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 …
Data Labeling: Why It’s So Important for Machine Learning Success
Author(s): Hrvoje Smolic Originally published on Towards AI. Are you tired of feeling like a tiny ant in a giant data jungle? You’re not alone. Businesses of all sizes struggle to make sense of the massive amounts of data they collect daily. …
How To Estimate FP, FN, TP, TN, TPR, TNR, FPR, FNR & Accuracy for Multi-Class Data in Python in 5…
Author(s): Serafeim Loukas Originally published on Towards AI. In this post, I explain how someone can read a confusion matrix and how to extract several performance metrics for a multi-class… Continue reading on Towards AI » Join thousands of data leaders on …
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 …
Technology Readiness Levels (TRL) in AI development
Author(s): Stavros Theocharis Originally published on Towards AI. 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 so popular that it permeates practically every field, from …
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 …
Understand the Fundamentals of an Artificial Neural Network
Author(s): Janik Tinz Originally published on Towards AI. Learn how an artificial neural network works Photo by Alina Grubnyak on Unsplash An artificial neural network (ANN) is usually implemented with frameworks such as TensorFlow, Keras or PyTorch. Such frameworks are suitable for very complex …
The Normal equation: the calculus, the algebra and the code
Author(s): Menzliskander Originally published on Towards AI. The Normal Equation: The Calculus, the Algebra, and The Code 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 …
ChatGPT Is Overhyped. There Is A Reason For It.
Author(s): Alexandros Zenonos, PhD Originally published on Towards AI. ChatGPT is making people smarter Continue reading on Towards AI » Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments …
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 …
A Crash Course on Python — Part-1
Author(s): Adeel Originally published on Towards AI. A Crash Course on Python — Part-1 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, …
Detecting AI-written text
Author(s): Teemu Maatta Originally published on Towards AI. DetectGPT¹, OpenAI Text Classifier² and Watermarking³ attempt to detect AI-written text with varying results. Continue reading on Towards AI » Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and …
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 …
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