Machine Learning for Dummies: Deploy all the Things 🚀🚀
Author(s): Data 4 Everyone! Originally published on Towards AI. How do Data Scientists Deploy and Monitor Their Apps? In this series of articles, I'll help you understand what Machine Learning is by looking at an actual project! If you have a cat, …
Create a Boolean Image Classifier Fast With Any Data Set, With a Brief Explanation of the Convolutional Neural Network (CNN) With Code
Author(s): Nafiu Originally published on Towards AI. Photo by ray rui on Unsplash Hi everyone, in this post, we are going to look at a type of neural network called the Convolutional Neural Network. Here we will learn how it works in …
The Upcoming A.I. Act and How It Will Impact You
Author(s): Taimur Ijlal Originally published on Towards AI. The upcoming act will do for A.I. what GDPR did for privacy In my previous posts, I have talked about how A.I. risks do not exist in a vacuum and why it is so …
How To Build Your Own K-Means Algorithm Implementation in Python From Scratch With K-Means++ Initialization
Author(s): Alex Belengeanu Originally published on Towards AI. What’s a better method to deepen your knowledge about algorithm principles than implementing it from 0 by yourself? Photo by Mel Poole on Unsplash What is K-Means? K-Means is an unsupervised machine learning technique …
OpenAI Released GPT-3 Text-davinci-003. I Compared It With 002. The Results Are Impressive!
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. OpenAI Releases Embeddings model GPT-3 Credits: xcubelabs OpenAI announced the release of the newest addition to the GPT-3 model family: `text-davinci-003`. This model builds on top of our previous InstructGPT models …
An Improved Gpt-3 Is Ready for Use: How Good Is It?
Author(s): LucianoSphere Originally published on Towards AI. Excellent for a variety of applications, such as making up stories and poems, but not reliable enough for applications involving true knowledge. Photo by Alex Shute on Unsplash OpenAI just released some new flavors of …
Querying Synapse Analytics Delta Lake from Databricks
Author(s): Guilherme Banhudo Originally published on Towards AI. Image by Databricks A step-by-step guide on how to connect (query) Azure Synapse Analytics Delta Lake data from Databricks for both dedicated and serverless pools. Problem Statement In recent years, especially with the advent …
Learning from ChatGPT About the Practical Applications of Crypto-related Technologies
Author(s): LucianoSphere Originally published on Towards AI. Asking everything I always wanted to know but didn’t know whom to ask… and checking the responses on Google! Photo by Júnior Ferreira on Unsplash ChatGPT is the next evolution of OpenAI’s language models, in …
Galactica: How to (Responsibly) Use the Controversial Language Model Everyone Is Talking About
Author(s): Federico Peccia Originally published on Towards AI. Articles and papers generation Photo by Annie Spratt on Unsplash Perhaps you already read a lot of articles about Galactica, the language model released in November by MetaAI. In the original paper, the authors …
Sales Prediction| Importance of Sales forecasting| Using Machine Learning| End-to-End Understanding| Part -1
Author(s): Yashashri Shiral Originally published on Towards AI. Sales PredictionU+007C Importance of Sales forecastingU+007C Using Machine LearningU+007C End-to-End UnderstandingU+007C Part -1 Sales Forecasting determines how the company invests and grows to create a massive impact on company valuation. In this article, you …
Hey… Your AI is Hurting Me!!
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Setting Standards for the Quality and Accuracy An Immature AI is not a reason to allow systemic bias. As the use of artificial intelligence (AI) continues to grow and expand, concerns …
Practical Guide to Boosting Algorithms In Machine Learning
Author(s): Youssef Hosni Originally published on Towards AI. Use weak learners to create a stronger one Boosting (originally called hypothesis boosting) refers to any Ensemble method that can combine several weak learners into a strong learner. The general idea of most boosting …
Data Visualization With SQL — A Brief Guide
Author(s): AlishaS Originally published on Towards AI. In data analytics, a picture speaks a thousand words, especially if it’s well presented. By using charts, graphs, and maps, data visualization tells a meaningful story about data in a visual format. This is a …
What you must know (TLDR):
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. What are embeddings? OpenAI just announced text-embedding-ada-002. This model replaces 5 previous best-performing embedding models and is available today through embeddings API! The endpoint for the AI will be /embeddings curl …
Java Transfer Learning for Image Classification with Small Dataset
Author(s): Kexin Feng Originally published on Towards AI. Deep learning has shown its strong power in solving problems in various areas like CV, NLP, reinforcement learning, etc., which generates numerous examples of successful applications. However, for a very specific customized task, like …
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