes of virus mutations to look for similarities. Then, we'll perform PCA to cut down our number of dimensions and identify the most common features. Next, we'll use K-means clustering in Python to find the optimal number of groups and trace the lineage of the virus. Finally, we'll predict similarity between the sequences and use this to pick a target subsequence. Throughout the course, each section will consist of a programming assignment coupled with a guide video and helpful hints. By the end, you'll be well on your way to discovering ways to combat disease with genome sequencing.
Status: Data Preprocessing
Status: Molecular, Cellular, and Microbiology
IntermediateCourse12 hours

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Bhavleen Singh
5.0
Reviewed Feb 3, 2026NEELOY BHATTACHARYA
3.0
Reviewed Jan 14, 2023The course designing can be improved to be more user-friendly. The assignment and technical support on the solutions should be related to some lessons beforehand.
lema kefyalew
2.0
Reviewed Dec 9, 2023The autograder doesn't work. I.e. you can't pass the assignment as the auto grader won't grade and you will never get your certificate. Don't buy unless the course owner resolved the issue.
Alexander Davis
2.0
Reviewed Oct 27, 2023The projects are interesting, but the automated grading leaves a lot to be desired. The grader feedback is useless for determining what caused the error.
Akshay Kadam
1.0
Reviewed May 2, 2022This is by far the most PATHETIC case study that I have ever come across. Don't know why are they calling this as case study. It is more of applying just 3~4 lines of code and thats it.
I had intially enrolled for this course, because I wanted to enter into this Biomedical field from AI & ML perspective. Once this capstone project started, there was actually no explanantion of even one column which was there in the form of dataset.
It was like, there are 8 columns, perform PCA on it, apply regression thats it. Its not even something that i would call it a case study. Its just like applying PCA, Linear Regression & Neural network code on it and get R2 value and loss in case of neural network.
I have no idea as to why would coursera has kept this course, at such a high price. I humbly request coursera to audit this course and get it removed as soon as possible.
I really felt like I wasted my important 3 hours on this course. Read carefully, it just took me 3 hours for completing course and till now I have no idea what does each column / attribute in the dataset stands for. If I had to do self study for understanding this dataset, I would rather gone to Kaggle for doing on my own.
Wanted to rate it as 0 star, but seems there is no option to rate 0.
Tarek Farid
1.0
Reviewed Dec 3, 2021Worst course/specialization I have run into on Coursera. The instructors are not good and material is lacking. It seems they googled some material and tried to put together a specialization that was completely useless. Let's put it this way. Some of the readings they offered in the courses where links to Wikipedia!!!
Frankly, this was a huge waste of time that I paid for.
I am not going to consider LearnQuest in the future and I would recommend that Coursera check the courses and so-called specializations they get paid for carefully before offering them to the students.
If Coursera had a phone number for students/customer services, I would have asked for my money back, but they don't!!! ( I thought it is illegal to get online payments from customers without having a working phone number). So, I will not be wasting more time than what this "LearnQuest" specialization has already wasted for me.
What a rip-off!
Pavel Rehak
1.0
Reviewed May 18, 2023This is the worst course I ever took on Coursera. There is on a few minutes of institution per week. It assumes you know the built in functions. There is no adequate instruction o how to help with the assignments. Feedback is very vague and does not tell you where you went wrong. You either get creditor you do not. You run in circles in bugs. Programs can work but you get no credit and you do not know why. I would not wish this course on my worst enemy. I am forced to give this one star, even though I do not think it merits that.
Shuvam Satyal
1.0
Reviewed Aug 26, 2024There is no Drug Discovery project as the course name suggests. There is no explanation about the data. Almost all assignments have bugs and the grader does not indicate what error has occurred in the notebook or where.
Haseeb Ahmad
1.0
Reviewed Jun 19, 2025It's grader is faults does not accept last assignment ...i really need a certificate on such courses but this low quality course and faculty grader is going to cost my future!!
Busra Demir
1.0
Reviewed May 22, 2023There are only assignments in this course. No explanation or anything.
To pass the assignments, you need to write exactly the same thing as in the solution.
Esteban Berdúo
1.0
Reviewed Nov 22, 2021The course can't be completed due to a grading error in the Week 2 assignment that hasn't been fixed for months.
Mihir Hurwanth
1.0
Reviewed Dec 6, 2023No support, most of the assignments are either blank or the grading does not work.
Utkarsh Mishra
1.0
Reviewed Apr 23, 2026nothing of significance
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