It … helps you make better content in the future.” If you’re selling software, you need to make sure your video helps the viewer learn exactly what they need to be successful.įernando Silva, Account Executive for Wistia, emphasizes this need and suggests that we must “ a sense to what your audience is actually interested in and what they want to keep watching or maybe what doesn’t interest them. When you’re just starting out you want your audience to be as specific as possible.įocus your content on helping the viewer achieve their goals. It doesn’t matter if your video doesn’t work for other groups or other personas. Once you have a sense of your audience, you need to create content that matches your persona. Jeremy Vest, Director of Marketing for vidIQ, suggests that listening is critical because “if you don’t listen to your audience then…you’re not going to serve them very well.” However, it’s not all about just seeking what the viewer wants. YouTube Marketing Consultant Owen Video says, “The very first thing we do is run our clients through a questionnaire that helps them to get the biggest topics that the audience would be interested in.” Here’s advice from YouTube experts who have learned (from a lot of practice and work) what you need to define your audience. Experts’ TakeĪs you start looking at what your audience wants and needs, there are some things you can do to help you narrow your focus. The answers to these questions will guide you as you plan out and create your video. If you can’t answer these basic questions you need to dig deeper. Knowing general information is helpful, but think about your specific audience. Knowing your audience will guide nearly every decision you make about your video. Find your perfect audience for YouTubeīefore you start working on your first script or storyboard, you must answer this question: If you show up to YouTube looking to get something out of it, you probably won’t be very successful. You can be charismatic, funny, and smart - but if you don’t provide value, your videos are useless. It has very little with you as the creator. Want to know the best-kept secret about being successful on YouTube (or any other content platform)? Create a YouTube Video Strategy Choose the right topic (for the right audience) Learn the first YouTube video you should make Understand YouTube equipment for beginners Here’s everything, step-by-step, that you need to make a successful YouTube video: Download Camtasia to quickly and easily make your own YouTube videos.
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“It seemed like the whole thing could be done more efficiently and more effectively, and we could get tests to people who can't afford them.” “Me and a bunch of people I know have been buying these things piecemeal and paying too much for them,” says the Rapid Test Bloc founder, who asked to remain anonymous in the tradition of mutual aid blocs. It being Portland, we now have our own Rapid Test Bloc, dedicated to distributing rapid tests to those who need them. Enter Portland software developer Scott Krager, whose tracks 19 different tests for sale online, refreshing every sixty seconds to tell you where they’ve been restocked. But good luck finding one, unless you’re on very good terms with a think-ahead stockpiler. Īt-home rapid tests have been the go-to for many who can’t get an appointment or are contemplating an indoor, in-person meeting, particularly with someone high risk. The website says orders will usually ship in seven to 12 days. The locations below with the “RAPID COVID-19 TESTING” icon (pictured below) have the ability to offer rapid test results.The Biden administration has pledged to send free rapid tests to every home in the country, and on Tuesday rolled out the website where you can order four such tests per household at. The final determination will be made at the time of visit by the provider treating the patient. The above criteria is a generalization of patients who should expect to receive rapid COVID-19 testing and patients who should expect to receive specimen collection send-out COVID-19 testing at locations that offer both options. *Non-rapid patients would be eligible for a specimen collection send-out COVID-19 Test. High-risk event (e.g., concert, sporting event, protest, rally, etc.).Within a community with known transmission.Within Household or amongst family members.Patients who are not experiencing symptoms consistent with COVID-19. Individuals requiring a test for a medical or dental procedure. Return to Work Employees requiring a test.Asymptomatic First Responders/Healthcare, Critical Infrastructure, Public Safety & Congregate setting.Patients who present symptoms consistent with COVID-19.Patients who MAY be eligible for a Rapid COVID-19 Test: The efficiency of ID-NOW COVID-19 is helpful in not only allowing the patient to know their specific result, but the speed of the test allows healthcare professionals to make appropriate and more efficient treatment and infection control decisions.