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 …
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 …
Policy Gradient Algorithmβs Mathematics Explained with PyTorch Implementation
Author(s): Ebrahim Pichka Originally published on Towards AI. Image generated by midjourney Table of Content Β· IntroductionΒ· Policy Gradient Method β Derivation β Optimization β The AlgorithmΒ· PyTorch Implementation β Networks β Training Loop (Main algorithm) β Training ResultsΒ· ConclusionΒ· References Introduction …
GPT-4 Is Here For A While
Author(s): Patrick Meyer Originally published on Towards AI. GPT-4 was released 2 months ago, and it has pushed the boundaries of what is possible, but it is still more than a black box. Let us try to find out what is inside. …
5 Papers You Can't-Miss: Reinforcement Learning
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image by Author with @MidJourney Reinforcement Learning (RL) is an important subfield in the area of machine learning that deals with …
Uncovering the Dark Side of AI: Why Our Intelligent Systems Are More Vulnerable Than We Think
Author(s): Christian Kruschel Originally published on Towards AI. Artificial Intelligence (AI) has rapidly advanced in recent years and found extensive applications in many fields. These intelligent systems have remarkable capabilities to solve complex problems, improve efficiency, and achieve superior performance. However, they …
Deploying a Langchain Large Language Model (LLM) with Streamlit & Pinecone
Author(s): Mostafa Ibrahim Originally published on Towards AI. Deploying a full-stack Large Language model application using Streamlit, Pinecone (vector DB) & Langchain Photo by David PupΔzΔ on Unsplash LangChain is a library that helps developers build applications powered by large language models …
Questions on The Governance of AI.
Author(s): Karl Mochel Originally published on Towards AI. Jaron Lanierβs βThere is no AIβ New Yorker article starts the conversation. Start learning about the broader philosophical issues so you can have a voice in how they get resolved. This member-only story is …
10 Exciting AI Models You Should Know
Author(s): Arun Rajendran Originally published on Towards AI. T5 trivia This member-only story is on us. Upgrade to access all of Medium. Photo by Markus Winkler on Unsplash Recently, ChatGPT has raised the interest in NLP and AI so much that everyone …
The Multilayer Perceptron: Built and Implemented from Scratch
Author(s): David Cullen Originally published on Towards AI. This article aims to provide an overview of the multilayer perceptron, covering key areas mathematically, visually, and programmatically. An approach has been adopted to enable the reader to capture the intuition behind a …
Introduction
Author(s): Hitesh Hinduja Originally published on Towards AI. Testing in Machine Learning: A Comprehensive Guide with Examples from TensorFlow, PyTorch, Keras, scikit-learn, Hugging Face, and More-Part-1 of 3 Here we are with a new blog today. In this three-part series, we will …
Taming AI Hype: A Human Perspective
Author(s): Vincent Carchidi Originally published on Towards AI. Source: Image by Kyle Sung on Unsplash. The Stata Centerβs design is bizarre and counter-intuitive, like the argument here. Taming AI Hype: A Human Perspective Artificial Intelligence should widen, not narrow, our understanding …
The AI Race for Industrial Cybersecurity
Author(s): Jorge AlcΓ‘ntara Barroso Originally published on Towards AI. State of the art, insights, and advice for the future AI in industrial cybersecurity is not a question. It will protect our critical infrastructures in an increasingly connected world. By learning from real-world …
Chat With Your Healthcare Documents: Build a Chatbot With ChatGPT and LangChain
Author(s): Sriram Parthasarathy Originally published on Towards AI. Interactively query your PDF documents and extract insights. Did you know that 80% of healthcare data remains unused and unstructured? Traditional applications that rely solely on structured data can only use 20% of the …
How Machines Learn: The Power of Gradient Descent
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Understanding the Principles, Challenges, and Applications of Gradient Descent Image by Author with @MidJourney Introduction to Gradient Descent Gradient descent is a fundamental optimization algorithm used in machine learning and data science to …
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