A Structured Guide For Plotting With Matplotlib
Author(s): Ali Originally published on Towards AI. Learn to create data visualization from raw numbers in this article Photo by Monstera: https://www.pexels.com/photo/loupe-and-smartphone-with-compass-on-maps-7412068/ Data visualization is crucial in the domain of machine learning and data science. It allows you to uncover data patterns …
In-depth Explanation of Compiler and Interpreter in Python
Author(s): Amit Chauhan Originally published on Towards AI. Understand the basics of software development tools Image by the Author High-level languages are designed to be more human-readable and programmer-friendly. They provide a higher level of abstraction from the underlying hardware and are …
The Dataset
Author(s): Jesus Rodriguez Originally published on Towards AI. TheSequence | Jesus Rodriguez | Substack Top highlight This member-only story is on us. Upgrade to access all of Medium. Image Credit: UC Berkeley I recently started an AI-focused educational newsletter, that already has …
SaMD? We need AaMD! The Algorithm as A Medical Device
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Software as a Medical Device (SaMD) is a class of medical software that is intended to be used for one or more medical purposes without being part of a hardware medical …
Understanding K-Nearest Neighbors: A Simple Approach to Classification and Regression
Author(s): Pranay Rishith Originally published on Towards AI. Photo by Avi Waxman on Unsplash What is KNN Definition K-Nearest Neighbors (KNN) is a supervised algorithm. The basic idea behind KNN is to find K nearest data points in the training space to …
Investigating Unconscious Bias in AI Systems
Author(s): John Adeojo Originally published on Towards AI. The Extent of Gender, Ethnic, and Social Class Biases in AI: A Close Look at GPT-4 AI systems operate based on the data used to train them. For chat-GPT, the exact nature of the …
Harnessing the Power of LLMs: Code Generation Unleashed
Author(s): Patrick Meyer Originally published on Towards AI. Photo by Chris Ried on Unsplash Code generation using generative AI is an important new area used to predict code or program structure from incomplete data sources, programs written in another programming language, natural …
This AI newsletter is all you need #49
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie New AI model releases and announcements continued at pace this week, though step-change progress in capabilities feels slower than earlier this year. AI remained …
Free AI Tools To Start Creating Your Own Images
Author(s): Wagner Franchin Originally published on Towards AI. Unleash Your Creativity with Free AI Tools: Transforming Ideas into Stunning Visuals Top highlight This member-only story is on us. Upgrade to access all of Medium. Image generated by Playground AI in response to …
Distilling Step-by-Step : Paper Review
Author(s): Marcello Politi Originally published on Towards AI. Photo by Dan Cristian Pădureț on Unsplash This blog post was written by Marcello Politi and Vijayasri Iyer. Nowadays, large language models are quite prominent. Recent trends in AI Research have shown that larger …
Interactive Product Documentation: Creating an Engaging Conversational Q&A Bot with OpenAI and LangChain
Author(s): Sriram Parthasarathy Originally published on Towards AI. 5 use cases + prototype to chat with your own in-house product documentation Chat with your own in-house product documentation. Source: Author created this image All of us have undoubtedly used product documentation at …
6 Cutting-Edge AI Technologies Shaping the Future of Work
Author(s): Wagner Franchin Originally published on Towards AI. Unveiling the AI Revolution Photo by Maximalfocus on Unsplash This comprehensive overview highlights six cutting-edge technologies that are shaping the future of work. TL;DV simplifies meeting management with transcription, summarization, and enhanced features. Decktopus …
Unlock the Black Box: The Importance of Explainability in Machine Learning
Author(s): Janik and Patrick Tinz Originally published on Towards AI. An Overview of the Principles of Explainability Photo by Headway on Unsplash Machine learning (ML) has great potential for improving processes and products. A challenge is to explain the predictions of the …
Vector Quantization & VQ-GAN
Author(s): Jack Saunders Originally published on Towards AI. Towards Generating Ultra-High Resolution Talking-Face Videos with Lip-Synchronization Results of this paper on a section of silence. on a section Image Credits: Gupta et. al. Towards Generating Ultra-High Resolution Talking-Face Videos with Lip Synchronization …
What is Explainability AI?
Author(s): Louis Bouchard Originally published on Towards AI. Interview with Yotam Azriel, CTO at TensorLeap — What’s AI Episode 13 Join us this week for a fascinating conversation on the What’s AI podcast, where Yotam Azriel, co-founder of TensorLeap, shares his fascinating …
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