TAI #139: LLM Adoption; Anthropic Measures Use Cases. OpenAI API Traffic up 7x in 2024
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, Google DeepMind expanded access to Gemini 2.0, OpenAI increased transparency in ChatGPT’s reasoning and thinking steps, and Mistral launched its rapid AI …
When Scripts Aren’t Enough: Building Sustainable Enterprise Data Quality
Author(s): Richie Bachala Originally published on Towards AI. Beyond Scale: Data Quality for AI Infrastructure The trajectory of AI over the past decade has been driven largely by the scale of data available for training and the ability to process it with …
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 …
AI for Everyone: Conversational AI Explained
Author(s): Sophia Banton Originally published on Towards AI. What’s the difference between a calculator and ChatGPT? One takes commands, the other talks back. The calculator symbolizes our early relationship with digital technology — accurate but rigid. ChatGPT and its AI siblings represent …
How AI is Quietly Eating the Internet
Author(s): Mukundan Sankar Originally published on Towards AI. Every Website, Every App, Every Piece of Content — You’re Already Consuming AI-Generated Information, and You Don’t Even Know It. This member-only story is on us. Upgrade to access all of Medium. Image Created …
A Neural Sparse Graphical Model for Variable Selection and Time-Series Network Analysis
Author(s): Shenggang Li Originally published on Towards AI. A Unified Adjacency Learning and Nonlinear Forecasting Framework for High-Dimensional Data This member-only story is on us. Upgrade to access all of Medium. Photo by Susan Q Yin on Unsplash Imagine a spreadsheet with …
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, …
Building an AI Travel Assistant: Lessons from Real-World Challenges
Author(s): Prisca Ekhaeyemhe Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine planning a trip and needing instant flight updates — best prices, shortest layovers, and real-time availability — all in one chat. …
NN#3 — Neural Networks Decoded: Concepts Over Code
Author(s): RSD Studio.ai Originally published on Towards AI. Beyond the Step: Unveiling Activation Functions — The Secret Sauce of Neural Network Non-Linearity This member-only story is on us. Upgrade to access all of Medium. Source: Youtube/NormalizedNerd In our previous article, “From Linear …
Data Science in Mental Health: How We Integrated Dunn’s Model of Wellness in Mental Health Diagnosis Through Social Media Data
Author(s): MSVPJ Sathvik Originally published on Towards AI. The World Health Organization suggests that about one in four people in today’s world experience mental health conditions at some point in their lives, which are not only confined to emotional well-being but also …
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 …
Stunning Python Streamlit From One Single Simple GPT-4 Prompt
Author(s): John Loewen, PhD Originally published on Towards AI. Showcasing data storytelling on the global peace index dataset This member-only story is on us. Upgrade to access all of Medium. Recently, I have been constantly hassling GPT-4 to generate Python Streamlit dashboard …
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 …
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