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StyleGAN: In depth explaination
Author(s): Albert Nguyen Originally published on Towards AI. Generative Adversarial Networks (GAN) have yielded state-of-the-art results in generative tasks and have become one of the most important frameworks in Deep Learning. Many variants of GAN have been proposed to improve the quality …
Are You Ready for MLOps?
Author(s): Yoshiyuki Igarashi Originally published on Towards AI. U+1F33EMoving Towards Scalable and Labor Efficient ML Projects The introduction of irrigation systems revolutionized the way farmers develop and maintain croplands. Prior to this innovation, farmers had to manually carry water from nearby rivers …
Clustering A-Z Briefly Explained ChatGPT Powered
Author(s): Gencay I. Originally published on Towards AI. A Concise Guide to Clustering Techniques in Data Science and Machine Learning with ChatGPT This member-only story is on us. Upgrade to access all of Medium. Clustering is a technique used in machine learning, …
Deploying Machine Learning Projects as Serverless APIs
Author(s): Dolu Solana Originally published on Towards AI. A guide to deploying Production Ready Data Science Projects as Serverless APIs with Azure Functions. Photo by Milad Fakurian on Unsplash Introduction When done right, Machine Learning and Data Science have the potential to …
Introduction to Speech Recognition With TensorFlow
Author(s): Rokas Liuberskis Originally published on Towards AI. Master the basics of speech recognition with TensorFlow: Learn how to build and train models, implement real-time audio recognition, and develop practical applications This member-only story is on us. Upgrade to access all of …
Deep Learning for Space Exploration
Author(s): Argo Saakyan Originally published on Towards AI. NASA, ESA, CSA, and STScI — Stephan’s Quintet I was always obsessed with space and neural nets. As a Computer Vision Researcher, I see a lot of opportunities for Deep Learning in space exploration. …
Deep Learning for Space Exploration
Author(s): Argo Saakyan Originally published on Towards AI. NASA, ESA, CSA, and STScI — Stephan’s Quintet I was always obsessed with space and neural nets. As a Computer Vision Researcher, I see a lot of opportunities for Deep Learning in space exploration. …
Theory of Mind AI: The Power of Empathy
Author(s): Ivan Markočič Originally published on Towards AI. How empathy can help AI agents predict and understand human behavior Image created by Author using Stable Diffusion Artificial Intelligence (AI) has made it possible to simulate human-like cognitive abilities such as empathy, emotional …
Data Analysis Project with PandasStep-by-Step Guide (Ted Talks Data)
Author(s): Fares Sayah Originally published on Towards AI. Data Analysis Project with Pandas — Step-by-Step Guide (Ted Talks Data) Data Analysis Project Guide — Use Pandas power to get valuable information from your data Photo by Lukas Blazek on UnsplashThe Pandas library is a powerful tool for multiple phases …
Bringing Your Story to Life: Creating Customized Animated Videos using Generative AI
Author(s): Bildea Ana Originally published on Towards AI. A step-by-step tutorial on how to create a personalized video with AI Continue reading on Towards AI Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to …
Top 5 Data Science Projects From Beginners to Pros in Python
Author(s): Gencay I. Originally published on Towards AI. Here are the top data science projects, which are classified from beginners to pros in Python, consisting of building machine learning and… Continue reading on Towards AI Join thousands of data leaders on the …
Visual SLAM, A Booster Overview
Author(s): Mohammad Javadian Farzaneh Originally published on Towards AI. Part 1 Photo by Andrew Neel on Unsplash Purpose of Writing SLAM is one of the machine vision concepts that is widely used in robotics. My Master’s thesis was related to this concept. It was …
Proving the Convexity of Log-Loss for Logistic Regression
Author(s): Towards AI Editorial Team Originally published on Towards AI. Unpacking Log Loss Error Function’s Impact on Logistic Regression Photo by DeepMind on Unsplash Author(s): Pratik Shukla “Courage is like a muscle. We strengthen it by use.” — Ruth Gordo Table of Contents: Proof of convexity of …
A Web App for Automated E-mail Writing From Voice Notes, Using GPT-3
Author(s): LucianoSphere Originally published on Towards AI. I coupled Chrome’s speech recognition engine with GPT-3 to create a web app that writes e-mails from your spoken notes and indications… Continue reading on Towards AI Join thousands of data leaders on the AI …
Linked Data Event Streams and TimescaleDB for Real-time Timeseries Data Management
Author(s): Samuel Van Ackere Originally published on Towards AI. How to consume a Linked Data Event Stream and store it in a TimescaleDB database Photo by Scott Graham on Unsplash Linked data event stream Linked Data Event Streams represent and share fast and slow-moving …
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