How to gain insights from survey data and extract topics using embeddings and Large Language Models Photo by Olav Ahrens Røtne on Unsplash It has been exactly 4 months since I changed jobs and have had the time to settle in and continue my little side projects. The latest one was a survey analyser tool, …
This morning, Co-founder and CEO of Google DeepMind and Isomorphic Labs Sir Demis Hassabis, and Google DeepMind Director Dr. John Jumper were co-awarded the 2024 Nobel Prize in Chemistry for their work developing AlphaFold, a groundbreaking AI system that predicts the 3D structure of proteins from their amino acid sequences. David Baker was also co-awarded …
Demis Hassabis & John Jumper awarded Nobel Prize in Chemistry Read More »
ContentsCLASSIFICATION ALGORITHMDissecting the math (with visuals) of a tiny neural networkNode (Neuron)Input layerHidden layerOutput layerWeightsBiasesThe Neural NetworkWeight initializationWeighted sumActivation functionLayer-by-layer computationOutput generationLoss functionMath Notation in Neural NetworkDerivativePartial DerivativeGradient Calculation and BackpropagationMatrix Rules for NetworksChain RuleError CalculationWeight gradients and bias gradientsUpdating weightsLearning Rate and OptimizationEpochBatchPreparing Fully-trained Neural NetworkMaking PredictionsDeterministic Nature of Neural Network CLASSIFICATION ALGORITHM Dissecting …
This work was made possible by core research and engineering efforts from Andrea Agostinelli, Zalán Borsos, George Brower, Antoine Caillon, Cătălina Cangea, Noah Constant, Michael Chang, Chris Deaner, Timo Denk, Chris Donahue, Michael Dooley, Jesse Engel, Christian Frank, Beat Gfeller, Tobenna Peter Igwe, Drew Jaegle, Matej Kastelic, Kazuya Kawakami, Pen Li, Ethan Manilow, Yotam Mann, …
New generative AI tools open the doors of music creation Read More »
Part I: Communication Density Analysis Photo by Mikechie Esparagozaand obtained from Pexels.com For many years now, our communication has become increasingly digital. Whether through quick text messages via chat applications or sending emails, digital messaging has firmly embedded itself in our daily lives. This leads to an increase in the amount of digitally produced data. …
Techniques for Chat Data Analytics with Python | by Robin von Malottki | Oct, 2024 Read More »
Are you curious about how automation is implemented in manufacturing? Wondering how machines and technology come together to make the production process more efficient and streamlined? Well, you’re in the right place! In this article, we’ll explore the exciting world of automation in manufacturing and discover how it revolutionizes the way products are made. Let’s …
How Do You Implement Automation In Manufacturing? Read More »
What’s the impact of automation on education? Well, let’s dive into this fascinating topic together! 🤔✨ Picture a classroom where robots and computers are the new students – sounds like something out of a sci-fi movie, right? But in today’s rapidly evolving world, automation is becoming more prevalent in various industries, including education. So, what …
What’s the scoop on ensemble learning? Well, let me tell you, it’s like a team of superheroes working together to save the day! 🦸🦸♀️ You see, ensemble learning is a powerful approach that combines the predictions of multiple machine learning models to make more accurate decisions. It’s like having a bunch of experts sharing their …
When it comes to tackling the challenges of AI scalability, OpenAI takes the lead. So how exactly does OpenAI address these issues? Let’s find out! From innovative approaches to careful planning, OpenAI has developed strategies that ensure AI systems can grow and adapt effectively. In this article, we’ll explore the ways OpenAI addresses challenges related …
How Does OpenAI Address Challenges Related To AI Scalability? Read More »
What are the ethical considerations in automation? In a world where machines and technology continue to advance, we find ourselves relying on automation more than ever before. But have you ever wondered about the ethics behind it? Well, today, we’re going to explore the moral dilemmas and societal implications that arise with the increasing use …
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