ĭue to limited supplies, at this time we are reserving these tests for patients who have met provider-determined criteria. If a patient is positive for COVID-19, a result will be known in as little as 5 minutes and if a patient is negative for COVID-19, a result will be known in as little as 13 minutes. This new test is groundbreaking in both its design and efficiency and allows patients to receive their results in under 15 minutes. NextCare and its family of brands has announced it will begin using the new Abbott ID-NOW technology to test for COVID-19. Look for the Curbside icon located on the location page to identify clinics that may offer Curbside care To access curbside care please contact the clinic prior to visiting. We recommend all patients book a time online at to help reduce your wait time at the clinic. If you do NOT present viral or COVID-19 symptoms, you will be asked to come into the clinic to complete your visit. Please note a variety of circumstances such as inclement weather, clinic utilization, staff availability and ultimately our Provider’s discretion will determine whether or not your visit is completed Curbside or in the clinic. Curbside Care allows our patients to practice social distancing and proper precautions while still being able to have their health needs evaluated. This will allow us to perform an evaluation and, should it be necessary, testing collections from the comfort and safety of your vehicle. We especially encourage patients experiencing COVID-19 or viral symptoms to utilize this service. With this in mind, we are now offering our Curbside Care program, which allows you to drive up, stay in your vehicle and let us come to you. At our clinics, patient safety is our number one priority. Tonia adds another strong foundation in atmospheric sciences and familiarity in the types of weather we experience, making her the perfect addition,” said Wes Wyatt, WBRC Chief Meteorologist. Lord has worked for eight years at WOWT, delivering hour-by-hour forecasts for morning viewers. She also serves as the editor of WBRCs Daily 6 Newsletter. WOWT 6 News has promoted Rusty Lord to be the new leader of its weather team. Additionally, he hosts Science Sunday a segment done in. an anchor/reporter for WREG-TV in Memphis, and WHNT-TV in Huntsville. Mark Dixon can be seen weekdays on Channel 3 Eyewitness News from 4:00 to 6:30 pm and at 11 pm. “It takes a team to deliver on our commitment to bring you the most comprehensive weather coverage. Catherine Patterson anchors the WBRC FOX6 News at 9, 9:30, and 10 pm Monday through Friday. You can watch him on News 10 at 5, 5:30, 6, 10 & 11 p.m. Your safety is his top concern, that’s why. Coming back to the southeast, where I was raised, is an honor,” Tonia said. The most trusted chief meteorologist in Central Florida, Tom Sorrells is dedicated to bringing you accurate weather reports for your neighborhood. “Coming here to Birmingham, Alabama is a pleasure after working so far from home. He co-anchors the 5, 6, and 11 oclock newscasts with Diane Larson. Her previous work experience includes time in the Pacific Northwest at KHQ Channel 6 News in Washington and time in the Southwest at KOB4 in New Mexico. Lee Conklin is an Emmy award-winning anchor and reporter whos been at 13abc for 28 years. Our team will never be the same, said a colleague of the Emmy-winning journalist. After graduating from the comprehensive meteorologist program, she attended Syracuse University for her master’s degree. Elise Finch, Beloved CBS New York Meteorologist, Dies Suddenly At 51. Tonia was born in Virginia and raised in Georgia before moving to Mississippi to attend Mississippi State University for her undergraduate degree. MSNBC, The Weather Channel and PIX 11 in New York City. He joined NBC 6 in February of 2017 as a meteorologist and climate change. (WBRC) - WBRC FOX6 News, the Gray Television station serving Central Alabama, announced today that Tonia Michele will join the WBRC FOX6 News team as a Meteorologist starting November 26, 2022. Steve MacLaughlin is an Emmy® Award winning meteorologist. Flexible customization of video metadata.Support a wide range of video and audio files.Free video tag editor for Windows and Mac.Video Metadata Editor Freeware - ExifTool If you are familiar with command lines, ExifTool is a good assistant to edit video file metadata. It's a professional metadata editor that supports a significant number of media formats. Everyone can get its installation package for free from its official website. ExifToolĮxifTool is a free and open source developed for writing, extracting, and editing meta info in videos, audios, and images. Hit the save button in the lower right corner. Click the button on the left corner to change the cover image if necessary. Update the metadata so that it'll appear in the media player or streaming device correctly. Choose the Edit feature, and you'll see many blanks where you are allowed to change the information. Get