My GPT-4 One-Prompt Python Plotly Interactive Dashboard
Author(s): John Loewen, PhD Originally published on Towards AI. Single-step prompting for interactive CO2 global emissions data Recently I have been focusing on refining my GPT-4 prompting for interactive dashboard visualizations. I’ve been putting in the time to figure this out — …
Setting up the GPU-Based LLM Training Machine
Author(s): Leo Tisljaric, PhD Originally published on Towards AI. Setup guide for your local Ubuntu-based machine for training PyTorch and TensorFlow AI models using GPU acceleration Supercomputer (Image by: Author; Source: OpenAI DALL-E) Installing all the necessary tools and drivers on your …
Understanding the Mechanics of Neural Machine Translation
Author(s): Saif Ali Kheraj Originally published on Towards AI. As large language models become more prevalent, it is essential that we study and concentrate on attention models, which play an essential role in both Transformer and language models. First, let us get …
How to brief your company’s Board About Generative AI With Visuals?
Author(s): Sathesh Sriskandarajah Originally published on Towards AI. Photo by Hunters Race on Unsplash It was the middle of 2023, and I received a LinkedIn message from the CEO of an organization. He had read one of my previous publications in artificial …
GenAI’s Sovereignty
Author(s): Mohamed Mamoun Berrada Originally published on Towards AI. Navigating GenAI implementation in corporate environments Generative AI needs no introduction anymore. Within the first year of its debut, GenAI is exploding. One-third of Mckinsey Global Survey respondents report regular use of Gen …
AI Engineers: Your Definitive Career Roadmap
Author(s): Jennifer Wales Originally published on Towards AI. AI Engineers: Your Definitive Career Roadmap Become a professional certified AI engineer by enrolling in the best AI ML Engineer certifications that help you earn skills to get the highest-paying job. As one of …
Get Started With Google Gemini Pro Using Python in 5 Minutes
Author(s): Dipanjan (DJ) Sarkar Originally published on Towards AI. Google Gemini — Source: Bard becomes Gemini Introduction Google Gemini Pro is part of Google’s latest AI model, Gemini, which was announced as their most capable and general AI model to date. This …
Learn AI Together — Towards AI Community Newsletter #12
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! This week’s podcast episode is extremely useful if you are a student or want to switch to the AI space. Avery has tremendous expertise in education and …
CodeQueries: Answering Semantic Queries Over Code
Author(s): Surya Prakash Sahu Originally published on Towards AI. While working on a project, developers come across queries related to code correctness, security, maintainability, or code readability. Various existing tools can help answer most of those queries; however, they fall short with …
How is AI Transforming Money Making? Explore the 4 Directions
Author(s): UPDF Originally published on Towards AI. Large language models have emerged as transformative tools with extraordinary capabilities. Nowadays, you can barely see a field where AI hasn’t found its application. From content creation and customer service to data analysis and software …
Effectively Analyze Survey Responses with AI
Author(s): muffaddal qutbuddin Originally published on Towards AI. Image by HANSUAN FABREGAS from Pixabay In the fast-paced world of business, understanding the voice of the customer has never been more crucial. Companies of all sizes leverage surveys to tap into their customers’ …
Towards Understanding Large Language Models: Fine-Tuning
Author(s): Mohamed Mamoun Berrada Originally published on Towards AI. Fine-Tuning LLMs to shape your own GenAI tools — Part of a Series Large language models, or LLMs, are undoubtedly the stars of 2023. Since then, it has taken on an incredible pace. …
How To Explain Gradient Descent to Your Mom: Complete Tutorial
Author(s): Igor Novikov Originally published on Towards AI. Image by the author Gradient descent is at the core of most AI/ML techniques. It sounds strange and kinda scary. Descent? Oh man, I hope I won’t have to jump with a chute out …
Advanced RAG 04: Re-ranking
Author(s): Florian June Originally published on Towards AI. From Principles to Two Mainstream Implementation Methods Re-ranking plays a crucial role in the Retrieval Augmented Generation (RAG) process. In a naive RAG approach, a large number of contexts may be retrieved, but not …
How to Build Your Own LLM Coding Assistant With Code Llama 🤖
Author(s): Dr. Leon Eversberg Originally published on Towards AI. Creating a local LLM chatbot with CodeLlama-7b-Instruct-hf and StreamlitThe coding assistant chatbot we will build in this article In this hands-on tutorial, we will implement an AI code assistant that is free to …
Popular posts
Updates
Recent Posts
