article thumbnail

Data Quality Testing: A Shared Resource for Modern Data Teams

DataKitchen

Data Quality Testing: A Shared Resource for Modern Data Teams In today’s AI-driven landscape, where data is king, every role in the modern data and analytics ecosystem shares one fundamental responsibility: ensuring that incorrect data never reaches business customers.

article thumbnail

Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 for free

Analytics Vidhya

But it […] The post Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 You want a place where you can not only store your code but also collaborate with others, keep track of changes, and maybe even show off your work to potential employers or developers. That’s where GitHub comes in!

Testing 304
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

AI Passes the Turing Test: How Are LLMs Like GPT-4.5 Fooling Humans?

Analytics Vidhya

What if, behind the screen, its an AI model trained to sound human? In a recent 2025 study, researchers from UC San Diego found that large language models like GPT-4.5 could convincingly pass as human, sometimes more […] The post AI Passes the Turing Test: How Are LLMs Like GPT-4.5 But what if its not? Fooling Humans?

Testing 219
article thumbnail

Debugging And Testing LLMs in LangSmith

Analytics Vidhya

Introduction With the advancements in Artificial Intelligence, developing and deploying large language model (LLM) applications has become increasingly complex and demanding. LangSmith is a new cutting-edge DevOps platform designed to develop, collaborate, test, deploy, and monitor LLM applications.

Testing 306
article thumbnail

Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines.

article thumbnail

A Comprehensive Guide to Train-Test-Validation Split in 2023

Analytics Vidhya

Introduction A goal of supervised learning is to build a model that performs well on a set of new data. The problem is that you may not have new data, but you can still experience this with a procedure like train-test-validation split.

Testing 328
article thumbnail

LLMs Exposed: Are They Just Cheating on Math Tests?

Analytics Vidhya

Introduction Large Language Models (LLMs) are advanced natural language processing models that have achieved remarkable success in various benchmarks for mathematical reasoning. LLMs are typically trained on large datasets scraped from […] The post LLMs Exposed: Are They Just Cheating on Math Tests?

Testing 306
article thumbnail

The Best Sales Forecasting Models for Weathering Your Goals

Every sales forecasting model has a different strength and predictability method. It’s recommended to test out which one is best for your team. This way, you’ll be able to further enhance – and optimize – your newly-developed pipeline. Your future sales forecast? Sunny skies (and success) are just ahead!

article thumbnail

Easily Build an Optimization App and Empower Your Data

Speaker: Gertjan de Lange

If the last few years have illustrated one thing, it’s that modeling techniques, forecasting strategies, and data optimization are imperative for solving complex business problems and weathering uncertainty. Experience how efficient you can be when you fit your model with actionable data. Don't let uncertainty drive your business.

article thumbnail

How to Evaluate ASR Solution Brief

How to test AI ASR solutions. How to improve model accuracy with training data. Get the information you need to ensure your evaluation experience is efficient and yields the data you need to make your purchasing decision. Download our solution brief now.

article thumbnail

Bridging the Online and Offline: How to Apply Product Thinking to Expanding Your eCommerce Business

Speaker: John Cutler, Product Evangelist and Coach at Amplitude

Even brick and mortar businesses are integrating more digital approaches to CX -- testing out loyalty programs and subscription-based models. How product data can optimize your subscription and loyalty models. The reality is that with the new wave of digital considerations, navigating expansion can be a tricky subject.

article thumbnail

Best Practices for Creating Long-Lasting and Continuous Discovery Habits

Speaker: Teresa Torres, Internationally Acclaimed Author, Speaker, and Coach at ProductTalk.org

As a result, many of us are still stuck in a project-world rut: research, usability testing, engineering, and a/b testing, ad nauseam. These methods are better than nothing, but how can we improve on this model? Data shows that the best product teams are shifting from this mindset to a continuous one.

article thumbnail

The Role of Artificial Intelligence in Pandemic Response: Lessons Learned From COVID-19

Download this whitepaper to learn about: Development of AI standards for pandemic models that will be used in future pandemic responses. Enablement of swift and safe innovation in rapid antigen tests. Modernization of U.S. health reporting standards.

article thumbnail

Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Think your customers will pay more for data visualizations in your application? Five years ago they may have. But today, dashboards and visualizations have become table stakes. Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Brought to you by Logi Analytics.