The Carpentries: Diversifying Data + Tech
Author(s): Adam Ross Nelson Originally published on Towards AI. Representation matters in all things and in data science, for sure By: Erin Becker, The Carpentries Associate Director + Adam Ross Nelson Data Scientist, in Collaboration. The Carpentries are a not-for-profit, fiscally sponsored …
Are Your Human Labels of Good Quality?
Author(s): Deepanjan Kundu Originally published on Towards AI. Measuring and improving the quality of human labels for ML tasks. What are labels? In machine learning, a label is a categorical or numerical value assigned to a data point that serves as the …
Meet DeepSpeed-Chat: Microsoft’s New Framework to Create ChatGPT-Like Models Using RLHF Training
Author(s): Jesus Rodriguez Originally published on Towards AI. Image Credit: Microsoft Research I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to …
The AI Revolution: How Auto-GPT Unleashes a New Era of Automation and Creativity
Author(s): Sriram Parthasarathy Originally published on Towards AI. Uncover the Extraordinary Potential of Self-Prompting AI Models and Their Role in Shaping Our Future Envision a scenario where an AI-powered army works collaboratively to identify tasks and solve a given problem efficiently. Each …
Engineering Prompt Chains With Language Models to Craft a “Summarizer Almighty” Web App
Author(s): LucianoSphere Originally published on Towards AI. Photo by Andreas Klassen on Unsplash Summarizing long texts or scanning them for pieces of information can be a tedious task, especially when you’re pressed for time. And certainly very hard when you are looking …
History of AI: Golden Years (1956–74)
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. When optimism about the technology runs high! The hype-train! The period from 1956–1974 could be considered the golden years (theoretical) of artificial intelligence (AI) research. During this time, researchers were optimistic …
ChatGPT and Bard are not truly creative (yet)
Author(s): Matt Chapman Originally published on Towards AI. Image by Dragos Gontariu on Unsplash Are current state-of-the-art AI systems creative? Based on the state of my social feeds, it certainly seems like it. Hardly a day goes by when I don’t see …
ChatGPT and Bard Are Not Truly Creative (Yet)
Author(s): Matt Chapman Originally published on Towards AI. AI is great at answering questions it is asked, not posing questions never before voiced [1] Image by Dragos Gontariu on Unsplash Are current state-of-the-art AI systems creative? Based on the state of my …
Why is this important
Author(s): Naresh Ram Originally published on Towards AI. Optimizing E-commerce: Solving the Bin Packing Problem How to use efficient algorithms to save yourself from a box-apostrophe Photo by Zetong Li on Unsplash The Bin Packing Problem (BPP) is a classic optimization problem …
Why is this important
Author(s): Naresh Ram Originally published on Towards AI. Optimizing E-commerce: Solving the Bin Packing Problem How to use efficient algorithms to save yourself from a box-apostrophe Photo by Zetong Li on Unsplash The Bin Packing Problem (BPP) is a classic optimization problem …
An Overview of Extreme Multilabel Classification (XML/XMLC)
Author(s): Kevin Berlemont, PhD Originally published on Towards AI. Photo by Artem Maltsev on Unsplash Who hasn’t been on Stack Overflow to find the answer to a question? Correctly predicting the tags of the questions is a very challenging problem as it …
Adobe Firefly — How generative AI is revolutionizing the way marketers work
Author(s): Thomas Kraehe Originally published on Towards AI. At the recent Adobe Summit in Las Vegas, Adobe unveiled a new AI tool called Firefly. Firefly is Adobe’s answer to the latest generation of generative artificial intelligence. Interested parties can test the tool …
How To Build Your Own Question Answering Chatbot for Youtube Videos
Author(s): Ratul Ghosh Originally published on Towards AI. Unlocking the Power of LangChain: Tips and Tricks for Creating a ChatGPT type Bot with custom data sources. AI is undergoing a paradigm shift with the rise of foundation models or large pre-trained language …
Stochastic Parrots: A Novel Look at Large Language Models and Their Limitations
Author(s): Muhammad Saad Uddin Originally published on Towards AI. Image by Author via Stable Diffusion Recently, The term “stochastic parrots” has been making headlines in the AI and natural language processing (NLP) community. Particularly after the hype created by Large Language …
Top 5 Open-Source Data Catalogs in 2023
Author(s): Joshua Yeung Originally published on Towards AI. Photo by Thought Catalog on Unsplash The world is increasingly becoming driven by data. With this influx of data, it is paramount that businesses have a comprehensive open-source data catalog to organize, store and …
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