Hajime Takeda – Medium

Hajime Takeda

Published in
Towards AI

Causal Inference with Machine Learning: Why It Matters in Business Decision-Making

Understanding Traditional Approaches and the Rise of Causal Machine Learning

Sep 22

Causal Inference with Machine Learning: Why It Matters in Business Decision-Making

Sep 22

Published in
AI Advances

Uplift Modeling: Advanced Customer Targeting with Causal Machine Learning

Exploring the Concepts, Algorithms, and Code with CausalML

Sep 22

Uplift Modeling: Advanced Customer Targeting with Causal Machine Learning

Sep 22

Published in
Towards AI

Meta Learners: Measuring Treatment Effects with Causal Machine Learning

Understanding the Concept, Algorithms, and Case study with EconML and Real-World Data

Sep 19

Meta Learners: Measuring Treatment Effects with Causal Machine Learning

Sep 19

Published in
Towards Data Science

Customer Lifetime Value Prediction with PyMC-Marketing

Explore the Depths of Buy-till-You-Die (BTYD) Modeling and Practical Coding Techniques

Nov 10, 2023

Customer Lifetime Value Prediction with PyMC-Marketing

Nov 10, 2023

The Power of Noteable Plugin: Can We Solve the Titanic Challenge via ChatGPT?

A Powerful Helper to Speed Up Your Data Science and its Pitfalls

Jun 15, 2023

The Power of Noteable Plugin: Can We Solve the Titanic Challenge via ChatGPT?

Jun 15, 2023

Published in
Towards Data Science

Media Mix Modeling: Technical Guideline to Avoid Pitfalls for Data Scientists

How to Understand Outputs and Maximize its Practical Application

Mar 31, 2023

Media Mix Modeling: Technical Guideline to Avoid Pitfalls for Data Scientists

Mar 31, 2023

Published in
Towards Data Science

Media Mix Modeling: How to measure the effectiveness of advertising with Python & LightweightMMM

Media Mix modeling, its implementation, and practical tips

Dec 17, 2022

Media Mix Modeling: How to measure the effectiveness of advertising with Python & LightweightMMM

Dec 17, 2022

Hajime Takeda

Hajime Takeda

Data science in marketing, retail, and eCommerce. Feel free to contact me : https://www.linkedin.com/in/hajime-takeda/

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