List: Artificial Intelligence (AI) and Machine Learning (ML) | Curated by Pavel Bender

Nov 18, 2024
18 stories
Artificial Intelligence (AI) and Machine Learning (ML)This compilation of readings focuses on the topics of AI and Machine Learning.
In
Artificial Intelligence in Plain English
by
Pavan Emani
Goodbye, Text2SQL: Why Table-Augmented Generation (TAG) is the Future of AI-Driven Data Queries!Exploring the Future of Natural Language Queries with Table-Augmented Generation.
Sep 11, 2024
29
Sep 11, 2024
29
In
TDS Archive
by
Jon Flynn
Exploring Music Transcription with Multi-Modal Language ModelsUsing Qwen2-Audio to transcribe music into sheet music
Nov 17, 2024
4
Nov 17, 2024
4
In
TDS Archive
by
Jakob Pörschmann
Graph RAG — A conceptual introductionGraph RAG answers the big questions where text embeddings won’t help you.
Aug 22, 2024
5
Aug 22, 2024
5
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Pavel Bender
How AI Systems Will Change Product DevelopmentThe integration of Artificial Intelligence (AI) into various business processes has been one of the most significant technological…
Aug 12, 2023
Aug 12, 2023
In
Towards Generative AI
by
Kunal Sawarkar
Understanding LLaMA-2 Architecture & its Ginormous Impact on GenAIA ‘human’ summary of the 77-page LLaMA-2 paper by Meta and what you need to know to fine-tune it on your dataset.
Dec 20, 2023
10
Dec 20, 2023
10
Pavel Bender
Deciphering ChatGPT Prompts: Types, Purposes, and UML AnalogiesPrompts are the heart of any conversation with ChatGPT. They determine the direction, depth, and detail of the model’s response. By…
Aug 8, 2023
Aug 8, 2023
In
TDS Archive
by
Daniel Bourke
A 6 Step Field Guide for Building Machine Learning ProjectsHave data and want to know how you can use machine learning with it? Read this.
Sep 21, 2019
6
Sep 21, 2019
6
Pavel Bender
Artificial intelligence (AI) is revolutionizing the way companies hire new employeesArtificial intelligence (AI) is revolutionizing the way companies hire new employees. One of the most significant ways that AI is impacting…
Jan 26, 2023
Jan 26, 2023
Pavel Bender
What is AI-driven applications?AI-driven applications are software applications that use artificial intelligence (AI) techniques to perform various tasks and make…
Mar 23, 2023
Mar 23, 2023
Pavel Bender
Exploring the Concept of ChatGPT: A Comprehensive OverviewWhen it comes to natural language processing, ChatGPT is an impressive language model that is well worth exploring. Developed by OpenAI…
Mar 23, 2023
1
Mar 23, 2023
1
Pavel Bender
How to Plan Your First AI-Powered Project in 10 stepsIn this article, I will guide readers through the essential steps of planning and implementing their first AI-powered project. The article…
Mar 27, 2023
Mar 27, 2023
Pavel Bender
OpenAI’s Text Classifier Takes a Tumble: Inaccuracies Spark Search for New ApproachesThe company’s AI tool, which was designed to spot AI-generated texts, has hit a snag and has been taken offline. Launched with much promise…
Aug 1, 2023
Aug 1, 2023
Pavel Bender
ChatGPT Unleashed: Android App Launched on Google Play StoreHey folks! Exciting news! OpenAI has just rolled out the Android app for our beloved generative AI, ChatGPT. Up until now, Android users…
Aug 1, 2023
Aug 1, 2023
Pavel Bender
Llama 2: Meta and Microsoft Unveil the Next Generation of Open Source AIIn a groundbreaking move, Meta and Microsoft have introduced Llama 2, the latest iteration of their open source large language model. Llama…
Aug 1, 2023
Aug 1, 2023
In
Bootcamp
by
Pavel Bender
AI Meets UXArtificial Intelligence, or as we often refer to it, AI, has become an undeniably transformative force across a variety of sectors. Among…
Aug 2, 2023
Aug 2, 2023
Pavel Bender
WormGPT and Similar Tools in Exploiting VulnerabilitiesI wanted to shed some light on the capabilities and limitations of tools like WormGPT, which have been making headlines recently due to…
Aug 2, 2023
Aug 2, 2023
Pavel Bender
Open Sourcing AudioCraft Model: Enabling Free Music for Video MakersP)icture a world where musicians can delve into new compositions without even touching an instrument. Envision indie game developers…
Aug 3, 2023
Aug 3, 2023