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Your home for data science. A Medium publication sharing concepts, ideas and codes.
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From Code to Insights: Software Engineering Best Practices for Data Analysts
From Code to Insights: Software Engineering Best Practices for Data Analysts
Top 10 engineering lessons every data analyst should know
Mariya Mansurova
Jun 6
SageMaker vs Vertex AI for Model Inference
SageMaker vs Vertex AI for Model Inference
Comparing the AWS and GCP fully-managed services for ML workflows
Julia Turc
Jun 6
Latest
Multilingual RAG, Algorithmic Thinking, Outlier Detection, and Other Problem-Solving Highlights
Multilingual RAG, Algorithmic Thinking, Outlier Detection, and Other Problem-Solving Highlights
Our weekly selection of must-read Editors’ Picks and original features
TDS Editors
Jun 6
PAGA Explained: Graphical Abstractions of Single-Cell Data
PAGA Explained: Graphical Abstractions of Single-Cell Data
How a broader view of data can give us insights to its deeper meaning.
Jamshaid Shahir, Ph.D
Jun 5
Efficient & Scalable tool usage for LLM Agents
Efficient & Scalable tool usage for LLM Agents
Leverage clean levels of abstraction to avoid exploding prompt sizes and enhance performance
Jan Majewski
Jun 5
MMM: Bayesian Framework for Marketing Mix Modeling and ROAS
MMM: Bayesian Framework for Marketing Mix Modeling and ROAS
Bayesian framework to model media channels performance, Return on Ad Spend (ROAS), and budget allocation using PyMC
Luís Roque
Jun 5
Cross-validation with XGBoost — Enhancing Customer Churn Classification with Tidymodels
Cross-validation with XGBoost — Enhancing Customer Churn Classification with Tidymodels
Step-by-step guide to implementing cross-validation, feature engineering, and model evaluation with XGBoost in Tidymodels
Deepsha Menghani
Jun 5
Perils of Chasing p99
Perils of Chasing p99
Hidden correlations can mislead optimization strategies
Krishna Rao
Jun 5
Acquire Customers with Ecommerce Data Science
Acquire Customers with Ecommerce Data Science
Data informed strategies help ecommerce businesses overcome advertising challenges
Ivy Liu
Jun 5
Why do Computers even use Binary?
Why do Computers even use Binary?
A Budding Data Scientist’s Introduction to Computer Hardware
W. Caden Hamrick
Jun 5
Solving a Resource Planning Problem with Mathematical Programming and Column Generation
Solving a Resource Planning Problem with Mathematical Programming and Column Generation
Solving the minimum vertex coloring problem via column generation
Luis Fernando PÉREZ ARMAS, Ph.D.
Jun 4
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