Scale HUMAN animations with OmniHuman-1 (Technical Review)
Author(s): Deltan Lobo Originally published on Towards AI. Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models This member-only story is on us. Upgrade to access all of Medium. Image courtesy: OmniHuman-1 paper Video generation models have been fun till now. We’ve …
🚀 MLflow Experiment Tracking: The Ultimate Beginner’s Guide to Streamlining ML Workflows
Author(s): Harshit Kandoi Originally published on Towards AI. 🚀 MLflow Experiment Tracking: The Ultimate Beginner’s Guide to Streamlining ML Workflows Photo by Alvaro Reyes on Unsplash Introduction Have you ever felt that you were losing command over your machine-learning projects? You might …
AI Agents with AutoGen on Azure Functions
Author(s): Naveen Krishnan Originally published on Towards AI. This comprehensive guide walks you through building and deploying an AutoGen 0.4 multi-agent application on Azure Functions Image Source: unspalsh.com The accompanying code for this tutorial is: here The serverless computing and advanced AI …
Why Binary Cross-Entropy Matters: A Guide for Data Scientists
Author(s): Niklas Lang Originally published on Towards AI. The Mathematics, Intuition, and Implementation of BCE in ML This member-only story is on us. Upgrade to access all of Medium. Photo by Kirk Cameron on Unsplash For machine learning models to learn and …
.NN#4 — Neural Networks Decoded: Concepts Over Code
Author(s): RSD Studio.ai Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source: Scaler In our ongoing journey to decode the inner workings of neural networks, we’ve explored the fundamental building blocks — the …
A Layman’s Guide to Complex Systems: Introducing MLM & Mantic
Author(s): Cole Williams Originally published on Towards AI. “Every attempt to escape the box simply reveals the patterns of a grander architecture — there is no ‘outside,’ only larger containers of thought.” Fitting MLM & Mantic Into the Pattern Architecture Season 1, …
Data Science for Humanity: One of the First-Ever Machine Learning Models to Aid in the War Crisis- Russian Ukrainian
Author(s): MSVPJ Sathvik Originally published on Towards AI. We have all been seeing the transformation of data science from being used extensively in technical domains for analysis to being used as an excellent tool for solving social and global issues. It has …
7 Practical PyTorch Tips for Smoother Development and Better Performance
Author(s): Akhil Theerthala Originally published on Towards AI. Things I wish someone listed down. This member-only story is on us. Upgrade to access all of Medium. PyTorch Logo. Source: Internet. PyTorch is a surprisingly simple language that allows you to train a …
Country Recognition and Geolocated Sentiment Analysis Using the RoBERTa Model
Author(s): Pedro Markovicz Originally published on Towards AI. Country Recognition and Geolocated Sentiment Analysis Using the RoBERTa Model Have you ever wondered how public opinion about a country shapes its global image? From travel reviews to political debates on social media, people’s …
An Introduction to Pydantic AI
Author(s): Thomas Reid Originally published on Towards AI. Make building production-grade AI Apps easierImage by Author (Dalle-3) This member-only story is on us. Upgrade to access all of Medium. If I were to ask you what Pydantic was, you might already know …
The Python Skill That Landed Me a Data Analyst Role
Author(s): Katlego Thobye Originally published on Towards AI. Attract Top Tier Tech Employers Through Mastering This One Skill This member-only story is on us. Upgrade to access all of Medium. Photo by Shannon Potter on Unsplash When I was interviewing for my …
Feature Scaling Demystified—Essential Linear Scaling Techniques in Machine Learning!
Author(s): Harshit Dawar Originally published on Towards AI. Let’s understand the most useful linear feature scaling techniques of Machine Learning (ML) in detail! This member-only story is on us. Upgrade to access all of Medium. Source: Image by NIR HIMI on Unsplash …
The Math Behind Machine Learning: Linear Algebra, Calculus & Probability
Author(s): Aleti Adarsh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Let’s be honest — machine learning looks like magic at first glance. You feed a model some data, and suddenly, it starts …
Easy Late-Chunking With Chonkie
Author(s): Michael Ryaboy Originally published on Towards AI. Image Source https://github.com/chonkie-ai/ Late Chunking has just been released in Chonkie, a lean chunking library that already boasts over 2,000 stars on GitHub. This is a welcome update for anyone looking to integrate late …
Pandemics Simplified: A Toy Model’s Take on COVID-19
Author(s): Maxime Jabarian Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source In this post, I’ll take you on a journey into the world of infectious disease modeling, focusing on a visually engaging …
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