Introduction to Autoregressive Models
Author(s): Albert Nguyen Originally published on Towards AI. This article is a preparation for the upcoming article about Autoregressive Diffusion Models. Distribution estimation is a core problem in many Deep Learning applications, including classification, regression, and more. Many estimation methods have been …
MLOps 4: Data in production
Author(s): Akhil Theerthala Originally published on Towards AI. Hi everyone! This is Akhil Theerthala, back again in the MLOps series. I had to take a break last week due to a fest at my uni. Now, returning to the series, we have …
What is the Technology Readiness Level (TRL)?
Author(s): Stavros Theocharis Originally published on Towards AI. Technology Readiness Levels (TRL) in AI development A framework for the future development of AI Image generated by DALL-E Artificial Intelligence (AI) is a subject that has been discussed almost everywhere. It continuously gets …
The Normal Equation: The Calculus, the Algebra, and The Code
Author(s): Skander Menzli Originally published on Towards AI. Photo by Antoine Dautry on Unsplash Introduction: The normal equation is a closed-form solution used to solve linear regression problems. It allows us to directly compute the optimal parameters of the line (hyperplane) that …
Six Amazing Unknown Python Libraries
Author(s): Dhilip Subramanian Originally published on Towards AI. Cool python libraries for Data Engineering and NLP Photo by Jamie Fenn on Unsplash I’ve been using Python extensively for the last five years. As a result, I’m always looking for amazing libraries that …
A Crash Course on Python — Part-1
Author(s): Adeel Originally published on Towards AI. Photo by Xiaole Tao on Unsplash In this series, I will cover the basics of python programming. It gives you an introductory level studies to the basic concepts including data types, loops, conditions, built-in data …
10 cool things you should know about ChatGPT
Author(s): Jair Ribeiro Originally published on Towards AI. Discover 10 interesting facts about ChatGPT This member-only story is on us. Upgrade to access all of Medium. ChatGPT, the state-of-the-art language model developed by OpenAI, can generate human-like text, perform tasks such as …
Navigating the World of Data Engineering: A Beginner’s Guide.
Author(s): Data Science meets Cyber Security Originally published on Towards AI. A GLIMPSE OF DATA ENGINEERING U+2764 IMAGE SOURCE: BY AUTHOR Data or data? No matter how you read or pronounce it, data always tells you a story directly or indirectly. Data …
Step-By-Step Machine Learning Project in Python — Credit Card Fraud Detection
Author(s): Fares Sayah Originally published on Towards AI. Demonstration of How to Handle Highly Imbalanced Classification Problems Photo by CardMapr on Unsplash What is Credit Card Fraud? Credit card fraud occurs when an individual uses someone else’s credit card or account information …
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting
Author(s): Berend Originally published on Towards AI. Image by Author. This article, written by Berend Gort, details a project he worked on as a Research Assistant at Columbia University. The project will be generously donated to the open-source AI4Finance Foundation, which aims …
The Impact of AI on Healthcare
Author(s): Andrew Austin Originally published on Towards AI. How the World Health Organization sees Applications of Artificial Intelligence for Healthcare This member-only story is on us. Upgrade to access all of Medium. This is part of a 10-part series about the Ethics …
The Impact of AI on Healthcare
Author(s): Andrew Austin Originally published on Towards AI. How the World Health Organization sees Applications of Artificial Intelligence for Healthcare This member-only story is on us. Upgrade to access all of Medium. This is part of a 10-part series about the Ethics …
Generating Music With AI!
Author(s): Louis Bouchard Originally published on Towards AI. MusicLM explained This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! We recently covered a model able to imitate …
Identifying Traditional Nigerian Textiles using Artificial Intelligence on Android Devices ( Part 1 )
Author(s): Oluwatimilehin Ogidan Originally published on Towards AI. Nigeria is a country blessed by God with 3 major ethnic groups( Yoruba, Hausa, and Ibo) and these different ethnic groups have their different cultural differences in terms of dressing, marriage, food, etc. When …
Breaking Down DeepMind’s AlphaTensor
Author(s): Adrienne Kline Originally published on Towards AI. Addition vs. Multiplication This member-only story is on us. Upgrade to access all of Medium. Photo by Vlado Paunovic on Unsplash First AI system for discovering novel, efficient, and provably correct algorithms for fundamental …
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