List: Data Science | Curated by Eyal Kazin PhD

Feb 16, 2025
32 stories
Data Science
In
TDS Archive
by
Torsten Walbaum
What 10 Years at Uber, Meta and Startups Taught Me About Data AnalyticsAdvice for Data Scientists and Managers
May 30, 2024
104
May 30, 2024
104
In
Gorilla Tech Blog
by
Alexander Bader
How can we quantify similarity between time series?Comparing metrics for time series clustering…
May 27, 2021
9
May 27, 2021
9
In
The Pythoneers
by
Thomas Konstantinovsky
Cross-Correlation and Coherence in Time Series Analysis: How to Uncover Relationships between…Exploring Lead-Lag Dynamics and Synchronization in Signals Using Cross-Correlation and Coherence
Oct 1, 2024
1
Oct 1, 2024
1
In
TDS Archive
by
Saankhya Mondal
Game Theory, Part 1 — The Prisoner’s Dilemma ProblemGame theory is prevalent in real-life scenarios and decision-making
Oct 22, 2024
2
Oct 22, 2024
2
In
TDS Archive
by
TDS Editors
2024 Highlights: The AI and Data Science Articles That Made a SplashThe stories that resonated the most with our community in the past year
Dec 19, 2024
6
Dec 19, 2024
6
In
TDS Archive
by
Sofya Lipnitskaya
100 Years of (eXplainable) AIReflecting on advances and challenges in deep learning and explainability in the ever-evolving era of LLMs and AI governance
Dec 18, 2024
7
Dec 18, 2024
7
In
TDS Archive
by
Angela & Kezhan Shi
What Bias-Variance Bulls-Eye Diagram Really RepresentAnd what is its relationship with underfitting and overfitting
Jun 4, 2021
1
Jun 4, 2021
1
Pelin Okutan
Board Games and Decision Making with Markov ChainsBoard games are a classic pastime that not only provide entertainment but also present fascinating opportunities for analysis and strategy…
Jul 21, 2024
1
Jul 21, 2024
1
In
TDS Archive
by
Cassie Kozyrkov
Metric Design for Data Scientists and Business LeadersWhat’s the hardest part of metric design?
Oct 23, 2022
6
Oct 23, 2022
6
In
dunnhumby Science blog
by
Roxana Pamfil
Network models for recommender systemsUsing techniques from network science to predict new interactions between users and items
Mar 27, 2019
6
Mar 27, 2019
6
In
TDS Archive
by
Daniel Manrique-Castano
Do not over-think about ‘outliers’, use a student-t distribution insteadThe Student’s t-distribution provides a robust alternative to acknowledge that our data may be populated by extreme observations…
Mar 30, 2024
7
Mar 30, 2024
7
In
AI Advances
by
Marco Moscatelli
3 Common Errors You Make in Time Series AnalysisDefinition and use cases of common errors found in modern machine learning models
Nov 1, 2024
Nov 1, 2024
In
Towards AI
by
Gencay I.
This Pandas Trick Will Blow Your Mind As a Data Scientist!Automate Data Analysis with Pandas
Nov 1, 2024
10
Nov 1, 2024
10
In
Data Science Collective
by
João Paulo Figueira
GPS Interpolation Using Maps and KinematicsHow do you apply dead reckoning to your geospatial dataset?
Dec 3, 2024
1
Dec 3, 2024
1
In
TDS Archive
by
Dario Radečić
5 PCA Visualizations You Must Try On Your Next Data Science ProjectWhich features carry the most weight? How do original features contribute to principal components? These 5 visualization types have the…
Aug 2, 2024
8
Aug 2, 2024
8
In
TDS Archive
by
Lenix Carter
Information in NoiseTwo Techniques for Visualizing Many Time-Series at Once
Sep 3, 2024
2
Sep 3, 2024
2
In
TDS Archive
by
Claudia Ng
The Most Expensive Data Science Mistake I’ve Witnessed in My CareerWhy true success in machine learning goes beyond optimizing a single metric
Nov 28, 2024
29
Nov 28, 2024
29
In
TDS Archive
by
Cassie Kozyrkov
What’s the Hardest Part of Metric Design?Metric design for data scientists and business leaders
Oct 25, 2022
1
Oct 25, 2022
1
In
TDS Archive
by
Boriharn K
7 Visualizations with Python to Express Changes in Rank over TimeUsing Python to visualize the changes in rank over time.
Nov 28, 2022
3
Nov 28, 2022
3
MCMC Addict
Invitation to reliability engineering through a nice Python libraryThat can also be applied to human survival analysis
Feb 20, 2024
Feb 20, 2024