List: Data Science | Curated by Erdogan Taskesen

Mar 29, 2023
23 stories
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Data Science 
Sole from Train in Data
Feature selection with Lasso in PythonThe Lasso regularization has the ability to shrink coefficients to 0 and as such allows for feature selection out-of-the-box.
Aug 16, 2022
Aug 16, 2022
In
Geek Culture
by
Alexandre Henrique
Dimensionality reduction with Factor Analysis on Student Performance dataA dimensionality reduction technique with interpretable outputs
Nov 15, 2021
1
Nov 15, 2021
1
Martin Liebig (Schmitz), PhD
There is No Place for model.fit() Data ScientistsA lot of people come into the data science field. And when I say a lot, I mean A LOT. I think that’s good for us, genuinely good. More…
Mar 4, 2022
33
Mar 4, 2022
33
Wadie Skaf
5 Secrets no one tells you about being a Data ScientistWhat’s it like to be a Data Scientist? 5 secrets you should know.
Dec 16, 2021
4
Dec 16, 2021
4
In
TDS Archive
by
Dr. Varshita Sher
End to End Deep Learning Project: Part 1Implementing an EfficientNet image classification model for transfer learning with Keras
Nov 18, 2021
1
Nov 18, 2021
1
In
TDS Archive
by
Andrew Zhu
Clean Up Data Noise with Fourier Transform in PythonUse Fourier Transform to clean up time series data in the shortest Python code
Oct 8, 2021
7
Oct 8, 2021
7
In
Level Up Coding
by
Pralabh Saxena
Python One-Liners That Every Programmer Should KnowHandy one-liners to code like a pro programmer
Nov 12, 2021
8
Nov 12, 2021
8
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In
Neo4j Developer Blog
by
Niels de Jong
NeoDash 2.0 — A Brand New Way to Visualize Neo4jVisualizing graph data is often key to the success of a Neo4j project. This post will go over the big changes in the NeoDash 2.0 release.
Dec 14, 2021
Dec 14, 2021
In
TDS Archive
by
Bex T.
Kaggler’s Guide to LightGBM Hyperparameter Tuning with Optuna in 2021
Sep 3, 2021
9
Sep 3, 2021
9
In
Analytics Vidhya
by
HARSHITA GARG
Calendar Heatmaps : A perfect way to display your time-series quantitative dataA quick and simple guide to create calendar heatmaps using Python libraries and add interactivity using widgets
Nov 20, 2021
1
Nov 20, 2021
1
In
TDS Archive
by
Aqeel Anwar
Types of Machine Learning Interviews and how to ace themA detailed guideline on different categories of machine learning interviews and how to prepare for them.
Nov 20, 2021
2
Nov 20, 2021
2
Maslova Victoria
Bayesian Hyperparameter Optimization of Gradient Boosting MachineIn this article we will walk through automated hyperparameter tuning using Bayesian Optimization. Specifically, we will optimize the…
Oct 25, 2021
1
Oct 25, 2021
1
In
TDS Archive
by
Dr. Varshita Sher
Understanding Python imports, __init__.py and pythonpath — once and for allLearn how to import packages and modules (and the difference between the two)
Oct 7, 2021
28
Oct 7, 2021
28
In
TDS Archive
by
Damian Ejlli
Three Statistical Physics Concepts and Methods Used in Machine LearningAnd many other concepts are making their way
Oct 18, 2021
2
Oct 18, 2021
2
In
TDS Archive
by
Madison Hunter
How to Use the Feynman Technique to Become an Expert in the Most Complicated Concepts in Data…Teachings from the “Great Explainer” will help you master data science
Oct 19, 2021
5
Oct 19, 2021
5
 This story is no longer available
In
TDS Archive
by
Tomaz Bratanic
Complete guide to understanding Node2Vec algorithmAn in-depth guide to understanding node2vec algorithm and its hyper-parameters
Aug 16, 2021
3
Aug 16, 2021
3
In
TDS Archive
by
Kenneth Leung
How to Deploy Interactive Pyvis Network Graphs on StreamlitPublish your beautiful network graphs online with Python and Streamlit for the world to visualize and interact with
Aug 31, 2021
4
Aug 31, 2021
4
In
TDS Archive
by
Brittany Davis
When Correlation is Better than Causation“Correlation does not equal causation”
Aug 11, 2021
1
Aug 11, 2021
1