Unleashing the power of WebSockets for real-time Model Inference
Author(s): Vatsal Saglani Originally published on Towards AI. A hands-on guide to serving model inference using sockets GIF by Author A Socket specifies a network address and port via which the application can communicate to the process on the network. Sockets are …
A Beginner’s Guide to Predicting Stock Prices with Machine Learning
Author(s): SPX Originally published on Towards AI. Predicting stock prices is a popular task in the field of finance. It involves forecasting the future value of a company’s stock based on past data and market trends. Many investors use stock price predictions …
This Article is Bipolar: Role of AI in Education.
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. An article that is either a visionary piece or complete fluff. Depending upon who you are, you will either agree with or end up discarding this article as garbage. There is …
TensorFlow OCR Model for Reading Captchas
Author(s): Rokas Liuberskis Originally published on Towards AI. Training a Custom OCR for Captcha Image Text Extraction with TensorFlow and CTC Loss Function: A Step-by-Step Guide. Using the mltu Library to Simplify the Process https://www.youtube.com/embed/z_6P0PilBmM The Most Advanced Data Science Roadmaps You’ve …
2022: A Year Full of Amazing AI papers — A Review 🚀
Author(s): Louis Bouchard Originally published on Towards AI. A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code. While the world is still recovering, research hasn’t slowed …
How is Google Aiming At a Trillion Parameter Model (PaLM): Page-by-Page Review
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. PATHWAYS: ASYNCHRONOUS DISTRIBUTED DATAFLOW FOR ML and Scaling Language Modeling with Pathways This time I was going to deviate from a usual 1 paper 1 review approach to 2 papers 1 …
EHR-Safe by Google: A High-Fidelity and Privacy-Preserving Synthetic Data Framework: Page by Page Research Review
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. EHR-Safe: Generating High-Fidelity and Privacy-Preserving Synthetic Electronic Health Records https://doi.org/10.21203/rs.3.rs-2347130/v1 Privacy concerns often arise as the key bottleneck for the sharing of data between consumers and data holders, particularly for sensitive …
Foundation Models and the Path Towards a Universal Learning Algorithm
Author(s): Jesus Rodriguez Originally published on Towards AI. Can foundation models validate the theory of a master algorithm for all human knowledge? Created with: DALL-E I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
Logistic Regression Math Intuitions
Author(s): Fernando Guzman Originally published on Towards AI. Logistic regression is a supervised machine learning algorithm to create models used for binary classification problems conventionally. Even that in its name, it says regression. This algorithm is used to train models for classification …
Key Takeaways For Successful Transition To Data Science From My Journey
Author(s): Himanshu Joshi Originally published on Towards AI. Taking the leap of faith -Photo by Joshua Earle on Unsplash I am a Lead Data Scientist at a Service based IT company with 11+ years of professional experience. I am a self-taught Data …
Using ChatGPT to understand Microsoft’s VALL-E — Neural Codec Language Model Paper
Author(s): Ana Bildea Originally published on Towards AI. Using ChatGPT as a personal assistant to understand scientific papers image generated by the author using Nightcafe. In my previous article, I discussed how ChatGPT could assist in designing your text prompt. In this …
How to Anonymize Faces in Images with Deep Learning and Computer Vision
Author(s): Edwin Tan Originally published on Towards AI. Photo by Alexandra Gorn on Unsplash Face blurring is a technique used to anonymize the identity of a person in an image or video by pixelating or covering the face with a blur effect. …
Bentoml vs. Fastapi: The Best ML Model Deployment Framework and Why It's Bentoml
Author(s): Bex T. Originally published on Towards AI. A detailed comparison between BentoML and FastAPI for machine learning model deployment. Top highlight Photo by Sebastian Pichard What am I even talking about? According to StackOverflow 2022 Developer Survey, FastAPI just became one …
Taking Into Account Temporal Aspects of Machine Learning Apps
Author(s): Ori Abramovsky Originally published on Towards AI. Temporal features require special handling, from how to split the training population to the way to define the task at hand. In some cases, it can even mean overfitting on purpose. Photo by Eunice …
AI-Generated Content: Catch Me if You Can
Author(s): The Tech Insider Originally published on Towards AI. Identifying AI-created text Image: Author, made with midjourney Yesterday, I received an exciting message from Scott Lamb, Medium’s Vice President of Content — and let me tell you, it was an email that …
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