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Policy Gradient Algorithm’s Mathematics Explained with PyTorch Implementation
Author(s): Ebrahim Pichka Originally published on Towards AI. Image generated by midjourney Table of Content · Introduction· Policy Gradient Method ∘ Derivation ∘ Optimization ∘ The Algorithm· PyTorch Implementation ∘ Networks ∘ Training Loop (Main algorithm) ∘ Training Results· Conclusion· References Introduction …
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 Pupăză on Unsplash LangChain is a library that helps developers build applications powered by large language models …
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 …
Taming AI Hype: A Human Perspective
Author(s): Vincent Carchidi Originally published on Towards AI. Source: Image by Kyle Sung on Unsplash. The Stata Center’s 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 Alcántara 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 …
Ph.D., Twitter, Breaking into the AI Field, and more with Brian Burns (AI Pub)
Author(s): Louis Bouchard Originally published on Towards AI. Originally published on louisbouchard.ai, read it 2 days before on my blog! Are you considering pursuing a Ph.D. in machine learning? Before you take the plunge, take a moment to listen to this insightful …
How to Create a Simple and Practical API with Python and Flask
Author(s): James Asher Originally published on Towards AI. Photo by Alireza Shojaei on Unsplash Flask is my favourite Python web framework by far. It’s often described as a micro-framework for its bare-bones style — a style I really appreciate. It’s scalable and …
Truveta LLM: FirstLarge Language Model for Electronic Health Records
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. In the last few years, if you google healthcare or clinical NLP, you would see that the search results are blanketed by a few names like John Snow Labs (JSL), Linguamatics …
Flutter and ChatGPT: Revolutionising App Development while Ensuring IP Compliance
Author(s): Ketan Bhavsar Originally published on Towards AI. In today’s digital era, mobile and web applications have become a crucial part of our lives. Building these applications is a complex process that involves multiple stages and requires a significant amount of time, …
Top AI Conferences in 2023
Source: Image generated by the author with generative AI via Midjourney. Exploring the Top AI Conferences in 2023: A Must-Attend for Researchers and Practitioners Alike TL;DR: Get ahead in the AI game by attending these top conferences in 2023! From NeurIPS to …
Exploring Toolformer: Meta AI New Transformer Learned to Use Tools to Produce Better Answers
Author(s): Jesus Rodriguez Originally published on Towards AI. The model mastered the use of tools such as calculators, calendars, or Wikipedia search queries across many downstream tasks. Continue reading on Towards AI Join thousands of data leaders on the AI newsletter. Join …
How to Set Performance Baseline for Your Machine Learning Project Effectively?
Author(s): Youssef Hosni Originally published on Towards AI. When starting work on a machine learning project, one of the most useful first steps to take is to establish a performance baseline and is… Continue reading on Towards AI Join thousands of data …
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