Harnessing AI for Social Good: Navigating Challenges and Opportunities
Author(s): Mirko Peters Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source: Mirko Peters — When I first encountered AI as a buzzword, I associated it with the latest gadgets and tech apps …
The Ultimate Beginner to Advance guide to Machine learning
Author(s): Umer Originally published on Towards AI. You probably clicked on this story because you wanted to learn machine learning but couldn't find a way to get started. Photo by Goran Ivos on Unsplash Six months ago, I was in your shoes. …
Creating a Panorama using OpenCV
Author(s): Gokulraj Varatharajan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. What is a Panorama? A panorama is a feature available on most smartphones that stitches together consecutive images to form a single, …
Understanding Gradient Boosting for Classification: A Practical Approach
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 tasked with predicting whether students with varying CGPA and IQ levels get placed in a job or not. Now, you’ve …
Programming a Neural Network Tutorial: Backward Propagation
Author(s): Adam Ross Nelson Originally published on Towards AI. Densely connected artificial neural network learning processes This member-only story is on us. Upgrade to access all of Medium. To fully understand the theory of how neural networks learn you have to have …
AI Fatigue Has Entered the Chat
Author(s): Megan Grant Originally published on Towards AI. It wasn’t that long ago that AI was something sensationalized mostly by high-budget movies like The Matrix. In 2024, however, we’re not living in a mind-bending alternate reality, dodging bullets and Agent Smith. Instead, …
Understanding the Math Behind Gradient Boosting: A Step-by-Step Guide
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 predict housing prices based on various factors, such as location, size, or the number of bedrooms. The challenge? …
Supercharge Your Workflow: Unlocking Advanced Concepts of Microsoft Autogen
Author(s): Anoop Maurya Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Maximalfocus on Unsplash Stuck behind a paywall? Read for Free! Meet AK, a passionate software developer balancing a whirlwind of …
TAI #119 New LLM audio capabilities with NotebookLM and ChatGPT Advanced Voice
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we were focused on new voice capabilities for LLMs with Google’s recently released NotebookLM’s audio features and OpenAI’s move to roll out …
5 Best Ide’s f or Spatial Machine Learning Analysis.
Author(s): Stephen Chege Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Created by the author with DALL E-3 Integrated development environments, or IDEs, are a contentious topic in the software field. It’s like …
Can We Reach Google’s MLOps Level 2 With Solely Self-hosted OSS?
Author(s): Houssem Ben Braiek Originally published on Towards AI. Photo by Jef Willemyns on Unsplash That’s not my answer, that’s what ChatGPT told me. You can see it below. Figure 1: Disclosure of my discussion with ChatGPT In May 2021, Google released …
Business Success With AI: How Can You Tell if Your AI Models Are Helping Your Business?
Author(s): Miguelcachosoblechero Originally published on Towards AI. Photo by Fleur on Unsplash You’ve trained your AI model, the performance metrics look promising, and your team is eager to deploy it to drive business results. But then, the crucial question arises: Will this …
Inside AlphaProteo, Google DeepMind’s New Model for Next Generation Protein Design
Author(s): Jesus Rodriguez Originally published on Towards AI. Inside AlphaProteo, Google DeepMind’s New Model for Next Generation Protein Design Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, …
RAG From Scratch
Author(s): Barhoumi Mosbeh Originally published on Towards AI. I’m working as a machine learning engineer, and I frequently use Claude or ChatGPT to help me write code. However, in some cases, the model starts to repeat itself or hallucinate, especially during complex …
Synthetic Data Generation with Language Models: A Practical Guide
Author(s): Ehssan Originally published on Towards AI. Created with Nightcafe — Image property of Author In the evolving landscape of artificial intelligence, data remains the fuel that powers innovation. But what happens when acquiring real-world data becomes challenging, expensive, or even impossible? …
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