Software Development Lifecycle: A Useful Guide

1. Introduction When I started developing my pet projects, I had a problem with having a consistent system that could help me get a detailed step-by-step guide to implement the project from an idea. Then I got acquainted with the Software Development Lifecycle (SDLC) and started to implement my own practices. My primary language is … Read more

Making AI models ‘forget’ undesirable data hurts their performance

So-called “unlearning” techniques are used to make a generative AI model forget specific and undesirable info it picked up from training data, like sensitive private data or copyrighted material. But current unlearning techniques are a double-edged sword: They could make a model like OpenAI’s GPT-4o or Meta’s Llama 3.1 405B much less capable of answering … Read more

Transition your Amazon Forecast usage to Amazon SageMaker Canvas

Amazon Forecast is a fully managed service that uses statistical and machine learning (ML) algorithms to deliver highly accurate time series forecasts. Launched in August 2019, Forecast predates Amazon SageMaker Canvas, a popular low-code no-code AWS tool for building, customizing, and deploying ML models, including time series forecasting models. With SageMaker Canvas, you get faster … Read more