Building an End to End Recommendation Engine using Matrix Factorization with Cloud Deployment using Amazon SageMaker
Author(s): Anurag Bisht Originally published on Towards AI. Cloud Computing, Machine Learning Image Courtesy: Google Cloud How many times have you visited any shopping website and purchased anything, have you noticed that the website personalizes as per your purchase history? You all …
Data Science Evaluation Metrics — Unravel Algorithms for Classification [Part 1]
Author(s): Maximilian Stäbler Originally published on Towards AI. Photo by Luke Chesser on Unsplash Data Science, Machine Learning Lessons learned about evaluation metrics for classification tasks. If you do not know how to ask the right question, you discover nothing.– W. Edwards …
Crack Detection in Concrete
Author(s): Chittal Patel Originally published on Towards AI. Photo by Maud CORREA on Unsplash Computer Vision Using Computer Vision Introduction Crack detection is crucial in monitoring the health of infrastructural buildings. As seasons change and the level of moisture remains inconsistent across …
ChatGPT Guide for Data Visualization: Top 80 Most Important Prompts
Author(s): Gencay I. Originally published on Towards AI. Unlock the power of data visualization in Python with Seaborn, Matplotlib, Plotly, and Bokeh: The ChatGPT Guide. Image by Author — Did you know that data visualization is a powerful tool for making sense …
Reimagining the Recommendation Engine
Author(s): John Adeojo Originally published on Towards AI. Demonstrating The Utility of AI Assistants as a New Flavour of Recommendation Engine Image by Author: Generated with Midjourney AI is transforming the way in which we interact with online apps. At present, we …
Meta Releases LLaMA 2: Free For Commercial Use
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Llama 2, the next generation of our open-source large language model This will be a quick one, Meta releases the new version of LLaMA. This version will be known as LLaMA …
Backpropagation and Vanishing Gradient Problem in RNN (Part 2)
Author(s): Alexey Kravets Originally published on Towards AI. How it is reduced in LSTM https://unsplash.com/photos/B22I8wnon34 In part 1 of this series, we went through back-propagation in an RNN model and explained both with formulas and showed numerically the vanishing gradient problem in …
This AI newsletter is all you need #56
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week we saw several new competitors in the world of LLMs, in both open-source and closed models. Despite its impressive capabilities, the first …
Forecasting Time Series Data: Netflix Stock Price Prediction
Author(s): Alison Yuhan Yao Originally published on Towards AI. ARIMA-(G)ARCH models with MiniTab and R Photo by Jake Hills on Unsplash The Netflix stock price has been quite volatile recently, which makes the prediction of the time series data very interesting. In …