This Is What I’d Do if I Could Learn How To Build LLM From Scratch
Author(s): Ryan Nguyen Originally published on Towards AI. What if I start from absolute zero, knowing what I know now? Where would I begin? How would I tackle each challenge? Okay, so for someone who is reading my blog for the first …
Unveiling the Hidden Power of “Nothing” in AI
Author(s): Massimiliano Versace Originally published on Towards AI. Image from Microsoft Bing Image Creator In our early encounters with mathematics, we mastered the art of counting tangible objects, grasping the concept that one apple plus another equals two apples. However, lurking in …
GIVA: A GPT-Based Vocal Virtual Assistant
Author(s): Edoardo Bianchi Originally published on Towards AI. How I added voice functionalities to ChatGPT by combining speech recognition and text-to-speechPhoto by Ivan Bandura on Unsplash Generative artificial intelligence models have gained immense popularity and are now widely used. Simply from a …
This AI newsletter is all you need #67
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie With recent developments, it has become increasingly clear that Large Language Modes (LLMs) are now becoming far more than chatbots. We were interested to …
DeepMind Flamingo Explained — 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 DeepMind’s 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 That’s 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 — this is about the two hardest Pandas functions: pivot and melt. If Pandas functions were …
Reinforcement Learning: Function Approximation and Deep Q-Networks — 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 …
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