MyMeta on Windows store and install it on your computer. Can't edit properties like resolution, content rating, and more.Support for the Film and TV app on Windows has been removed.It costs the least among paid video metadata editors.Match metadata with search results automatically.And the best part of it is the built-in internet search engine that lets you find the latest info about the movie or TV episode. Meanwhile, it allows a quick preview of the video before tagging it. Since it's mainly made for movies and TS shows, it owns a special feature to change information about the producer, director, cast, and screenwriter. MyMeta is a popular metadata editor for MP4, MOV, and M4V files. Hit the Export button on the top bar to export the edited file. Input new information about the title, genre, copyright, recording date, and release date. Click the file cover to open its tag editing window. Launch this tag editor and click Open to load a media file to it. Buy MP4 Video & Audio Tag Editor from the Microsoft app store and install it on your PC. Link: Edit Video Metadata with MP4 Video & Audio Tag Editor Can't batch export videos with modified metadata.Can't edit the tag of MKV and AVI videos.Powerful search features to find video and audio files in the local library.Support MP4, and a list of audio formats.In addition to basic properties, this tag editor allows changing language tag, ID, lyrics, and episode. If you got a bunch of MP4 files, you can use MP4 Video & Audio Tag Editor to rename files in bulk, then modify other general information manually. Besides, you are enabled to change the video codec, format container, resolution, frame rate, and more with its video conversion feature.Īvailable on: Windows 10 (v4393.0 or higher)Īs the name suggests, you can use this app to edit the tag of MP4 and audio files. Thanks to its unappalled format compatibility, it can edit metadata, tag, and property of videos in 370+ formats, instead of being an exclusive MP4 tag editor or MKV metadata editor.Ĭhangeable metadata in VideoProc Converter includes file name, artists, genre, comment, media cover, comment, as well as album and lyrics in audio files. Though often taken as a video converting application, VideoProc Converter has baked in a free video metadata editor. Pricing: Free and paid versions are both available VideoProc ConverterĪvailable on: Windows 11, 10, 8, 7, Mac OS X Snow Leopard or higher They can help you modify the metadata of MP4, MKV, AVI, and MOV manually on Windows 10, 11, and Mac easily. If you found incorrect or outdated info in the video metadata, or you want a video to appear at the top of file search results on your computer, check the top 7 video metadata editors. Video metadata is used to help users organize or look up video files on a digital device. RAW formats, including MRW, RW2, PGF, EPS, and RAF - read-only mode.Video metadata refers to the information about a video file including the author, the file location, the date when it's created, and more. JPEG, TIFF, PNG, DNG, NEF, PEF, CR2, CRW, JP2, ORF, SRW, ARW, SR2, and PSD - reading, editing, and creating metadata. Edit, create EXIF and IPTC data from the command line. Edit, create EXIF and IPTC data for batches of images Import/export EXIF and IPTC from/to a single file Import/export EXIF and IPTC from/to several separate files RAW formats, including MRW, RW2, PGF, EPS, and RAF - read-only mode.( Edit, create, and view EXIF and other metadata data for batch of files at once.)īatch Exif Plug-in adds to Exif Pilot the following features: Supported file-formats: JPEG, TIFF, PNG, DNG, NEF, PEF, CR2, CRW, JP2, ORF, SRW, ARW, SR2, and PSD - reading, editing, and creating metadata. Batch Exif Plug-in adds to Exif Pilot the features edit, create EXIF/IPTC data for batches of images and from the command line. For a lot of us, that means simple no-bake cookies, so we’ve included a few of those too.įor more sweet treats perfect for any celebration, check out our top layer cakes, our best truffles, and our favorite dessert bars too. There’s no better way to impress someone by making them treats they remember from childhood. In a large bowl, combine flour, bicarbonate of soda, ginger, cinnamon, allspice and salt. Or do you like stuffing candy into your cookies, like chocolate kisses into your snowballs or Reeses cups or Andes mints instead of chocolate chips? Are you into sneaking dried or fresh fruit into your cookies, like in our cherry chocolate chip cookies or our oatmeal cranberry white chocolate cookies? Perhaps you’re all about tradition and like making cookies specific to your (or someone you love’s) heritage, like our hamantaschen, ma'amoul, bizcochitos, or alfajores. Maybe you’re into the spins on the classics, like our potato chip cookies or our crème brûlée sugar cookies. It’s our favorite part about baking, trying out different recipes and landing on the ones you’ll make again and again. We know which are our favorites (like our amaretti cookies or Lofthouse sugar