Mac users with M1 or M2 chips can now harness the power of PyTorch with GPU acceleration, thanks to the Metal Performance Shaders (MPS) framework. Apple’s ARM-based silicon provides a unified memory architecture, enabling…
Category: ML|AI|DS
Are you ready to dive into the world of Large Language Models (LLMs) and take your AI projects to the next level? In this Tech Stack Playbook® tutorial, we’re about to embark on an…
GitHub Link: https://github.com/anthonysandesh/Personal-Finance-Analysis-using-local-llm/tree/main In today’s digitally driven world, managing personal finances efficiently is crucial for financial stability and growth. With the advancements in technology, individuals now have access to sophisticated tools and techniques to…
In today’s data-driven world, collecting and preparing data for machine learning is a crucial task. One of the most effective ways to obtain data for your ML projects is through web scraping. In this…
In the ever-evolving landscape of Artificial Intelligence (AI) and Machine Learning (ML), one of the most fascinating and rapidly advancing fields is Natural Language Processing (NLP). NLP focuses on enabling machines to understand, interpret,…
In the fast-paced world of technology and startups, the ability to develop and iterate on ideas quickly is crucial. But what if you could take that speed to a whole new level? Imagine being…
you can download an image, but that doesn’t mean you can use it as if it were your own. Most websites license their images to prevent you from republishing them or reusing them in…
Label Encoding Label Encoding is a popular encoding technique for handling categorical variables. In this technique, each label is assigned a unique integer based on alphabetical ordering. Let’s see how to implement label encoding in…
Let’s create an EC2 instance where we’ll deploy the API with Docker. First, connect to your AWS account, go to the EC2 section and pick a distribution. I recommend Ubuntu 20.04 LTS for this…