12/31/2023 0 Comments Raw data generatorWhile this seems like a reasonable assumption, it has not been empirically tested on real data. Synthetic data is often generated from original raw (non-processed) data as it is widely believed that “data must be modeled in its original form”, prior to the application of any transformations, and that missing values should be represented as they provide information about the dataset. Typically, 18 months is the average timeframe to establish a data sharing agreement. In fact, many projects are discarded before they begin due to delays to acquire data. Under these regulations, it is very hard to share high quality data with analysts without informed consent from the data subjects. It is governed by ethical and legal standards such as the EU’s General Directive on Data Protection GDPR and the Health Insurance Portability and Accountability Act privacy rule of the U.S. In fact, releasing and sharing health data entails the risk of compromising the confidentiality of sensitive information and the privacy of the involved individuals. The main reason is the limited access to health data due to valid privacy concerns. Yet, these improvements are not yet fully realized. The application of machine learning to health data has the potential to predict and better tackle epidemics, improve quality of care, reduce healthcare costs and advance personalized treatments. One of the most promising fields where big data can be applied to make a change is healthcare. The possibilities are endless as the availability of massive data is inspiring people to explore many different and life changing applications. Examples of big data applications include enhanced business intelligence, personalized marketing and cost reduction planning. The goal is to inform on the best strategies to follow when generating and using synthetic data.īig data is profoundly changing the way organizations perform their businesses. Accordingly, this paper takes a new direction with investigating the effect of various data generation and usage settings on the quality of the generated data and its ensuing models. We adopt a recent mechanism for the calculation of propensity, which looks carefully into the choice of model for the propensity score calculation. We use two popular measures of synthetic data utility, propensity score and classification accuracy, to compare the different settings. Lastly, (iv) we investigate whether one utility measure (Propensity score) can predict the accuracy of the machine learning models generated from the synthetic data when employed in real life. Specifically, we investigate (i) the effect of data pre-processing on the utility of the synthetic data generated, (ii) whether tuning should be applied to the synthetic datasets when generating supervised machine learning models, and (iii) whether sharing preliminary machine learning results can improve the synthetic data models. This paper is concerned with evaluating the effect of various synthetic data generation and usage settings on the utility of the generated synthetic data and its derived models. Synthetic data is increasing in popularity with multiple synthetic data generators developed in the past decade, yet its utility is still a subject of research. It is considered a safe approach for the sharing of sensitive data as it generates an artificial dataset that contains no identifiable information. Preserve data veracity.Synthetic data provides a privacy protecting mechanism for the broad usage and sharing of healthcare data for secondary purposes. Scalable big data while employing data models derived from real data to Hence we developĪ tool, called Big Data Generator Suite (BDGS), to efficiently generate Of data and support specific big data systems such as Hadoop. To date, most existing techniques can only generate limited types To various new challenges about how we design generators efficiently and Keeping the important characteristics of raw data (Veracity). Specifically, big data generators need to generate scalable data (Volume) ofĭifferent types (Variety) under controllable generation rates (Velocity) while Authors: Zijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan Download PDF Abstract: Data generation is a key issue in big data benchmarking that aims to generateĪpplication-specific data sets to meet the 4V requirements of big data.
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12/31/2023 0 Comments Download hydra for macThese include, apart from classical data such as order times, quantities and status messages, simple quality data (yield. How to Install Hydra for PC or MAC: Initially, it's important to download either BlueStacks or Andy os for your PC considering the download link offered in the very beginning on this webpage. Broadly speaking, this refers to the collection of data generated during the processing of production orders and their operations.
