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machine-learning in Python VS Google News

Compare machine-learning in Python VS Google News and see what are their differences

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machine-learning in Python logo machine-learning in Python

Do you want to do machine learning using Python, but you’re having trouble getting started? In this post, you will complete your first machine learning project using Python.

Google News logo Google News

Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.
  • machine-learning in Python Landing page
    Landing page //
    2020-01-13
  • Google News Landing page
    Landing page //
    2023-05-06

machine-learning in Python features and specs

  • Ease of Use
    Python has a simple and clean syntax, which makes it accessible for beginners and efficient for experienced developers to implement fundamental concepts of machine learning quickly.
  • Rich Ecosystem
    Python boasts a vast collection of libraries and frameworks such as scikit-learn, TensorFlow, and PyTorch that provide extensive functionalities for machine learning tasks.
  • Community Support
    Python has a large and active community that contributes to continuous improvement, support, and readily available resources like tutorials, forums, and documentation for troubleshooting.
  • Integration Capabilities
    Python can easily integrate with other languages and technologies, enabling seamless deployment of machine learning models in diverse environments.
  • Visualization Tools
    Python supports various visualization libraries like Matplotlib and Seaborn which are crucial for data analysis and understanding the performance of machine learning models.

Possible disadvantages of machine-learning in Python

  • Performance Limitations
    Python is an interpreted language and can be slower compared to compiled languages like C++ or Java, which might be a consideration for performance-intensive tasks.
  • Global Interpreter Lock (GIL)
    The GIL in Python can be a bottleneck for multi-threaded applications, limiting parallel execution and performance in CPU-bound machine learning tasks.
  • Dependency Management
    Managing dependencies can be complex in Python projects, especially when handling different versions of libraries required for specific machine learning projects.
  • Memory Consumption
    Python can require more memory for large datasets when compared with more memory-efficient languages, which might affect scalability and the ability to process very large datasets.

Google News features and specs

  • Comprehensive Coverage
    Google News aggregates news from a multitude of sources, offering a wide range of perspectives on current events.
  • Personalization
    The platform uses machine learning to deliver personalized news content based on user preferences and browsing history.
  • Accessibility
    Available on multiple platforms, including web, Android, and iOS, making it easy to access news anytime, anywhere.
  • Convenient Navigation
    The interface enables easy navigation through different categories and topics, allowing users to find relevant news quickly.
  • Timeliness
    Updates in real-time, providing the most current news as it happens.

Possible disadvantages of Google News

  • Dependence on Algorithms
    Personalization algorithms can create echo chambers, showing users more of what they already like and potentially limiting exposure to diverse viewpoints.
  • Information Overload
    The sheer volume of news available can be overwhelming, making it difficult to discern important stories from less significant ones.
  • Advertisement
    The platform occasionally includes sponsored content and advertisements, which can detract from the news reading experience.
  • Bias and Credibility
    Not all aggregated sources have the same level of reliability or journalistic standards, which can lead to the spread of misinformation.

Analysis of Google News

Overall verdict

  • Yes, Google News is generally regarded as a good platform for those looking for a comprehensive news source.

Why this product is good

  • Google News is considered a reliable and convenient source for news because it aggregates articles from a wide range of quality publishers. It offers diverse perspectives on current events, customizable topics, and a personalized feed based on user interests. The use of automation in curating news helps users stay updated with the latest headlines efficiently.

Recommended for

  • Individuals who want a quick overview of current events from multiple perspectives.
  • People who appreciate personalized and customizable news feeds.
  • Users who prefer accessing news from various trusted sources in one place.

machine-learning in Python videos

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Google News videos

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Showdown: Apple News Versus Google News on the iPhone

More videos:

  • Review - The all new Google news: Everything you need to know | Digit.in
  • Review - Introducing the new Google News

