How Can We Foresee Our Relationship With AI?
Author(s): Reza Yazdanfar Originally published on Towards AI. Human-AI interaction at the current stage or post-AGI is always a matter of debate. Whether you are on the next negative side or position side, I would like to disentangle the aftermath of AI …
AI Governance: A Deep Dive with an Expert
Author(s): Louis Bouchard Originally published on Towards AI. The What’s AI Podcast Episode 20 with Auxane Boch: Ethics Expert Originally published on louisbouchard.ai, read it 2 days before on my blog! Hello everyone, Louis here with another exciting episode of The What’s …
GPT-4 Advanced Data Analysis: A Beginner’s Guide to Charts and Maps
Author(s): John Loewen, PhD Originally published on Towards AI. Removing the “advanced” for simple and useful data analysisDall-e created image — impressionist painting in vivid thick oil colors of a map of Earth With data science, turning raw numbers into meaningful data …
ChatGPT is Amazing But Overhyped
Author(s): thisisagencypromax Originally published on Towards AI. Photo by Mariia Shalabaieva on Unsplash Without a doubt, ChatGPT has been one of the biggest AI stories of the year. The conversational AI from Anthropic has captured the public imagination like few other tech …
LangChain 101: Part 2c. Fine-tuning LLMs with PEFT, LORA, and RL
Author(s): Ivan Reznikov Originally published on Towards AI. To better understand this article, check out the previous part, where I discuss large language models: LangChain 101: Part 2ab. All You Need to Know About (Large Language) Models This is part 2ab of …
Notes on CLIP: Connecting Text and Images
Author(s): Nieves Crasto Originally published on Towards AI. Radford, Alec, et al. “Learning transferable visual models from natural language supervision.” International conference on machine learning. PMLR, 2021. The authors of the above paper aim to produce good representations (features) for images that …
Creating a Fall Detection Model Using Unsupervised Learning
Author(s): Petros Demetrakopoulos Originally published on Towards AI. Source: Image by Harlie Raethel on Unsplash In our rapidly aging society, the risk of falling has become a growing concern. For elderly individuals, a fall can have grave consequences, ranging from painful fractures …
What Is Responsible AI & How Big Companies Implement It In Their Products?
Author(s): Youssef Hosni Originally published on Towards AI. As generative AI becomes increasingly prevalent, the responsibility to wield its power ethically and sustainably has become a paramount concern. Enter Responsible AI — a critical approach that seeks to ensure the development and …
Fully Explained AdaBoost Ensemble Technique with Python Example
Author(s): Amit Chauhan Originally published on Towards AI. Boosting ensemble algorithm in machine learningPhoto by Alex Chumak on Unsplash Introduction Ensemble techniques: We can say it is a collection or group of weak model machine learning models that become a strong machine …
Orchestrate Machine Learning Pipelines with AWS Step Functions
Author(s): ????Mike Shakhomirov Originally published on Towards AI. Advanced-Data Engineering and ML Ops with Infrastructure as CodePhoto by Markus Winkler on Unsplash This story explains how to create and orchestrate machine learning pipelines with AWS Step Functions and deploy them using Infrastructure …
You Probably Know GANs, But Do You Know How To Train It?
Author(s): Youssef Hosni Originally published on Towards AI. A Comprehensive Guide on GANs Training & Minimax Loss Function While GANs have revolutionized image generation, training them can be tricky. This guide will take you through GAN training step-by-step: from how the discriminator …
Prompt Robustness: How to Measure and How to Enhance
Author(s): Kelvin Lu Originally published on Towards AI. Photo by Antonio Sokic on Unsplash We noticed in our practice that LLMs are sensitive to the subtle details of the prompt, and even small changes can lead to noticeable differences in the output. …
Democratizing AI with Open-Source Large Language Models
Author(s): Josep Ferrer Originally published on Towards AI. Image created by Leonardo.AI The digital age has brought with it an unprecedented amount of tools and technologies that have revolutionized the way we work, live, and play. At the heart of this transformation, …
This Is What I’d Do if I Could Learn How To Build LLM From Scratch
Author(s): Ryan Nguyen Originally published on Towards AI. What if I start from absolute zero, knowing what I know now? Where would I begin? How would I tackle each challenge? Okay, so for someone who is reading my blog for the first …
Unveiling the Hidden Power of “Nothing” in AI
Author(s): Massimiliano Versace Originally published on Towards AI. Image from Microsoft Bing Image Creator In our early encounters with mathematics, we mastered the art of counting tangible objects, grasping the concept that one apple plus another equals two apples. However, lurking in …
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