12/31/2023 0 Comments Creature decksMoreover, for the first time since January 2017, no cards are banned in Standard anymore. With the release of Dominaria United, the oldest four sets ( Zendikar Rising, Kaldheim, Strixhaven, and Adventures in the Forgotten Realms) rotated out, giving rise to a fresh, unexplored format. Which brings me to the format for today's metagame roundup. This second round of Regional Championships, which qualifies players for the second Pro Tour in 2023, will feature the Standard format. So, RCQs held in that period do not qualify for the aforementioned Regional Championship in November or December but rather for the second round of Regional Championships, which will take place in the first quarter of 2023. This second qualifying round runs from Octothrough December 18, 2022. To find qualifier events around you in a variety of formats, you can use the store and event locator with the filter "Regional Championship Qualifier" (RCQ) and/or visit your regional organizer's website.Īfter this first qualifier season closes, qualifiers for the second round of Regional Championship start. If you aspire to earn an invitation to this first round of Regional Championships, then you can do so up to and including September 25. Top finishers at these Regional Championships will qualify for the first Pro Tour in 2023. Regional Championships for all eleven geographical regions will be held late November or early December, and their format is Pioneer. In the end, a Tron-fueled Walking Ballista carrying Basilisk Collar took it down for Munroe.Ĭongratulations to them and the other top finishers! The Top 4 players from both events earned an invitation to the Dreamhack Atlanta Magic Showdown on November 19-20, which is the Regional Championship for the United States. In the second tournament, the finals featured more Urza's Saga decks: Brady Munroe's Prison Tron versus Duo Yang's Jund. When two well-known players use it to crush the biggest Modern event of the subsequent weekend, then that's a clear sign that it's the real deal.Ĭongratulations to your winner of the Sat-Sun #MTG Modern $20K at #SCGCON Columbus.īrady Munroe ( have this, you earned it! Prison Tron with the win! /5OokRwQcAW Last week on Corbin Hosler's "The Week That Was", you could read how Jesse Robkin used the deck to take down the $5K RCQ at NRG Series St. Grinding Breach has been quickly cementing itself as a major player in Modern. Yet it's also perfectly capable of winning a fair game with its creatures, and it could even shave some of its combo pieces after sideboard if opponents overboard on artifact or graveyard hate. In the first tournament, both Corey Baumeister and Ross Merriam made the Top 4 with Grinding Breach, a combo deck that aims to repeatedly mill itself by sacrificing Mishra's Bauble to Grinding Station, which in turn allows you to recast the Mishra's Bauble via Underworld Breach, untap Grinding Station, and loop until you win the game with Thassa's Oracle. Congratulations on taking down the Fri-Sat #MTG Modern $20K at #SCGCON Columbus! 12/31/2023 0 Comments W101 the thinking rockIf I stacked 100 pieces of this paper, the resulting pile would only be 5 centimeters or 1.97 inches tall. I want to stress that this printer paper is the thinnest stuff that you can buy. Everests on top of each other, and it still wouldn’t be as tall as this stack of paper! It’s quite literally halfway to space! Put another way, you could stack 5 and a half Mt. That’s 4.3 times taller than the maximum height commercial planes fly at. If I were to assemble a stack of two billion pieces of the thinnest printer paper I could find, the resulting tower reaches 50 kilometers or 31.07 miles into the air. So, let’s make it a little more tangible. Written out, two billion is 2,000,000,000 – even after writing out all nine of those zeros, the concept is still abstract. The semantics of saying “two billion” obfuscates the magnitude of the number. Numbers at this magnitude are really hard to fathom. A short aside on size and the thinking rockĭepending on the device you’re reading this post on, your thinking rock has around one to two billion (or more) transistors stuffed inside it. Modern thinking rocks have fancy tricks to make these and other more advanced mathematical operations go faster, but essentially all a thinking rock does is very speedy addition all day. division is the count of subtracting the same number multiple times.subtraction is adding a negative number to a positive.multiplication is just adding the same number multiple times.These switches are combined in clever ways that, when powered by the aforementioned lightning (electricity), allow the rock to remember small amounts of information and to do addition. What is a thinking rock exactlyĪt its most basic level, a thinking rock is comprised of switches – called transistors – and wires that connect these switches together. If so, you’re in luck! Today we’re going to explore how the thinking rocks that power your computer are created. A cursory count puts the number of these rocks thinking on a daily basis north of a billion! With so many thinking rocks around, perhaps you’ve idly wondered how exactly a flattened rock stuffed chockfull of lightning gets made. Most people you know probably have at least one or two thinking rocks in their possession. You use a thinking rock to write a text, browse the internet, and play music. There are a lot of thinking rocks in use today. Not to oversimplify: first you have to flatten the rock and put lightning inside 3/4/17)Ī word of caution: if the rock thinks too hard it will become hot enough to boil 6/17/20) There is an excellent tuple of tweets by that go something like this:Ī CPU is literally a rock that we tricked into 3/4/17) 12/31/2023 0 Comments Snipnotes mac syncOpen multiple notes on iPad at the same time and use SnipNotes side-by-side with another app.Select multiple notes and move them into another category, merge, export or delete them in one go.You can also search your notes right from the home screen and with Siri The flexible search feature will highlight all matching text.You can organize notes in your own categories as well SnipNotes provides an inbox and an archive for your notes.Swipe left or right on a note to access these actions and more: Export a note into another app, copy it into your clipboard, pin the note to the top of your list and much more.Each content type is linked to a set of useful actions: For example, you can create a calendar event from a date, navigate to an address with Apple Maps or Google Maps and open internet links in a browser of your choice.SnipNotes can automatically recognize the contents of your note and provide relevant information, e.g.You can create notes, append