Poetry: Python Dependency Management Like a Pro
Author(s): Janik and Patrick Tinz Originally published on Towards AI. A guide with a practical example Photo by Danial Igdery on Unsplash Do you often have problems with dependencies in your Python projects? Then, Poetry offers a solution for you. Poetry is …
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 …
Transformer Tune-up: Fine-tune BERT for State-of-the-art sentiment Analysis Using Hugging Face
Author(s): Courtlin Holt-Nguyen Originally published on Towards AI. BERT Transformer Source: Image created by the author + Stable Diffusion (All Rights Reserved) In the context of machine learning and NLP, a transformer is a deep learning model introduced in a paper titled …
Using Large Language Models to Build a Biomedical Chatbot
Author(s): Rahul V. Veettil Originally published on Towards AI. Building Intelligent Biomedical Chatbots using GPT, Bio-GPT, and Falcon Author’s Image Large language models (LLMs) [1, 2] have revolutionized everything from natural language processing to virtual assistants. These models are adept at both …
5 Reasons Why You Should NOT Start a ChatGPT-Based Startup
Author(s): Massimiliano Costacurta Originally published on Towards AI. Photo by Sigmund on Unsplash Ever since December 2022, it’s been one non-stop AI party with ChatGPT playing the role of the rockstar DJ, spinning beats that everyone can’t help but groove to. If …
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 …
Optimizing Object Avoidance With Genetic Algorithm in Python
Author(s): Kong You Liow Originally published on Towards AI. Artist impression of DNA. Source: image by Gerd Altmann from Pixabay. Nature has long served as a source of inspiration for optimization and problem-solving techniques. One such approach that emulates natural evolution is …
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 …
Rethinking Overthinking: 5 Ways I Use ChatGPT as Cognitive Scaffolding
Author(s): Michelle Strom Originally published on Towards AI. Source: Konstantin Mironov Picture the organization of a 13-year-old’s room, where the notion of ‘cleaning’ involves shoving all the clutter under the bed. That’s my mind. That’s the adventure of having an ADHD brain. …
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 …
Mastering Sentiment Analysis with Python using the Attention Mechanism
Author(s): The AI Quant Originally published on Towards AI. Businesses across industries now recognize the importance of understanding customer opinions and sentiments. By gauging the sentiment behind product reviews, brand mentions, and service feedback, companies can gain vital insights into customer satisfaction, …
Supercharge Your Skills With ChatGPT To Get a Head 99% Of Data Scientist
Author(s): Gencay I. Originally published on Towards AI. Image by Author Isn’t it time you leveraged the power of AI to elevate your data science skills? It’s no secret that ChatGPT has been a game-changer across various industries, owing to its remarkable …
The Future of Writing in the Age of AI
Author(s): Mohamed Yusuf Originally published on Towards AI. Unleashing the Pen of the Future: Exploring AI’s Transformative Influence on Writing Photo by Glenn Carstens-Peters on Unsplash Artificial intelligence (AI) has emerged as a disruptive technology, transforming a wide range of sectors worldwide. The …
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 …
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