Python for Bioinformatics - Drug Discovery Using Machine Learning and Data Analysis

Learn how to use Python and machine learning to build a bioinformatics project for drug discovery.

✏️ Course developed by Chanin Nantasenamat (aka Data Professor). Check out his YouTube
channels for more bioinformatics and data science tutorials:

⭐️ Code ⭐️

⭐️ Course Contents ⭐️
⌨️ (0:00) Introduction
⌨️ (4:29) Part 1 - Data collection
⌨️ (26:57) Part 2 - Exploratory data analysis
⌨️ (49:41) Part 3 - Descriptor calculation
⌨️ (1:01:51) Part 4 - Model building
⌨️ (1:10:41) Part 5 - Model comparison
⌨️ (1:18:15) Part 6 - Model deployment

🎉 Thanks to our Champion and Sponsor supporters:
👾 Wong Voon jinq
👾 hexploitation
👾 Katia Moran
👾 BlckPhantom
👾 Nick Raker
👾 Otis Morgan
👾 DeezMaster
👾 Treehouse
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[Alecor_studio]

Never in my life would I think I would get a video for this.. There's not many resources on bioinformatics on youtube. This is godsend! Thank you very much.

[helloworld]

I want to study bioinformatics and I'm currently learning python. So grateful for this course!

[louzewdie]

As someone with a Bioinformatics Minor who always wants to learn more, I cannot express how ecstatic and grateful I am to find your content.- Thank you good sir!!

[Dankman]

Im starting a job at Astrazeneca next month. Thank you sir for the course, I will use the knowledge to the best of my ability.

[clodsire_]

wish this vid came out sooner. i’m about to graduate as a bioinformatics major and i remember struggling so much bc of the lack of online resources and material. whereas you can learn anything online as a swe, you’re completely dependent on school for bioinformatics. to anyone wanting to pursue bioinformatics, it’s a very complex major but if ur passionate about bio, data analysis, and tech then it’s a great choice

[donutsandpenguins]

Can't believe how lucky I am! I was just considering my options among the hundreds of computer science branches yesterday, and bioinformatics and computational biology was the most interesting one I found. Since it's still new compared to the other branches, there wasn't much I could find out about it. Thanks a lot for the work put into this video!

[emmanuelonah]

Thank you professor. It's so heartwarming to have this quality of information shared for free. The best I have seen on Bioinformatics. All my questions answered and opened my eye to the many facets of computational drug modeling and simulation. Thank you once again, Prof.

[miltonkambarami]

I am from the Virology side of Bioinformatics and its wonderful to find a Bioinformatics-related tutorial on a computational-based learning platform. I feel Bioinformatics/Computational Biology is starting to embrace more of the Computational side to answer Biological questions and the two are starting to merge as one. Sooner or later Programming is going to be a compulsory skill just like writing but what will matter is types of questions and problems you can solve using programming.

[jaggyjut]

This is Pure Gold. Thank you for creating this tutorial.

[shakuntalabaichoo]

This is the best bioinformatics video/tutorial on youtube, I have ever come across. Thank you so much for such a great tutorial/resource!

[benjamintwumasi]

Thanks so much for this video, Professor. You have saved a million lives of people who want to learn Python for drug discovery. Thank you once again.

[joyrainbowdress]

I'm a dentistry student but I love computers as much as I love biology, I also would love to explore the world of clinical research and pharmacovigilance. I think I'd take up bioinformatics in my masters along with my clinical practice, it seems like the best intersection between healthcare and IT.

[azadjain]

I was searching for this content for long time. Finally this arrived. Thank you so much for invaluable content.

[bassamtork]

Huge work is put in this video, wonderful method of delivering the course. Many thanks to Dr. Chanin Nantasenamat

[brunobustos]

Computational neuroscience next please! Love your channel

[fernandofalat]

Just to awnser the question from 00:40:42 the transformation normalizates the kde distribution to follow a more uniform Gaussian profile. So far loving the class!

[stringpriest]

Thanks so much for this video. I obtained an Msc in pharmacognosy and taking another masters in Regulatory science. Trying to go into tech, I started a course in Data analysis but the goal is Data science. I am passionate about bridging tech and healthcare as related to data science in my thesis which leads me here. Thanks a lot once again.

[jannmikoingelrabagogamingc]

Oh hey! I am so grateful and excited for this one man! I am an upcoming 3rd year BS Pharmacy student and planning to do my undergraduate thesis on this area specifically.

[leonardomontes]

You are always on top guys! I really appreciate the way you share the knowledge! Thanks Quincy!

[ismail]

Hi Data Professor, I am doing PhD in Bioinformatics and my research topic is the same as of this video. Thnx alot for this video. I think i will need more of your support and guideline for my research.