Demystifying Google’s Data Gemma
Author(s): Chirag Agrawal Originally published on Towards AI. Photo by Alvaro Reyes on Unsplash Discover how Google’s Data Gemma leverages the Data Commons knowledge graph to tackle AI hallucinations....
View Article5 Surprising Use Cases Where AI Fails — Avoid Using LLM Here!
Author(s): Kamran Khan Originally published on Towards AI. 5 Areas Where AI Falls Short This member-only story is on us. Upgrade to access all of Medium. Photo by BoliviaInteligente on Unsplash AI,...
View ArticleTop Generative AI Use Cases in 2024
Author(s): Claire D. Costa Originally published on Towards AI. Explore the top 19 generative AI use cases transforming industries. This member-only story is on us. Upgrade to access all of Medium....
View ArticleUnderstanding Convolution
Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by David Becker on Unsplash To better understand what convolution is, it is needful to know why dense neural networks (DNN) don’t work...
View ArticleLLaMA 3.2 Vision: Revolutionizing Multimodal AI with Advanced Visual...
Author(s): Md Monsur ali Originally published on Towards AI. Discover How LLaMA 3.2 Vision Integrates Advanced Visual Perception and Text Processing for Powerful Image Understanding and AI-driven...
View ArticleU-Net Paper Workthrough
Author(s): Fatma Elik Originally published on Towards AI. Convolutional Networks for Biomedical Image Segmentation Document Explanation in Detail This member-only story is on us. Upgrade to access all...
View ArticleBayesian Methods: From Theory to Real-World Applications
Author(s): Shenggang Li Originally published on Towards AI. A Practical Guide to Using Bayesian Techniques in A/B Testing and Uplift Modeling This member-only story is on us. Upgrade to access all of...
View ArticleBuilding a Smart Chatbot with OpenAI and Pinecone: A Simple Guide
Author(s): Abhishek Chaudhary Originally published on Towards AI. This article shows you how to build a simple RAG chatbot in Python using Pinecone for the vector database and embedding model, OpenAI...
View ArticleGetting to Know AutoGen(Part2): How AI Agents Work Together
Author(s): Anushka sonawane Originally published on Towards AI. Credits In Part 1, we went over the basics — what AI agents are, how they work, and why having multiple agents can really make a...
View ArticleUnderstanding Chain-of-Thought (CoT) Reasoning: The Core Behind OpenAI’s o1...
Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Chain-of-Thought (CoT) reasoning is an approach that significantly enhances...
View ArticleGradient Boosting Explained: Turning Mistakes Into Precision
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re a teacher, and you’re trying to predict the future salaries...
View ArticleThe Future of Artificial Intelligence: Changing Our World
Author(s): Yashvardhan Singh Sisodia Originally published on Towards AI. AI is transforming the way we exist, operate, and prosper in the technological revolution. This member-only story is on us....
View ArticleHow Self-Correction in Large Language Models(LLMs) Can Be Improved
Author(s): Richard Warepam Originally published on Towards AI. A Deep Dive into “SCoRe” (From a Research Paper That I Liked, from September 2024) This member-only story is on us. Upgrade to access all...
View ArticleA Data Scientist’s Guide to Ensemble Learning: Techniques, Benefits, and Code
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re trying to guess how many jelly beans are in a jar. You ask...
View ArticleDecision Trees Unveiled: From ID3 to CART to Random Forests to XGBoost
Author(s): Joseph Robinson, Ph.D. Originally published on Towards AI. A Comprehensive AI Guide All Machine Learning Engineers and Data Scientists Should Read! This member-only story is on us. Upgrade...
View ArticleDecision Trees Explained: How They Work and When to Use Them
Author(s): Harsh Chourasia Originally published on Towards AI. The Ultimate Guide to Making Smarter Data Decisions This member-only story is on us. Upgrade to access all of Medium. Photo by Nicole Wolf...
View ArticleThe Critical Nuances of Today’s AI — and the Frontiers That Will Define Its...
Author(s): Shashwat Gupta Originally published on Towards AI. The current generation of artificial intelligence has undeniably transformed industries across the globe, from healthcare and finance to...
View ArticleTowards Artificial General Intelligence (AGI) — and what is in store for us?...
Author(s): Shashwat Gupta Originally published on Towards AI. Recently, there has been much debate about AI outside the tech industry, particularly concerning AI regulations in the US, UK, EU, and the...
View ArticleVoting Ensembles in Machine Learning: Making Predictions Stronger Together
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re part of a group trying to make an important decision. Some...
View ArticleBuilding A Robust and Efficient AWS Cloud Infrastructure with Terraform and...
Author(s): Julius Nyerere Nyambok Originally published on Towards AI. Historically, cloud infrastructure management involved manual configuration on web consoles or command line interfaces. This...
View Article