cookies), but you’ll have to find your own. Form the dough into a ball, divide the ball in half, and flatten each half into a 1-inch-thick disk. Gradually add the dry ingredients to the wet ingredients, mixing after each addition. We’ve got lots of options for those here. In a medium bowl, whisk together the flour, cinnamon, ginger, baking soda, salt, and cloves. Gingerbread Cookie Recipes Soft Gingerbread Cookies 3.8 (241) 212 Reviews 20 Photos This gingerbread cookie recipe is filled with warm spices. We’re talking chocolate chip, sugar, oatmeal, peanut butter, snowballs… you get the idea. When it comes to cookies, there’s some classic recipes everyone recognizes. confectioners' sugar 1 large egg white 1 tsp. From birthdays to bake sales, holiday cookie exchanges, or just something sweet to enjoy at home, get inspired to bake with these 95 easy cookie recipes. Whether you're a traditionalist or like to mix it up, are a master baker or are a novice in the kitchen, we’ve got recipes for you. There are SO many amazing recipes for them out there, and life’s too short to not try and make them all. Though we try not to play favorites when it comes to desserts, we’ll always have a soft spot for cookies. Whether it's a housewarming gift or a special occasion, an IKEA gift card is a convenient and thoughtful choice. In denominations ranging from $5 to $1,000, gift cards provide flexibility and allow your loved ones to choose their favorite chairs, dressers, faucets, silverware, sheets, and more.īuy a card online, select the amount, attach a personalized gift message, and deliver it instantly to your recipient’s email address. The Gift of a Cozy HomeĪn IKEA digital gift card makes for the perfect gift. Visit the website and contact the customer support team to inquire about your products’ warranty policies and to initiate a claim. Warranties on items like gaming chairs, gaming desks, appliances, and hardware range in coverage from 3 to 25 years. Bathroom, bedroom, wardrobe, chair, and desk products have 10-year defect coverage. Get peace of mind, protect your investment, and ensure the durability of your purchases. Rest easy knowing IKEA products come with limited warranties. Apply for the card today, and start shopping like a pro! IKEA Has Your Back Cardholders also get 1% back on all other purchases and a 25% welcome discount. With the IKEA Family card, you can earn 5% back on IKEA and TaskRabbit purchases. Enjoy interest-free financing for up to 24 months when you pay for a larger purchase with your Projekt card. With the IKEA Visa and Projekt credit cards, pay your way with many benefits. Take advantage of the credit card discounts available at IKEA. Create shopping lists to ensure you don't miss any essentials, and get notified when items restock. The app provides personalized feeds, allowing you to discover relevant deals and products that fit your interests, schemes, and color palette.īrowse the full collection, redeem IKEA coupon codes, and submit orders directly from your phone. Make your shopping experience even more convenient with the IKEA app. Maximize your savings while furnishing your home with quality products. Being a member affords you a 90-day price drop protection, refunding the difference if an item’s price reduces. Get a free cup of coffee or tea every time you shop in-store. You'll also gain access to special deals, including discounts on shipping costs and being the first to hear about new IKEA promo codes. You'll receive a 5% discount on all furniture and decor in-store as a member. Join the IKEA Family program and enjoy a host of benefits. If you like what you see, print out the quote form and bring it to a store along with your item to receive an IKEA refund card. Submit details about your furniture and its condition in the estimation form for a quote. To start, sign up for a free IKEA Family account. Declutter your space and contribute to a more sustainable lifestyle. In return, you'll receive a store credit for something new. Sell your used furniture back to IKEA through the Buy Back program. This is also the perfect time to pick up discounted holiday decor, replacement kitchen essentials, or a few toys for the kids. Past sales featured huge discounts on big-ticket items like mattresses or cribs and gift card rewards on select purchases. Just get your merchandise, photo ID, online order confirmation, and the card you purchased with, and they will take care of the rest! IKEA Black FridayĪn entire week of deals is right around the corner with the IKEA Black Friday sale, affectionately known as Black Fri-Week! You know and love IKEA for its beautiful furniture that won’t break the bank, and while they’re already on the more affordable side, exciting in-store and online offers are on their way. Refunds will be made to your original form of payment and are free when you bring your items to any IKEA store. It’s okay to change your mind IKEA wants to make your life easier and allows you to return unwanted items within 365 