Datascience google news

Here are some interesting articles and resources related to data science and Google News:

Articles:

  1. "How Google News uses machine learning to personalize your feed" by Google (2020) - This article explains how Google News uses machine learning algorithms to personalize your news feed.
  2. "Google News Lab: Using data science to tell stories" by Google (2019) - This article highlights the work of the Google News Lab, which uses data science to tell stories and analyze news trends.
  3. "The future of news: How AI and machine learning are changing the industry" by The Guardian (2020) - This article discusses the impact of AI and machine learning on the news industry, including the use of data science to analyze and personalize news content.
  4. "Google News' new algorithm prioritizes quality over quantity" by The Verge (2020) - This article explains how Google News' new algorithm prioritizes quality over quantity in its news rankings.

Resources:

  1. Google News Dataset (Kaggle) - This dataset contains a large collection of news articles from Google News, which can be used for data science projects.
  2. Google News API (Google Cloud) - This API provides access to Google News data, allowing developers to build applications that integrate with Google News.
  3. Google News Lab (Google) - This is a resource for journalists and researchers who want to use data science to analyze and tell stories about news and current events.
  4. Data Science for News (Coursera) - This online course teaches data science skills specifically for working with news data.

Tools:

  1. Google Cloud Natural Language (Google Cloud) - This tool allows developers to analyze and understand natural language text, including news articles.
  2. Google Cloud Dataflow (Google Cloud) - This tool allows developers to process and analyze large datasets, including those from Google News.
  3. Google Cloud Bigtable (Google Cloud) - This tool allows developers to store and query large datasets, including those from Google News.
  4. Tableau Public (Tableau) - This tool allows users to create interactive visualizations of news data, including data from Google News.

Research Papers:

  1. "Personalized News Recommendation using Collaborative Filtering" by Google (2019) - This research paper discusses the use of collaborative filtering to personalize news recommendations.
  2. "News Article Classification using Deep Learning" by Google (2018) - This research paper discusses the use of deep learning to classify news articles.
  3. "Analyzing News Trends using Natural Language Processing" by Google (2017) - This research paper discusses the use of natural language processing to analyze news trends.

I hope these resources are helpful!