Feeling Better? Analyzing the Effects of Social Media Engagement on Depression Using Natural Language Processing
Author(s): Aadit Barua Originally published on Towards AI. Photo by Stefano Pollio on Unsplash Aadit Barua, Westlake High School, Austin, TX A global challenge Depression is a mental health condition that affects over 250 million people, according to the World Health Organization …
GAMs and Smoothing Splines (Part-2) — Tensor Product Splines
Author(s): Sai Pradeep Peri Originally published on Towards AI. Tensor Product Splines Introduction: In this article, I will extend the concepts of 1D-spline smooths to higher-order dimensional function approximations called Tensor Product smooths. If you haven’t read part-1, please give it a …
Code Migration: SAS to Python
Author(s): Vivek Chaudhary Originally published on Towards AI. Programming The objective of this article is to build a fundamental understanding of SAS programming and rewrite the feature in the Python programming language. As a part of the demo, I have to build …
NLP Mastery Part -1
Author(s): Himanshu Tripathi Originally published on Towards AI. Machine Learning Automation… Photo by Joshua Aragon on Unsplash In this series of articles, we’re not just going to learn about how to use NLP to solve real-world problems, but we’re also going to …
A friendly guide to Web Scraping Greenhouse Gas data from Wikipedia
Author(s): Eugenia Anello Originally published on Towards AI. How to extract table’s content with Octoparse and apply clustering analysis Illustration by author Disclaimer: This article is only for educational purposes. We do not encourage anyone to scrape websites, especially those web properties …
My VS Code Setup To Debug Rasa Chatbots At Runtime
Author(s): ___ Originally published on Towards AI. When All You Want To Do Is Track State Changes In this article, I will share my VS Code-based workflow to troubleshoot Rasa bots at runtime. This is a useful workflow to know when your …
How To Make Cloud Cost Estimation With Terraform
Author(s): Guillaume Vincent Originally published on Towards AI. Automate cloud cost estimation in your pull requests Photo by Executium on Unsplash Cloud computing is great for growing your business quickly. You only pay for what you use. It’s a double-edged sword, you …
This Open Source Framework was Created by LinkedIn to Simplify the Interoperability Between TensorFlow and Spark
Author(s): Jesus Rodriguez Originally published on Towards AI. Spark-TFRecord enables the processing of TensorFlow’s TFRecord structures in Apache Spark. Source: KDNuggets I recently started an AI-focused educational newsletter, that already has over 80,000 subscribers. TheSequence is a no-BS (meaning no hype, no …
How To Use Machine Learning on Lung Cancer with Weka and Python
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. I. Dataset Information Photo by Dmitriy Ermakov on Unsplash I. Dataset InformationII. Downloading the DataIII. Python Data PrepIV. Weka ImplementationV. AccuracyVI. Confusion MatrixVIII. References The following information is listed on the source website. Source: …