days if you aren’t delighted. They will notify you when your order is ready for pick up- it’s that simple! Find your perfect IKEA dresser, desk, futon, TV stand, and everything else comfortably at home, and take advantage of an IKEA coupon code or IKEA discount code to get the best of online savings and in-store pickup. Buy online and pick up in-store at a time that’s convenient for you! Shop, add products to your shopping cart, and at checkout, select "Collect at store" to find a participating store near you. Strong GDP is being bolstered by a boom in factory construction and investment stemming from huge pieces of subsidy- and tax credit-heavy legislation passed during the first half of the Biden administration, including the Inflation Reduction Act, the CHIPS Act, and the Infrastructure Investment and Jobs Act. Up to date Regal Restaurant menu and prices, including breakfast, dinner, kids meal and more. The service is designed to be user-friendly and accessible to everyone, with a simple and intuitive interface that allows you to search for menus and prices by location, cuisine. “2.4 percent growth in value added for non-farm business, coupled with near flat index for aggregate hours and drop in self-employment implies strong productivity growth in ,” economist Dean Baker with the Center for Economic and Policy Research wrote online. Quick menu prices provide a comprehensive database of menus and prices for thousands of restaurants, making it easy to find what you’re looking for in seconds. Nothing beats fresh produce, so why continue to pay high supermarket prices for inferior tomatoes. Workers are getting more productiveĮven as the Fed has raised interest rates to try to take the wind out of a growing labor market to tame inflation, the latest numbers imply that workers are actually getting more productive. Try it with ham and bacon its a beast and typically cost less than 8 very. The core inflation metric removes the more volatile categories of food and energy prices, which are subject to factors like the weather and geopolitical pressures. Latest reviews, photos and ratings for Mr. If you havent been to a Mr Quick, you need to' - Brian Shipaila via Google 'They rolled out the red carpet for. “Core” PCE inflation - a statistic the Fed pays special attention to - also slowed down considerably, falling to 3.8 percent from 4.9 percent in the first quarter. exquisite peanut butter shake was out of this world. If you don't already have a Steinberg Shop account, you can create one during the checkout process.Īlso, make sure that you have Steinberg eLicenser Control Center installed on the computer where you plan to run Cubase 12, and that the Cubase license you plan to upgrade is available. You only use the Steinberg Shop for eCommerce transactions (paying for new purchases, updates, or upgrades), while you use your Steinberg ID for everything else (downloads, activation, forums). If you use different passwords for the two sites (like I do), make sure you have both. Your Steinberg shop account is separate from your Steinberg ID/MySteinberg account. If you have ever used the Steinberg Shop before, you will want those credentials on-hand as well. You can confirm your credentials by logging into the Steinberg Sign In page. Have your Steinberg ID credentials handy, because you will be logging in to various Steinberg sites and apps along the way. Prices vary depending on the product you're updating/upgrading from- if you are a long-time customer you might have multiple possible choices, so be sure to review all your options. In Steinberg's terminology, an "update" is when you move from an older version number to the latest version (in our example, 7.5 to 12), and an "upgrade" is when you move from a limited flavor of Cubase to a more full-featured one (for example, upgrading from Cubase Elements to Cubase Pro). Several Steinberg products sometimes come in different flavors (Pro, Artist, Elements, AI, LE) as well as different versions (1-12). I hope to clear up some of this confusion with my complete walkthrough of the update/upgrade process. This is partly because Steinberg is transitioning from their controversial USB eLicensers to their new Steinberg Licensing copy protection scheme, and partly because the update process is complex, involving many steps across a number of apps and web pages. Additional system requirements: Internet connection for installation and activation, ASIO-comp.Ever since Cubase 12 launched, every Cubase-related message board and Facebook group I visit is full of owners of prior Cubase versions struggling to update their rigs to version 12.Delivery form: Box without data carrier.Requirements: Registered Steinberg Cubase AI 12.Note: Software licence without data carrier, download required - no installation media included. Language support: English, German, French, Japanese, Spanish, Italian, Chinese, Portuguese, Russian.HiDPI support for high-resolution screens.Steinberg Licensing allows activation without