LangChain Meets Home Assistant: Unlock the Power of Generative AI in Your Smart Home

by | Jan 5, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn how to create an agent that understands your home’s context, learns your preferences, and interacts with you and your home to accomplish activities you find valuable.Photo by Igor Omilaev on UnsplashIntroductionThis article describes the architecture and design...

Awesome Plotly with Code Series (Part 7): Cropping the y-axis in Bar Charts

by | Jan 5, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Is there ever a good reason for starting a bar chart above zero?Continue reading on Towards Data Science » ​Is there ever a good reason for starting a bar chart above zero?Continue reading on Towards Data Science »  data-storytelling, plotly, data-visualization,...

Mastering the Basics: How Linear Regression Unlocks the Secrets of Complex Models

by | Jan 4, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Full explanation on Linear Regression and how it learnsThe Crane Stance. Public Domain image from OpenverseJust like Mr. Miyagi taught young Daniel LaRusso karate through repetitive simple chores, which ultimately transformed him into the Karate Kid, mastering...

Journey to Full-Stack Data Scientist: Model Deployment

by | Jan 4, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

An introduction to productionizing machine learning models using APIs and Docker.Growing Responsibilities of Data ScientistsThe title of data scientist is ever-changing and often vague. It usually involves one who is fluent in mathematics, programming, and machine...

The Next Frontier in LLM Accuracy

by | Jan 4, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Exploring the Power of Lamini Memory TuningImage generated by DALL-E 3Accuracy is often critical for LLM applications, especially in cases such as API calling or summarisation of financial reports. Fortunately, there are ways to enhance precision. The best practices...

How to Tell Among Two Regression Models with Statistical Significance

by | Jan 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Diving into the F-test for nested models with algorithms, examples and codeContinue reading on Towards Data Science » ​Diving into the F-test for nested models with algorithms, examples and codeContinue reading on Towards Data Science »  programming, statistics,...