Learning

Reinforcement Learning Meets Chain-of-Thought: Transforming LLMs into Autonomous Reasoning Agents

Large Language Models (LLMs) have significantly advanced natural language processing (NLP), excelling at text generation, translation, and summarization tasks. Nevertheless, their ability to interact in logical reasoning stays a challenge. Traditional LLMs, designed to...

Reinforcement Learning with PDEs

Previously we discussed applying reinforcement learning to Extraordinary Differential Equations (ODEs) by integrating ODEs inside gymnasium. ODEs are a strong tool that may describe a wide selection of systems but are limited to a...

On-Device Machine Learning in Spatial Computing

The landscape of computing is undergoing a profound transformation with the emergence of spatial computing platforms(VR and AR). As we step into this recent era, the intersection of virtual reality, Augmented Reality, and on-device...

Learnings from a Machine Learning Engineer — Part 5: The Training

On this fifth a part of my series, I'll outline the steps for making a Docker container for training your image classification model, evaluating performance, and preparing for deployment. AI/ML engineers would like to deal...

Roadmap to Becoming a Data Scientist, Part 4: Advanced Machine Learning

Introduction Data science is undoubtedly probably the most fascinating fields today. Following significant breakthroughs in machine learning a couple of decade ago, data science has surged in popularity throughout the tech community. Every year, we witness increasingly...

How I Became A Machine Learning Engineer (No CS Degree, No Bootcamp)

Machine learning and AI are amongst the preferred topics nowadays, especially inside the tech space. I'm fortunate enough to work and develop with these technologies on daily basis as a machine learning engineer! In this...

The Many Faces of Reinforcement Learning: Shaping Large Language Models

Lately, Large Language Models (LLMs) have significantly redefined the sphere of artificial intelligence (AI), enabling machines to know and generate human-like text with remarkable proficiency. This success is basically attributed to advancements in machine...

Can deep learning transform heart failure prevention?

The traditional Greek philosopher and polymath Aristotle once concluded that the human...

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