Do you need to predict future trends based on historical data? Want an easy-to-use tool that handles data upload, date frequencies, and generates interactive charts? Look no further! This blog post introduces a forecasting app built with Streamlit, Python, and a dash of data science magic. Here is the link of application to try with […]
Forecasting Time Series Data with a Streamlit App and Linear Regression Read More »
Try app at (Use your own Google Gemini API Key): https://mlprojects-text-to-sql.streamlit.app In today’s data-driven world, accessing and understanding data stored in relational databases is more crucial than ever. However, writing SQL queries can be a barrier to entry for many, especially those without a technical background. What if you could simply ask your database a
Build an Multi-agent, AI-Powered SQL Query Generator Read More »
Hello World, Meet the Internet of Things (IoT)! Ever heard the buzz around “IoT” and wondered what it’s all about? Well, you’ve come to the right place! In this blog, we’ll break down the basics of the Internet of Things, exploring what it is, how it works, and why it’s changing the world around us.
What is IoT? Introduction, Concept & Examples Read More »
Creating a Python project in Visual Studio Code (VS Code) is a straightforward process. Here’s a step-by-step guide to help you get started: Install VS Code:If you haven’t already, download and install Visual Studio Code from the official website (Download Visual Studio Code – Mac, Linux, Windows). Install Python:Ensure you have Python installed on your
How to create Python project in VS Code Read More »
Vectors, Matrices, Derivatives, Probability, and Basic Statistics are core mathematical concepts that are fundamental to machine learning. We’ll look at concrete examples to make it clear. 1. Vectors 2. Matrices 3. Derivatives 4. Probability 5. Basic Statistics In Summary: All of these concepts are interwoven, forming a foundation on which many machine learning models are
Essential Math Concepts for Machine Learning Read More »
While AI has been a buzzword for years, generative AI, particularly the emergence of ChatGPT in 2022, has catapulted it into the global spotlight. This breakthrough has triggered an unprecedented wave of AI development and implementation across industries. What is Generative AI Generative AI, unlike traditional AI that focuses on analysis and prediction, is designed
Understanding Generative AI: Concepts, Techniques, and Applications Read More »
What is Artificial Intelligence? Artificial Intelligence refers to the ability of machines and computer systems to exhibit intelligent behavior and perform tasks that typically require human intelligence. AI encompasses a broad spectrum of techniques, algorithms, and methodologies that enable machines to learn, reason, perceive, and make decisions. It aims to replicate human cognitive functions, such
An Introduction to Artificial Intelligence and Machine Learning Read More »
Have you ever wondered how your phone understands your voice commands, or how chatbots manage to provide (somewhat) helpful responses? The answer lies in a fascinating field called Natural Language Processing (NLP). Think of NLP as the translator that bridges the gap between human language and the digital world. It allows machines to understand, analyze,
Demystifying the Magic: How Does NLP Work? Read More »
Imagine being able to have an AI assistant that not only understands your requests but also has instant access to real-time, relevant information to answer them perfectly. That’s the promise of Retrieval-Augmented Generation (RAG), a cutting-edge approach that’s revolutionizing the way artificial intelligence interacts with the world. So, what exactly is RAG? Unlike traditional large language models
RAG: The Future of Generative AI and How It Works. Read More »
A research team from South Korea published two papers last week on arXiv, claiming to have created “world’s first room -temperature, atmospheric pressure superconductor material” which is called as LK-99, This can enable the possible fabrication of superconductors at room-temperature and ambient-pressure. After the papers on LK-99 from South Korean scientists were made public, chinese research