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Do Not Put Filtering Conditions In the “WHERE” Clause in Some Scenarios

Do you what happens if we put conditions after LEFT JOIN ON?Continue reading on Towards Data Science » Do you what happens if we put conditions after LEFT JOIN ON?Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If you are the…

Filtering flights by aircraft type up 15X following 737 Max 9 incident

In the shadow of a recent incident involving an Alaska Airlines flight, where a door plug blew out from a Boeing 737 Max 9, Kayak has observed a significant shift in user behavior. The travel search engine reports a staggering 15-fold increase in the usage of its aircraft filter. This surge reflects a growing trend among travelers: a heightened desire to know the exact model of aircraft prior to booking their flights.UNLOCK EXCLUSIVE INSIGHTS: JOIN KURT’S CYBERGUY NEWSLETTER FOR FREE TO GET SECURITY ALERTS AND…

Optimization or Architecture: How to Hack Kalman Filtering

Why neural networks may seem better than the KF even when they are not — and how to both fix this and improve your KF itselfThis post introduces our recent paper from NeurIPS 2023. Code is available on PyPI.BackgroundThe Kalman Filter (KF) is a celebrated method for sequential forecasting and control since 1960. While many new methods were introduced in the last decades, the KF’s simple design makes it a practical, robust and competitive method to this day. The original paper from 1960 has 12K citations in the last 5…

TikTok adds comment filtering tools to better handle Israel-Hamas war content

ByteDance's TikTok has been facing a tough time over its handling of Israel-Hamas war content and related hate speech, but it is now stepping up with some new initiatives. On the moderation side, the social platform is rolling out new comment filtering tools, with the most notable one being "Comment Care Mode," which supposedly automatically filters comments that are deemed similar to the creator's previously reported or deleted ones. Another new feature helps nix comments made by accounts that are not in the creator's…

LinkedIn starts filtering connection, follower counts

Has your list of followers on LinkedIn changed? If so, it’s because LinkedIn said it is now removing “hibernated” and “restricted” accounts from the connection and follower counts of all members and will continue to regularly do so heading forward. New Help documentation. LinkedIn has added new Restricted and hibernated account filtering Help documentation. It explains: “In order to better support LinkedIn members and contributors with more reliable engagement and reach insights, restricted and hibernated…

How to use TrueCaller SMS Filtering feature on iPhone

The unnecessary text messages have somehow made our inbox a hub for spam and frauds. You may choose to manually delete these messages but it is not that simple to keep a regular check on them. This is where the TrueCaller comes into play. The app helps users identify incoming calls and block spam calls on their phones. TrueCaller also comes with a SMS filtering feature that can help users manage their text messages. TrueCaller SMS Filtering feature on iPhoneWith iOS 14, TrueCaller introduced the SMS filtering feature for…

Recommender System: Collaborative Filtering with Matrix Factorization | by Christie Natashia | Apr, 2023

Implementation ContentsData ImportData Pre-ProcessingImplementation #1: Matrix Factorization in Python from ScratchImplementation #2: Matrix Factorization with Surprise PackageThe complete notebook on Matrix Factorization implementation is available here.Since we are developing a recommendation system like Netflix, but we may not have access to their big data, we are going to use a great dataset from MovieLens for this practice with permission. Besides, you can read and review their README files for the usage licenses…

How to enable and configure junk mail filtering in Apple Mail

Accessing the Apple Mail Settings window from the menu bar. Screenshot by Jack Wallen/ZDNET Enabling junk mail filtering in Apple Mail on MacOS. Screenshot by Jack Wallen/ZDNET You will probably want to enable Move it to the Junk mailbox under When junk mail arrives. If you do that, I would highly recommend you enable the following:Sender of message is in my Contacts.Sender of message is in my Previous Recipients.Message is addressed using my full name.Trust junk mail headers in messages.The reason you want to

Python Pandas to Polars: Data Filtering | by Soner Yıldırım | Apr, 2023

You may need to make the transition soonPhoto by Daphné Be Frenchie on UnsplashI admire Pandas. I have been using it since the first day I started learning data science. Pandas has been more than enough for most of my tasks in data cleaning, preprocessing, and analysis.The only issue I have with pandas is when working with large datasets. Pandas does in-memory analytics so its performance starts to go down when the data size becomes very large.Another downside associated with data size is that some operations make…

Dynamic filtering with Field parameters in Power BI | by Nikola Ilic | Apr, 2023

Field parameters are amazing! Learn how to use this feature for data modeling purposes and enable users to have full flexibility in the way they want data displayed!Image by authorIf you follow my articles regularly, you might have noticed that I’m a big fan of Field parameters. This feature, introduced in May 2022, significantly reduced complexity and development efforts when dealing with some pretty common business scenarios.I’ve already written how you can leverage Field parameters to bring more life to your Power BI…