eLicenser.Support for Music XML, AAF and OMF files.Features Logical, Key, Note, List and Drum Editors as well as MPE support and professional functions for score layout and score printing.Numerous tools such as Project Browser, track archives, chord track, chord pads, tempo and time signature track, time warp, track version, note expressions, expression maps and sampler track.Comping function and audio warp with quantisation.Pitch shifting and time stretching in real time.Numerous metering options with volume display.Control room function for setting up and controlling studio monitors and cue mixes.Customisable MixConsole with its own history, snapshots, direct routing, up to three windows and integrated channel strip.Four virtual instruments with over 3000 sounds including Verve piano, 18 MIDI and 81 audio effects including Raiser Limiter.Phase-coherent AudioWarp function with direct editing in the Project window.Audio-to-MIDI chord recognition with drag and drop support.Audio engine with 64-bit floating-point processing and up to 192 kHz sample rate.Up to 16 insert effects per channel and up to 64 track-independent VST instruments. Unlimited number of audio, MIDI and instrument tracks, 256 group channels, 8 send and 64 return channels.Classic sequencer software and audio workstation for professional studio applications and post-production, for composing and arranging as well as sophisticated home recording.Upgrade version: Requires a registered license of Steinberg Cubase AI 12! Upgrade from Steinberg Cubase AI 12 to Cubase Pro 12 I'm not a programmer but I'd like to add the ability to use telnet to my Mac so I can access a MOO that I used way back in the early 1990s. That’s it, Apache is now set up and running with PHP enabled.Not sure, see Description Description of issue You can check PHP is running by adding to a. Restart Apache: brew services restart httpd LoadModule php_module /usr/local/opt/ /lib/httpd/modules/libphp.so In the /usr/local/etc/httpd/nf file add in required module – example uses PHP 8. usr/local/var/log/httpd/access_log Getting PHP Workingįollow this Homebrew PHP guide to download your required PHP versions. To check any Apache errors or access you can find its log files: /usr/local/var/log/httpd/error_log Now the webroot is /Users/ shortusername/Sites/ just add a index.html file there and view file via localhost/index.html in your browser Apache Log File # AllowOverride FileInfo AuthConfig Limitįind: #ServerName Change: ServerName localhostįind and uncomment: LoadModule rewrite_module lib/httpd/modules/mod_rewrite.so # It can be "All", "None", or any combination of the keywords: # AllowOverride controls what directives may be placed in. In the /usr/local/etc/httpd/nf file, find: DocumentRoot "/usr/local/var/www"Ĭhange to: DocumentRoot /Users/ shortusername/SitesĬhange the shortusername to the one on your macOS account Make that folder before you set up the configuration changes below Once you make the Sites folder you will notice that it has a unique icon which is a throwback from a few versions older. You need to make a “ Sites” folder at the root level of your account and then it will work. This makes sense to set up as a document root as it is logical and easily accessible. Previously in macOS the web root directory which is missing by default is the ‘ ~/Sites’ folder in the User account. brew services restart httpd Changing the document root to be the old sites folder Restart Apache and web files will now be served over the default port 80. Next is to change the port numbers from 8080 to 80 nano /usr/local/etc/httpd/nf Restart the computer and try the location test again. If you are getting the default macOS location of /usr/sbin/httpd: /usr/sbin/httpd Homebrew location is: /usr/local/bin/httpd Test the location of Apache/httpd which httpd The other 2 commands to stop or Restart Apache are: brew services stop httpdīy default the Apache Homebrew package is listening on Port 80, test by issuing: sudo lsof -i:8080 Set Apache to auto-start now and on computer restart: brew services start httpd Or, if you don't want/need a background service you can just run: To have launchd start httpd now and restart at login: usr/local/etc/httpd/extra/nf to 8443 so that httpd can run without sudo. The default ports have been set in /usr/local/etc/httpd/nf to 8080 and in Install Apache which is known as the package name ‘httpd’: brew install httpdįinal command line output should be: DocumentRoot is /usr/local/var/www. That will unload the start up daemon and make the builtin macOS Apache incapacitated, test by issuing the previous command: sudo lsof -i:80 Installing Apache with Homebrewįirst make sure you have Homebrew set up and ready to go. Stop Apache running on computer restart by issuing: sudo launchctl unload -w /System/Library/LaunchDaemons/ This tells us that indeed httpd/Apache is running, no output would mean it’s not running. Output you may get back would be: COMMAND PID USER FD TYPE DEVICE SIZE/OFF NODE NAME You can test if Apache is running by issuing this command, which is checking Port 80: sudo lsof -i:80 or 2.4.48 Remove built-in Apache in macOS For MySQL/MariaDB you can either also install from Homebrew or as a standalone package.