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How Reinforcement Learning is Transforming Banking and Finance For Good
Author(s): Nishu Jain Originally published on Towards AI. DEEP LEARNING, FUTURE, ARTIFICIAL INTELLIGENCE Photo by Karolina Grabowska from PexelsRead and Listen — For a better experience Over the last few years, reinforcement learning (RL) applications are creating countless innovations for various industries. …
How Natural Language Processing Improves Clinical Evaluation Reports for Medical Devices
Author(s): Gaugarin Oliver Originally published on Towards AI. Natural Language Processing The EU Medical Device Regulation (MDR) of 2017 (also known as Regulation (EU) 2017/745) has had a huge impact on the regulation of medical devices in Europe, including more stringent manufacturer …
A Visualization of the US Unemployment and its Relationship with Currencies
Author(s): Dhruva Krishna Originally published on Towards AI. April 2021 Release (March 2021 Performance) Photo by Nick Chong on Unsplash This article is an extension of a previous one, in which I attempt to validate the theoretical understanding of Non Farm Payrolls …
CAPTCHAs v/s MACHINES: A Bitter Rivalry?
Author(s): Daksh Trehan Originally published on Towards AI. Machine Learning, Cybersecurity And how to crack CAPTCHA using Machine Learning! I am kind of amazed by the technology, sometimes, it hooks me to weird-yet-interesting short videos, other times, it asks me to prove, …
Hands-on CI/CD Bitbucket Pipeline for Data Scientists
Author(s): Rahul V. Veettil Originally published on Towards AI. Code and Docker image Take the first step into MLOps Quinten de Graaf https://unsplash.com/photos/L4gN0aeaPY4 The rapid research and development of AI technologies have increased the need for data scientists to be familiar with …
Best AI Communities for Artificial Intelligence (AI) Enthusiasts for 2022
Author(s): Towards AI Editorial Team Originally published on Towards AI. These are the best AI communities that every AI enthusiast should know about Source: Photo by Annie Spratt on Unsplash Last updated January 1, 2022 Join our AI community with thousands of …
Hands-on Introduction to MLflow With a Toy Example
Author(s): Rahul V. Veettil Originally published on Towards AI. Track your ML models like never before Photo by Toomas Tartes on Unsplash Imagine you are the leader of a land navigation group following an unfamiliar route on foot. What would you do …
Google Fights NLP Inequality with Massively Scalable, Multilingual Models
Author(s): Jesus Rodriguez Originally published on Towards AI. Google researchers designed a universal machine translation system that can work across a hundred languages. Image Credit: Google Research I recently started an AI-focused educational newsletter, that already has over 90,000 subscribers. TheSequence is …
NLP-Powered Data Extraction for SLRs and Meta-Analyses
Author(s): Gaugarin Oliver Originally published on Towards AI. Natural Language Processing Getting desirable data out of published reports and clinical trials and into systematic literature reviews (SLRs) — a process known as data extraction — is just one of a series of …
Facebook Open Sourced BlenderBot 2.0, a Chatbot that can Discuss Any Topic, Has Long Term Memory and Can Search the Internet for Real-Time Answers
Author(s): Jesus Rodriguez Originally published on Towards AI. The new version expands the capabilities of its predecessor building a much more natural conversational experience. Image Credit: Facebook AI Research I recently started an AI-focused educational newsletter, that already has over 100,000 subscribers. …
Image Synthesis and Editing from Hand-Drawn Color Strokes: SDEdit. No more tedious training is needed!
Author(s): Louis Bouchard Originally published on Towards AI. Say goodbye to complex GAN and transformer architectures for image generation. This new method can generate new images from any user-based inputs. Originally published on louisbouchard.ai, read it 2 days before on my blog! …
Olympic Games Analytics
Author(s): Eliran Turgeman Originally published on Towards AI. Women Participation is on the Rise Photo by Ryunosuke Kikuno on Unsplash I always enjoyed watching the Olympic games, watching the best people at each sport compete with each other is inspiring to me …
Malawi News Classification -An NLP Project
Author(s): Abid Ali Awan Originally published on Towards AI. Natural Language Processing Using text classifier to predict various categories in Malawi News articles using SMOTE and SGDClassifier. Photo by Obi Onyeador on Unsplash Introduction Text classification is common among the applications we …
8 months after building my first Web APP: why I regret using Visual Studio 2019
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Why I should have opted for Visual Studio Code for DevOps Visual Studio 2019 is one of the best tools on the market for building applications. However, Visual Studio 2019 is designed to build …
Web Scraping Yelp, Part 1: mining reviews with Pyhton using Beautifulsoup
Author(s): Michelangiolo Mazzeschi Originally published on Towards AI. Limitations of web scraping Web scraping is one of my favorite challenges to face when using python. Web scraping is a technique that allows programmers to connect to a website using code and then …
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