text, search notes, and more Integrate SnipNotes with other apps using Shortcuts.Access your notes offline on all devices (including Apple Watch).Siri can open notes, read notes and show images to you.A wide selection of widgets let you view and open your notes right from the home screen or lock screen.Read, search and create notes on your Apple Watch.Save your current location at any time.Capture the contents of your clipboard automatically in split-screen on iPad or when launching the app.Save content from websites and other apps with Drag & Drop or the share sheet.Dictate notes in the app, with Siri, and on your Apple Watch.Create styled text notes with images and a variety of formatting options.Create reminders for your notes and protect them with a passcode or Touch ID / Face ID. Access your notes from anywhere with the versatile home screen widgets. Quickly add content from other apps with Drag & Drop or save your clipboard automatically. Capture new ideas with Siri, dictate your thoughts and create styled text notes with images. 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For my purposes, I need one that records through my iRig and through a USB mic hooked to my phone via an OTG cable. Some recorders on the market only record from the built-in front/rear mic of the phone. They tend to be omnidirectional, which causes a problem with coherence when there is too much background noise or reverb in a room. I don’t trust even the best of cell phone mics. So it’s important that my setup is flexible and can save as either mp3 (for direct upload of podcasts) or wav (to capture high-quality audio to be edited later). Even though high-quality mp3 works just fine for most interview scenarios, occasionally I am trying to capture material documentary-style. They are often recorded at low quality in a hyper-compressed format. Because of this, it drives me buggy hearing the quality of recording that comes out of most of the built-in voice recorder apps. Your Android device is basically a Linux computer under the surface. High-quality mp3 and uncompressed wav recording.A lot of opportunities get lost while setting up equipment. The interface needs to be simple enough to open the app and start recording right away. So when I sat down to research and test recording apps, I had some pretty intense criteria in mind. They should sound like you’re sitting down in the room and having a cup of tea with a guest, or on the street in the thick of the moment as things occur. I like the interviews for my shows to sound immersive and intimate. Here’s how to start a podcast on your phone. You don’t have to have lots of equipment, just ingenuity. How to Start a Podcast on Your Phone: Create Instant Content Anywhere 12/31/2023 0 Comments Basic math flash cardsDeveloped by lifelong math educator and consultant Gail Mills. These shapes use the exact same colors as my color flashcards too. A revolutionary flash card program for learning basic concepts of math and algebra. Feel free to cut off the word part and use the two separate pieces as a matching game for older students. Now you can play matching games with children as young as 2 years old!Įvery card includes the shape word in easy to read letters. Fixed Review mode to show answer properly and practice mode to hide answer properly as they were reversed. Best of all, absolutely free New in Version 1.2. Whichever basic learning skill your student or child. In the basic math edition, all of the tools to add, subtract, multiply and divide are included. Help children prepare for math quizzes, learn through trivia, or practice reading with flash cards. Teach basic colors, shapes, and basic matching skills with these FREE shape flashcards! The cards offer teachers the choice to make small or large flashcards! A great suggestion is to print the set twice at the same size and then cut out the shape part of one of the sets. Deluxe flash cards has come to your Windows Phone 7. The easier shapes are in simple colors, and the advanced shapes are in more difficult colors. This multisensory program helps children build a firm foundation in that area. These simple shape flashcards are easy to recognize and full of simple and advanced colors. This all begins at a young age as children learn basic addition and subtraction. Find addition, subtraction, multiplication and division flashcards, from basic math facts to 3-digit problems. The pack also contains each shape word written in easy to read bold lettering. Practice your math facts with these flashcards. Pack 1 comes with shapes that also correspond with the free color flashcards pack. 12/31/2023 0 Comments Get it done cleaning serviceMany employees will offer a deal for your first time when you sign a contract with them. Because pricing is based on many factors, Merry Maid asks you to contact them for an estimate. Merry Maids prices and services are completely individualized. Merry Maids brings their own products, including a line of supplies that are green-friendly and meet independently, established EPA guidelines. You may schedule as many cleaning sessions that fit your needs, including simply coming right before you’re having a party. So how does it work? They typically send the same person or group to your home so they get to know your house. Now, Merry Maids cleans more than 120,000 homes in the United States and Canada. Since then, it's become a massive franchise, with more than 500 corporate locations in North America. Merry Maids has been a go-to cleaning company for plenty of households since 1979. Cleaning prices vary depending on location. While their website and app are very useful, clients have complained that it’s difficult to get in touch with a real person in customer service if you have an issue. This company is incredibly easy to schedule, and you can do it all through their simple, easy-to-use website or app. Tidy is available in most major cities throughout the United States and will also service Airbnbs. Tidy will automatically estimate the time it will take to clean your home, and they will let you know in advance if they can accomplish getting everything in order. Just choose the date and time for your first cleaning, and fill out a form that will ask you a few questions, like how many bedrooms you have and how they will get into your home. Then, choose the length of time (four hours with one cleaner is the most popular, while four hours with two cleaners is the deepest clean), and they’ll get to work. With Tidy, it's simple: You create the to-do checklist for the cleaners, or you can choose a pre-made one. "You should hire them if you need to deep clean your upholstery, area rugs, wood floors, air ducts, or tiles." 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