įirst thing to do would be to remove the builtin Apache version of which in macOS Monterey Big Sur is Apache/2.4.46. In this guide we look to add both MySQL and PHP and structure the workflow to use the User Sites folder as the document root. MacOS use to ship with both MySQL & PHP, but now since macOS Monterey, PHP has also been deprecated. Eventhough Apache ships with macOS, a better maintained version would be coming from Homebrew, also Apple is making noises about not supporting legacy software like PHP so in the future this may be more of a compulsory option. Transfer learning is often used as a synonym for fine-tuning, although that's not always the case. To conclude, in the context of machine learning, meta-learning usually refers to learning something that you usually don't learn in the standard problem or, as the definition of meta above suggests, to perform "higher-order" learning. If you read the paper, which I did a long time ago, you will understand that they are talking about a higher-order MDP. For example, in the paper Metacontrol for Adaptive Imagination-Based Optimization, they even formalize the concept of a meta-Markov decision process. The concept of meta-learning is also common in reinforcement learning. If you also want to learn the hyperparameters, then you will, in this sense, learn how to learn. So, in this case, training the neural network is the task of "learning". So, in this usual case, you will train a network (learn), but you will not know that the hyperparameters that you set are the most appropriate ones. the learning rate), the number of layers, etc. To do that, usually, you manually specify the optimizer, its parameters (e.g. In fact, the meaning of the word "meta" in meta-learning isĭenoting something of a higher or second-order kindįor example, in the context of training a neural network, you want to find a neural network that approximates a certain function (which is represented by the dataset). the hyperparameters), where learning is roughly a synonym for optimization. the one in the MAML paper and also described in this answer), which may not be completely consistent across sources, meta-learning is about learning to learn or learning something that you usually don't directly learn (e.g. Roughly speaking, although you can have formal definitions (e.g. In fact, I think I had already roughly read some of the cited research papers (e.g. However, in this case, although it may sound confusing to you, all of the current descriptions on this page (in your question and the other answers) don't seem inconsistent with my knowledge. For example, some may say that multi-task learning is a sub-category of transfer learning, others may not think so.įirst of all, I would like to say that it is possible that these terms are used inconsistently, given that at least transfer learning, AFAIK, is a relatively new expression, so, the general trick is to take terminology, notation and definitions with a grain of salt. I also found a similar question, but the answers seem not to agree with each other. People also use terms like "meta-transfer learning", which makes me think both types of learning have a strong connection with each other. I understand that there is a lot more to discuss, but, broadly speaking, I do not see so much difference between the two. It goes the same with transfer learning, as it may reuse partially a trained network to solve related tasks. Meta-learning is said to be "model agnostic", yet it uses metadata (hyperparameters or weights) from previously learned tasks. The comparisons still confuse me as both seem to share a lot of similarities in terms of reusability. Tasks and makes use of it to boost learning in a related target task. The same learning approach in Machine Learning, transfer learningĬomprises methods to transfer past experience of one or more source The new problem that we try to solve is similar to a few of our pastĮxperiences, it becomes easier for us. Task in the future but learning completely new tasks, too. We make use of our past experience for not only repeating the same Models are designed to accomplish a single task. In practice, most of the time, machine learning Using the experience gained by solving predecessor problems which are Transfer learning aims at improving the process of learning new tasks Make a better decision of chosen learning algorithm(s) to solve the The meta data includes properties about theĪlgorithm used, learning task itself etc. Meta learning is a part of machine learning theory in which someĪlgorithms are applied on meta data about the case to improve a I have read 2 articles on Quora and TowardDataScience. What are the differences between meta-learning and transfer learning? |
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