DeepMind Flamingo Explained β 32 Images are Enough To Learn!
Author(s): Boris Meinardus Originally published on Towards AI. This AI can solve tasks it has never seen before, looking at only a few examples!Source: Author We will be looking at DeepMindβs famous Flamingo paper, what impressive results it achieves, where it falls …
Top Important Computer Vision Papers for the Week from 25/9 to 1/10
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research On a weekly basis, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision …
ChatGPT: The AI Thatβs Changing the World (And Stealing Your Job!)
Author(s): thisisagencypromax Originally published on Towards AI. Photo by Andrew Neel on Unsplash The rise of ChatGPT and other sophisticated AI chatbots has sparked fascination and fears about how artificial intelligence will transform our world. This powerful new technology has the potential …
The Ethical ChatGPT User
Author(s): Don Kaluarachchi Originally published on Towards AI. A guide to responsible AI usageImage by Don Kaluarachchi (author) In a world where artificial intelligence is becoming increasingly integrated into our daily lives, it is essential that we use these technologies responsibly. ChatGPT …
A Gentle Introduction to Generative Adversarial Networks (GANs)
Author(s): Youssef Hosni Originally published on Towards AI. What is GAN's main component, and how does it work? GANs have revolutionized the field of machine learning, enabling computers to generate incredibly realistic data, such as images, music, and even text. You might …
Chat with Your BigQuery Data
Author(s): Benedict Neo Originally published on Towards AI. made with excalidraw Large language models (LLMs) have shown extraordinary ability in understanding natural language and generating code. One popular use-case for code generation is in Text-To-SQL tasks, where the goal is to automatically …
Chat with Your BigQuery Data
Author(s): Benedict Neo Originally published on Towards AI. made with excalidraw Large language models (LLMs) have shown extraordinary ability in understanding natural language and generating code. One popular use-case for code generation is in Text-To-SQL tasks, where the goal is to automatically …
NEAT with Acceleration
Author(s): Kevin Guo Originally published on Towards AI. While discussing with several other users in the Learn AI Together discord server (https://discord.gg/learnaitogether), one of us came up with an idea: averaging weight mutations over several generations. With this idea, a genome would …
The (Truly) Hardest of Pandas: pivot and melt Clearly Explained
Author(s): Bex T. Originally published on Towards AI. Master these head-scratchers like never before Top highlight Image by me with Midjourney The title says it all β this is about the two hardest Pandas functions: pivot and melt. If Pandas functions were …
Reinforcement Learning: Function Approximation and Deep Q-Networks β Part 4
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Reinforcement Learning with continuous state spaces and gradient descent techniquesImage by SpaceX on Unsplash Since Part 1 of this series, we have framed Reinforcement Learning as a Markov Decision Process environment with discrete …
Time Series Visualization
Author(s): Andrea Ianni Originally published on Towards AI. Common mistakes Suppose you have a time series representing free-lance working hours in a period of time: import pandas as pdimport plotly.express as pximport numpy as npimport datetime link = 'https://raw.githubusercontent.com/ianni-phd/Datasets/main/Timeseries/working_hours.csv'df = pd.read_csv(link)# Visualizationfig …
If You Only Have 3 Minutes β This ChatGPT Dense Summary Prompt is For You
Author(s): Qendel AI Originally published on Towards AI. I only have 3 minutes β how do I read my 5 pages now? Your time is precious, and a strong summary honors that! A strong summary is brief β a weak summary is …
Addressing Data Leakage: Essential Considerations for Trustworthy Machine Learning Models
Author(s): Mala Deep Originally published on Towards AI. Top highlight Image credit to Adobe Firefly. With the ChatGPT use case and other AI markets on the rise, the accuracy and trustworthiness of AI models are of utmost importance. The numerous moving parts …
GPT-4, Llama-2, Claude: How Different Language Models React to Prompts
Author(s): Louis Bouchard Originally published on Towards AI. Exploring the unique behaviors of different Large Language Models (LLMs) and mastering advanced prompting techniques! Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/AOeKFlSLMOA Large language models are quite different …
Canadaβs AI Ambitions: Navigating the Future of AI Governance
Author(s): Cezary Gesikowski Originally published on Towards AI. A Look at Canadaβs Voluntary Code and the Road Aheadimage: Maple Leaf circuit by the author via Midjourney In the bustling city of Montreal, the landscape of Canadian tech policy recently shifted. Industry Minister …