Welcome to the Machine Learning Hub, your one-stop destination for all things related to machine learning!
Get ready to embark on an exciting journey into the realm of AI and discover how machines can learn and make intelligent decisions. Our blog articles are crafted with simplicity and clarity in mind, making complex machine learning concepts easy to understand for everyone. Whether you’re a beginner or an experienced practitioner, we’ve got you covered with informative and insightful content. Explore the fascinating world of algorithms, models, and data as we delve into supervised and unsupervised learning, reinforcement learning, and more. Discover practical applications in various domains like healthcare, finance, and autonomous vehicles. From introductory guides to advanced techniques, we’re here to help you demystify machine learning and unlock its potential. Join us on this journey as we unravel the secrets of machine learning and empower you to build intelligent systems that can analyze data, make predictions, and drive innovation.
Let’s shape the future together with the power of machine learning!
ENSEMBLE LEARNING Putting the weight where weak learners need it most Everyone makes mistakes — even the simplest decision trees in machine learning. Instead of ignoring them, AdaBoost (Adaptive Boosting) algorithm does something different: it learns (or adapts) from these mistakes to get better. Unlike Random Forest, which makes many trees at once, AdaBoost starts …
Company Published 5 August 2024 Authors Obum Ekeke OBE, Head of Education Partnerships Food security, healthcare and exploring the cosmos are among the ways students of a new pan-African Master’s program aspire to apply AI At Google DeepMind, we’re committed to supporting the next generation of artificial intelligence (AI) leaders to help build a stronger, …
A new generation of African talent brings cutting-edge AI to scientific challenges Read More »
Alright, I’ll admit I cheated a little. But arguably not much more than the political pundits that claim to have predicted every election since, say, 1980. Every election cycle, you see stories on the news of someone who has correctly predicted every election in however many years. Most recently, I saw stories about Allan Lichtman, …
Research Published 22 August 2024 Authors David Pfau and James Spencer Note: This blog was first published on 19 October 2020. Following the publication of our breakthrough work on excited states in Science on 22 August 2024, we’ve made minor updates and added a section below about this new phase of work. Using deep learning …
FermiNet: Quantum physics and chemistry from first principles Read More »
A walk-through of cost computation, gradient descent, and regularization using Boston Housing dataset Linear Regression seems old and naive when Large Language Models (LLMs) dominate people’s attention through their sophistication recently. Is there still a point of understanding it? My answer is “Yes”, because it’s a building block of more complex models, including LLMs. Creating …
Predict Housing Price using Linear Regression in Python Read More »
Research Published 5 September 2024 Authors Protein Design and Wet Lab teams New AI system designs proteins that successfully bind to target molecules, with potential for advancing drug design, disease understanding and more. Every biological process in the body, from cell growth to immune responses, depends on interactions between molecules called proteins. Like a key …
AlphaProteo generates novel proteins for biology and health research Read More »
Getting your AI task to distinguish between Hard and Easy problems In this position paper, I discuss the premise that a lot of potential performance enhancement is left on the table because we don’t often address the potential of dynamic execution. I guess I need to first define what is dynamic execution in this context. …
Dynamic Execution. Getting your AI task to distinguish… | by Haim Barad | Nov, 2024 Read More »
Research Published 12 September 2024 Authors Robotics team Two new AI systems, ALOHA Unleashed and DemoStart, help robots learn to perform complex tasks that require dexterous movement People perform many tasks on a daily basis, like tying shoelaces or tightening a screw. But for robots, learning these highly-dexterous tasks is incredibly difficult to get right. …
Or will AI eat up all the software in the world? Photo by steinart @unsplash.com Many people today are facing a dilemma: if you’re young, should you pursue a software engineering degree? And if you’re already established in another career, should you make a switch to something involving coding? These questions stem from a larger …
Should you learn how to code in the next decade? | by Ivo Bernardo | Nov, 2024 Read More »
Technologies Published 18 September 2024 Authors Eli Collins New video generation technology in YouTube Shorts will help millions of people realize their creative vision Artificial intelligence (AI) technologies for generating creative content are improving rapidly, but seamless ways of using them still aren’t widely available. We’re changing that, and making these incredible technologies more easily …
