Docker + Flask | Dockerizing a Python API
Author(s): Billy Bonaros Docker containers are one of the hottest trends in software development right now. Not only it makes it easier to create, deploy and run… Continue reading on Towards AI » Published via Towards AI …
Capital Assets Pricing Model (CAPM) — Using Python
Author(s): Jayashree domala Data Visualization, Programming Capital Assets Pricing Model (CAPM) — Using Python A guide to knowing about CAPM and implementing it in Python. Photo by Maxim Hopman (Unsplash) What is CAPM? The capital asset pricing model (CAPM) is very widely used and is considered to …
10 Resources for Data Science Self-Study
Author(s): Benjamin Obi Tayo Ph.D. An enormous amount of free learning resources in data science are available to anyone Continue reading on Towards AI » Published via Towards AI …
An Introduction To Data Augmentation for Images, Using Tensorflow’s ImageDataGenerator
Author(s): Ankur Manikandan Computer Vision, Machine Learning Photo by Kyle Glenn on Unsplash Overfitting models to training data is a familiar problem data scientists and machine learning researchers face regularly. Various techniques are available to reduce over-fitting; in this article, we will focus on …
Predicting Genres from Movie Quotes
Author(s): Harry Roper Natural Language Processing, Web Scraping Multi-label NLP Classification Photo by Darya Kraplak on Unsplash Disclaimer: This article is only for educational purposes. We do not encourage anyone to scrape websites, especially those web properties that may have terms and conditions against …
Digital Artist: Creative Adversarial Networks(CAN)
Author(s): Daksh Trehan Computer Vision, Deep Learning An interesting approach to make AI better at the art of “faking”! Artificial Intelligence has surely stormed mankind in past years, the machines are extremely good at imitating what we tell them to do. But AI …
Key Phrase Extraction and Visualization : Python and Power BI
Last Updated on March 6, 2021 by Editorial Team Author(s): Jayant Kumar Kodwani Natural Language Processing Key Phrase Extraction and Visualization: Python and Microsoft Power BI Discover insights in unstructured text Implementing RAKE algorithm in Python and Power BI integration Key-Phrase Extraction, Photo …
Data Science 101: Guide to Using Pipelines in Python
Author(s): Janaki Viswanathan A comprehensive guide to using Pipelines in Python Continue reading on Towards AI » Published via Towards AI …
Introduction to PySpark via AWS EMR and Hands-on EDA
Author(s): Kunj Mehta Performing EDA on NY Taxi Fare Dataset to see PySpark in action — because cloud computing is the next big thing! Continue reading on Towards AI » Published via Towards AI …
NLP-Aided Systematic Literature Review: Why It’s Needed and How It Works
Author(s): Gaugarin Oliver Natural Language Processing Answering a specific, clearly defined research question from the massive amount of healthcare-related scholarly and clinical literature in existence can be extremely challenging. Yet that’s precisely the goal of systematic literature reviews (SLRs) in health care, …
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