Data Science

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OpenAI Prompt Cache Monitoring

OpenAI Prompt Cache Monitoring

A worked example using Python and the chat completion APIContinue reading on Tow...

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Nobel Prizes 2024: AI Breakthroughs Win Big

Nobel Prizes 2024: AI Breakthroughs Win Big

Lessons Learned After the AI Nobel DebateContinue reading on Towards Data Science »

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How to Use Structured Generation for LLM-as-a-Judge Evaluations

How to Use Structured Generation for LLM-as-a-Judge Eva...

Structured generation is fundamental to building complex, multi-step reasoning a...

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How to Apply the Central Limit Theorem to Constrained Data

How to Apply the Central Limit Theorem to Constrained Data

What can we say about the mean of data distributed in an interval [a, b]?Continu...

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Awesome Plotly with Code Series (Part 5): The Order in Bar Charts Matters

Awesome Plotly with Code Series (Part 5): The Order in ...

And it is not always simply ordering by highest to lowestContinue reading on Tow...

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Missing Data in Time-Series: Machine Learning Techniques

Missing Data in Time-Series: Machine Learning Techniques

Part 1: Leverage linear regression and decision trees to impute time-series gaps...

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How I’d Learn Machine Learning Again, After 6 Years

How I’d Learn Machine Learning Again, After 6 Years

Some rough guidelinesContinue reading on Towards Data Science »

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Understanding DDPG: The Algorithm That Solves Continuous Action Control Challenges

Understanding DDPG: The Algorithm That Solves Continuou...

Discover how DDPG solves the puzzle of continuous action control, unlocking poss...

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How to Price with Machine Learning

How to Price with Machine Learning

Customizing neural networks to fit price-response functionsContinue reading on T...

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An Introduction to Statistical Sampling

An Introduction to Statistical Sampling

“If you try it, you might wanna buy it.”Continue reading on Towards Data Science »

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Unlocking Hidden Potential: Exploring Second-Round Purchasers

Unlocking Hidden Potential: Exploring Second-Round Purc...

Finding customer segments for optimal retargetting using LLM embeddings and ML m...

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Accusatory AI: How a Widespread Misuse of AI Technology Is Harming Students

Accusatory AI: How a Widespread Misuse of AI Technology...

OpinionWhat should be done when an AI accuses a student of misconduct by using A...

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Can LLMs talk SQL, SPARQL, Cypher, and MongoDB Query Language (MQL) equally well?

Can LLMs talk SQL, SPARQL, Cypher, and MongoDB Query La...

Are LLMs Better at Generating SQL, SPARQL, Cypher, or MongoDB Queries?Our NeurIP...

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LLMs for Coding in 2024: Price, Performance, and the Battle for the Best

LLMs for Coding in 2024: Price, Performance, and the Ba...

Evaluating the current LLM landscape based both benchmarks and real-world insigh...

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A Beginner’s Journey into Key Mathematical Concepts: Applied Data Analysis Simplified

A Beginner’s Journey into Key Mathematical Concepts: Ap...

Understanding key concepts such as Monte Carlo Methods, Bayes’ Theorem or Gradie...

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Why Data Scientists Need These Software Engineering Skills

Why Data Scientists Need These Software Engineering Skills

Learn these things to become a more well-rounded data scientistContinue reading ...

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