Integrating Open Source LLMs and LangChain for Free Generative Question Answering (No API Key required) — In the past few months, Large Language Models (LLMs) have gained significant attention, capturing the interest of developers across the planet. These models have created exciting prospects, especially for developers working on chatbots, personal assistants, and content creation. The possibilities that LLMs bring to the table have sparked a wave…

Boosting Performance and Robustness through Transformations — Have you ever embarked on a computer vision project, ready to conquer object detection or tackle an image classification problem, only to be met with the frustration of having a limited amount of training data? If so, you’re certainly not alone. Insufficient data is a common challenge faced by many…

Streamlit is an open-source, free, all-python framework to rapidly build and share interactive dashboards and web apps for Data Science / Machine Learning Projects. Streamlit’s slogan is “The fastest way to build and share data apps”, which is true. This framework makes it easy for Data Scientists and Machine Learning…

Uplift Your MLOps Journey by crafting a Spam Filter using Streamlit and MLflow — Hello there 👋, and a warm welcome to the second segment of this blog! If you’ve been with us from the beginning, you’d know that in the first part, we crafted a user interface to simplify hyperparameter tuning. Now, let’s pick up where we left off ⛔ But hey, if…

Uplift Your MLOps Journey by crafting a Spam Filter using Streamlit and MLflow — The Why❓ Picture this: You’ve got a brand new business idea, and the data you need is right at your fingertips. You’re all pumped up to dive into creating that fantastic machine-learning model 🤖. But, let’s be real, this journey is no cakewalk! You’ll be experimenting like crazy, dealing with data preprocessing…

Understanding Key Concepts and the Science Behind Recommendation Engines while Crafting One from Scratch — Introduction 📌 In the ever-evolving landscape of online platforms like YouTube, Amazon, Netflix, and others, recommender systems have become indispensable in shaping our daily lives. Seamlessly integrated into various facets of our online experiences, these systems play a vital role across e-commerce, online advertising, and media streaming services. Perhaps you’ve explored the…

Introduction Autobots, roll out! In this glorious blog post, we shall embark on a daring expedition through the vast expanse of machine learning. Brace yourselves as we delve into the core essence of supervised regression, unraveling its secrets in the pursuit of solving predictive problems. Together, we shall scrutinize the strengths…

Building Intelligent Systems that See and Understand the Visual World — In today’s visually-driven digital landscape, the ability to classify images accurately is more important than ever. …

What is a Convolutional Neural Network (CNN)? Convolutional Neural Networks (ConvNets) are a powerful type of deep learning model specifically designed for processing and analyzing visual data, such as images and videos. They have revolutionized the field of Computer Vision, enabling remarkable advancements in tasks like Image Recognition, Object Detection, and Image Segmentation. To grasp the essence…