Category Popularity

0-100% (relative to machine-learning in Python and Google News)

machine-learning in Python

Google News

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
RSS Reader
0 0%
RSS Reader
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Social Networks
0 0%
Social Networks
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare machine-learning in Python and Google News

machine-learning in Python Reviews

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Google News Reviews

19 Best Feedly Alternatives To Track Insights Across The Web
While Google News relies on automated algorithms for content discovery, Feedly puts the power in its users’ hands, allowing them greater control over the sources they follow and the content they consume.
Source: technicalustad.com
Top 11 Best News APIs for developers in 2021
API features: Although Google deprecated and no longer maintains the Google News Search API, it is still operational and accessible to the public. You can use the API to incorporate Google News search results into your application or web pages. You can use it to display Google search topics, headlines, trending stories, URLs, and other news items.
Source: rajat-testprepkart.medium.com

Social recommendations and mentions

Based on our record, Google News seems to be a lot more popular than machine-learning in Python. While we know about 131 links to Google News, we've tracked only 7 mentions of machine-learning in Python. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

machine-learning in Python mentions (7)

  • Data science and cybersecurity with python project
    After that you should probably look at some very basic ML tutorials. I just googled it, I have no idea if this is good https://machinelearningmastery.com/machine-learning-in-python-step-by-step/. Source: over 2 years ago
  • Ask HN: How can I learn ML in 6 months as a teenager?
    Few different approaches based on search engine 'ml with python': Work though use cases / examples : https://www.databricks.com/resources/ebook/big-book-of-machine-learning-use-cases On-line class(es) / step by step projects: * https://bootcamp-sl.discover.online.purdue.edu/ai-machine-learning-certification-course * https://www.w3schools.com/python/python_ml_getting_started.asp *... - Source: Hacker News / over 2 years ago
  • Are these CS courses enough CS knowledge for ML engineer?
    MLE: ALL OF THE ABOVE (this is important - pure machine learning skills generally won’t make you hireable unless you’re doing a PhD and/or are a genius) Plus: 1. https://machinelearningmastery.com/machine-learning-in-python-step-by-step/ 2. https://www.coursera.org/learn/machine-learning 3. https://www.3blue1brown.com/topics/neural-networks. Source: about 3 years ago
  • how to do i train an AI
    Have you seen this? https://machinelearningmastery.com/machine-learning-in-python-step-by-step/. Source: over 3 years ago
  • Python Data Science Project Ideas (+References)
    Machine learning models Fine-tune existing machine learning models for improved accuracy, or create your own custom models. - Source: dev.to / over 3 years ago
View more

Google News mentions (131)

  • HTTP: //maps.google.com/ (non-HTTPS) down – 502 Server Error
    Https://news.google.com/ is having trouble for me. Sections aren't loading, with the error "Uh-oh, something went wrong. Please try again." On Android, the Google News app says "No recent articles". - Source: Hacker News / about 1 year ago
  • Ask HN: How to Make News Aggregation Work in 2024?
    When google did this long ago: https://news.google.com/ I knew the new industry was going to collapse. What more do you need from a new aggregator? Journalism was doomed since though. I had tried https://ground.news/ but never stuck with it. I like the idea but it fails at dimension. There is no left vs center vs right in Canada. Politics in Canada and Europe is 3 dimensional at least with wormholes in our... - Source: Hacker News / about 1 year ago
  • Ask HN: Is there a website with only short summaries of the most important news?
    Https://news.google.com/ ? It has briefs, read it and close the tab. It’s that simple. - Source: Hacker News / about 1 year ago
  • Looking for a way to add local news on a new tab
    If you like the Microsoft one, you can pin www.msn.com and for google its news.google.com. Source: over 1 year ago
  • Is there a News category that will filter me latest news uploaded on YT?
    What I want to achieve is something like news.google.com but on YouTube, where I can get latest news about business for example, and then pick the topic (eg. Today are TSM stocks in trend, and I want to get all videos from today or yesterday about that topic from a News relevant channels.). Source: over 1 year ago
View more

What are some alternatives?

When comparing machine-learning in Python and Google News, you can also consider the following products

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Unfiltered.news - What the world is talking about, visualized graphically

BigML - BigML's goal is to create a machine learning service extremely easy to use and seamless to integrate.

Digg - Digg delivers the most interesting and talked-about stories on the Web right now.

Google Cloud TPU - Custom-built for machine learning workloads, Cloud TPUs accelerate training and inference at scale.

Flipboard - Your Personal Magazine. Find, follow and flip stories that change your world.

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