Why you need to babysit ML models after deployment? [part-2]馃nannyML for post-deployment model monitoring Visit part 1 to understand why constant monitoring of ML models are essential . Part 1 includes an intriguing story about Mr. Danny鈥檚 Retail Store. In part-2, we will do some interesting stuff: - Cond...May 12, 2024 路 7 min readanshtanwar.hashnode.dev
Why you need to babysit ML models after deployment?Ever wonder why keeping an eye on your machine learning models after deployment is crucial? Let鈥檚 explore a fascinating story that explores the concept of post-deployment model monitoring, through weekly sales forecasting in a retail store. Following...May 11, 2024 路 4 min readanshtanwar.hashnode.dev
The Thrilling Fusion of Reinforcement Learning and AWS DeepRacerHave you ever wondered how self-driving cars learn to navigate complex environments? How robots learn to perform tasks that humans take for granted? How games like AlphaGo and Atari Breakout learn to master complex strategies? If you are curious abou...Jan 9, 2024 路 3 min readanshtanwar.hashnode.dev
馃Top 10 AutoML and AutoEDA Libraries with Starter Notebooks.Photo by Possessed Photography on Unsplash AutoML and AutoEDA are two of the most popular and useful Python techniques for data science and machine learning. They allow you to automate some of the tedious and time-consuming tasks involved in data ana...Aug 5, 2023 路 3 min readanshtanwar.hashnode.dev
AWS AI & ML Scholarship Program worth $4,000 USD and MentorshipAre you interested in learning more about artificial intelligence (AI) and machine learning (ML)? Do you want to pursue a career in this exciting and rapidly evolving field? If so, you might be wondering how to get started and what kind of skills you...Aug 5, 2023 路 3 min readanshtanwar.hashnode.dev