List: Data Science and Bioinformatics | Curated by Nita Jain

May 3, 2024
73 stories
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Data Science and Bioinformatics
In
TDS Archive
by
Samuele Mazzanti
Boruta explained the way I wish someone explained it to meLooking under the hood of Boruta, one of the most effective feature selection algorithms
Mar 17, 2020
14
Mar 17, 2020
14
In
TDS Archive
by
Christian Leschinski
Are you interpreting your logistic regression correctly?Why regression coefficients alone do not tell you what you need to know to understand your model
Jul 5, 2022
1
Jul 5, 2022
1
In
TDS Archive
by
Sohit Miglani
The first step to learning bioinformatics is to not jump to bioinformatics.Mastering the fundamentals of coding patterns and computing systems is key to success in bioinformatics.
Nov 15, 2021
1
Nov 15, 2021
1
In
TDS Archive
by
Khalil Zlaoui
Using Simulation Studies to Motivate Modelling DecisionsSimulation studies are computer experiments that involve creating data by pseudo-random sampling. Using simulation studies can help you…
Feb 22, 2022
Feb 22, 2022
In
DataDrivenInvestor
by
Aman Arora
Why Random Forests can’t predict trends and how to overcome this problem?Random Forests are generally quite immune to statistical assumptions, preprocessing burden, handling missing values and are therefore,
Dec 28, 2018
4
Dec 28, 2018
4
In
The Startup
by
Mohammed Shammeer
Random Forest FailsThe serious mess that random forest could achieve. several sorts of data are much different than the ones we use for random forests.
Jan 20, 2021
Jan 20, 2021
In
TDS Archive
by
Ben Thompson
A limitation of Random Forest RegressionHow the rules of the neighborhood can hurt your predictions.
Dec 17, 2019
1
Dec 17, 2019
1
In
Cantos Ventures
by
Amee Kapadia
An Introduction to AI in Drug DiscoveryPerhaps the most obvious example of platform TechBio is AI-enabled drug discovery (AIDD), a sector that has experienced a breakthrough year…
Mar 8, 2022
5
Mar 8, 2022
5
Rishabh Sharma
Replacing My Job With ChatGPT for a DayI put ChatGPT to the test to replace me at work. Let’s dive together to find out what happened.
Mar 12, 2023
1
Mar 12, 2023
1
In
DataDrivenInvestor
by
Ihor Kendiukhov
AI for Biotech Knowledge ManagementApplying machine learning to extract value from the ocean of life science data.
Dec 17, 2020
Dec 17, 2020
Mukundh Murthy
A Beginner’s Guide to Singular Value Decomposition (SVD)No prior knowledge required — just common sense and a brain
Jun 11, 2021
1
Jun 11, 2021
1
In
Data Science 365
by
Rukshan Pramoditha
How to Avoid Data Leakage in Data PreprocessingAvoid data leaking from the test set into the training set
Aug 12, 2022
Aug 12, 2022
In
Data Science 365
by
Rukshan Pramoditha
Visualizing and Selecting Important Features in Random ForestBy making the feature importances plot
Jan 29, 2023
1
Jan 29, 2023
1
In
Geek Culture
by
Josep Ferrer
Having a personal Python Teacher using ChatGPTAnd how to take advantage of this amazing tool to enhance our Python skills.
Jan 4, 2023
8
Jan 4, 2023
8
Kritika Sharma
An IMPORTANT message to ALL developersSo, I recently read this comment on one of my YouTube videos and honestly, this broke my heart! It really made me sad for a little bit and…
Dec 20, 2022
93
Dec 20, 2022
93
In
Towards AI
by
Amit Chauhan
Fully Explained SVM Classification with PythonHow the classification problem is solved with a real-life example.
Feb 2, 2021
Feb 2, 2021
In
Towards AI
by
Towards AI Editorial Team
The Gradient Descent AlgorithmThe What, Why, and Hows of the Gradient Descent Algorithm
Oct 24, 2022
Oct 24, 2022
In
Towards AI
by
Towards AI Editorial Team
The Gradient Descent Algorithm and its VariantsGradient descent algorithm with code examples in python
Oct 24, 2022
1
Oct 24, 2022
1
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Mrinal Walia
Long Short Term Memory (LSTM) and how to implement LSTM using PythonWhat is LSTM? You might have heard this term in the last interview you gave for a Machine Learning Engineer position, or some of your…
Jul 10, 2022
1
Jul 10, 2022
1