Harnessing the Power of Slots for Optimizing Memory Usage in Python
Author(s): Jose D. Hernandez-Betancur Originally published on Towards AI. Memory Space Efficiency and Access Speed Image generated by author using Gencraft Efficiency is highly valued in the Python programming community. Optimizing memory utilization is essential for performance and scalability in any application …
Prompt Engineering Best Practices for Instruction-Tuned LLM [Part 2]
Author(s): Youssef Hosni Originally published on Towards AI. Have you ever wondered why your interaction with a language model falls short of expectations? The answer may lie in the clarity of your instructions. Picture this scenario: requesting someone, perhaps a bright but …
Three Popular ChatGPT Prompt Engineering Patterns for Life and Business Productivity
Author(s): Dipanjan (DJ) Sarkar Originally published on Towards AI. Created with DALL-E 3 Introduction In recent years, the landscape of artificial intelligence has undergone a significant transformation with the emergence of Generative AI technologies. Leading this revolution is ChatGPT, a state-of-the-art large …
Unlock Your Unique Playlist: Personalized Song Recommendations Using Spotify API
Author(s): Sarvesh Talele Originally published on Towards AI. Image Created by AI Have you ever been frustrated by the recommendations because you were so focused on choosing the perfect playlist? In that case, you are not alone. Looking through the vast array …
The Traps of Blindly Trusting Data: Simpson’s Paradox
Author(s): Renu Khandelwal Originally published on Towards AI. Demystifying Simpson’s Paradox for Reliable Data Insights Data speaks volumes, but it needs to be understood to truly be heard Photo by Edurne Tx on Unsplash In the fall of 1973, the University of …
Direct Uses of Large Language Models in Modern Science and Technology
Author(s): LucianoSphere (Luciano Abriata, PhD) Originally published on Towards AI. An overview plus examples from the public and private sectors applying cutting-edge LLMs to research and developmentImage composed by the author from free screenshots and Dall-E-3 generations. All other figures of this …
Full-Stack Data Scientist?
Author(s): Kelvin Lu Originally published on Towards AI. Photo by CDC on Unsplash The Data Scientist Show, by Daliana Liu, is one of my favorite YouTube channels. Unlike many other data science programs that are very technical and require concentration to follow …
How to Make Your Data Science Application Stand Out
Author(s): Egor Howell Originally published on Towards AI. These will increase your chances of landing that first Data Scientist role!Image created by author. Nowadays, many people want to be a data scientist. It’s a pretty cool job where you build algorithms, carry …
Calendar AI | Tutorial for Building Custom ChatGPT with Google and Notion Integrations
Author(s): Nikita Kiselov Originally published on Towards AI. Develop your personal time-management AI. Detailed guide about integrating GPTs with Google Calendar and Notion using custom actions. No third-party apps are required, and full control over API.Image generated by the DALLE U+007C Calendar …
AI Models for Document Summarization
Author(s): Poornachandra Sarang Originally published on Towards AI. Everything you need to know to create a succinct summaryPhoto by Gabrielle Henderson on Unsplash Ever wonder what kind of abilities are needed to write a book’s blurb? When making a purchase, a consumer …
AI Models for Document Summarization
Author(s): Poornachandra Sarang Originally published on Towards AI. Everything you need to know to create a succinct summaryPhoto by Gabrielle Henderson on Unsplash Ever wonder what kind of abilities are needed to write a book’s blurb? When making a purchase, a consumer …
Llamaindex Query Pipelines: Quickstart Guide to the Declarative Query API
Author(s): Eduardo Muñoz Originally published on Towards AI. Image by Narciso on Pixabay Introduction Query Pipelines is a new declarative API to orchestrate simple-to-advanced workflows within LlamaIndex to query over your data. Other frameworks have built similar approaches, an easier way to …
How To Create Powerful Embeddings From Topology Information In Graphs
Author(s): Eivind Kjosbakken Originally published on Towards AI. Convert your graph to a clustering-friendly format with this article. “give me an image of a graph where the edges are turning into the nodes” prompt. ChatGPT, OpenAI, 30 Jan. 2024. /g/g-2fkFE8rbu-dall-e. · Motivation· …
[Miqu-1–70b] Where does Miqu come from? Is it really Mistral-Medium?
Author(s): Gao Dalie (高達烈) Originally published on Towards AI. The reason this news has received so much attention is related to a mysterious model called ‘Miqu This video aims to be your comprehensive guide to Miqu-1–70b, Test Model, where Miqu-1–70b does come …
The Harsh Reality of Being an ML Researcher
Author(s): Boris Meinardus Originally published on Towards AI. What you need to expect when entering the field of ML research. We all know that Machine Learning is the hottest thing to work on right now. And if you are a researcher, especially …