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![]() We will guide you through a selection of important topics in machine learning for NLP. ![]() This dataset is called the training data, and machine learning algorithms train on. What exactly makes deep learning so adequate for these intricate analysis tasks, in particular language processing? This chapter presents some of the background necessary for answering this question. Machine learning make predictions by generalizing over examples in a dataset. ![]() Current deep learning-based natural language processing (NLP) outperforms all pre-existing approaches with a large margin. For an increasing amount of deep learning algorithms, better-than-human (human-parity or superhuman) performance has been reported: for instance, speech recognition in noisy conditions, and medical diagnosis based on images. Introduction Natural Language Processing (NLP) is one of the hottest areas of artificial intelligence (AI) thanks to applications like text generators that compose coherent essays, chatbots that fool people into thinking they’re sentient, and text-to-image programs that produce photorealistic images of anything you can describe. Results have consistently redefined the state-of-the-art for a plethora of data analysis tasks in a variety of domains. Deep learning has emerged in the last decade as the vehicle of the latest wave in AI. This book addresses the application of recent and cutting-edge deep learning techniques to automated language analysis. Edurekas Artificial Intelligence Course is well researched amalgamation of Natural Language Processing and Deep Learning, specifically designed for. Before deep learning, NLP primarily relied on the Bag of Words approach using models like Naive Bayes, Logistic Regression, SVM, and so on to classify text inputs. AI is an umbrella term for machines that can simulate human intelligence. Language comes naturally to humans, but is traditionally hard to grasp for computers. How Attention Mechanism was Introduced in Deep Learning. In the last five years, deep learning has revolutionized the field of NLP and improved the performance of different NLP-based tasks. The first thing to know is that NLP and machine learning are both subsets of Artificial Intelligence. ![]() ![]() ![]() Our potato casserole pairs so well with tons of other dishes. Remove foil, add remaining cheese and chips and continue to bake (uncovered) for an additional 30 minutes. When ready to bake, place frozen, covered casserole in the oven and bake for 1 hour. Keep the same skillet over medium heat and add the remaining 2 tablespoons of butter, garlic, red chili pepper flakes, and fresh herbs. Transfer sauteed potatoes to a plate and set aside. ![]() ![]() Tightly wrap with foil and place in the freezer. Cook for about 4 minutes, stir and cook an additional 4-5 minutes until potatoes wedges are golden and fork-tender. Prepare potato casserole as instructed without adding the topping. Place 1 cup whole milk, 1 cup sour cream, 3 tablespoons all-purpose flour, 1 tablespoon Dijon mustard, 1 teaspoon kosher salt, and 1/2 teaspoon garlic powder in a 6-quart or larger slow cooker and whisk until combined. Shred 8 ounces sharp cheddar cheese (about 2 cups). If water has pooled to the top of the potato casserole, carefully drain it off and give the filling a gently stir before topping with remaining shredded cheese and potato chips. Finely dice 1 medium yellow onion (1 cup). When ready to bake simply add the topping and then follow the recipe instructions for baking. Tightly wrap with aluminum foil and store in the refrigerator for up to three days. These potato wedges are generously seasoned with Parmesan cheese, garlic powder, onion powder, salt, and pepper and baked for a perfectly crispy fry with a tender inside. Prepare casserole as instructed, but skip the topping. If you prefer potato wedges to classic French fries, this 30-minute recipe is for you. Make Ahead and Freezing Instructions Make Ahead You can replace the kettle chips with regular potato chips or even panko breadcrumbs.If you don’t have frozen diced potatoes, you can also use frozen, shredded hash brown potatoes.If you don’t have sour cream you can replace it with softened cream cheese or some whipped cottage cheese (for a smooth texture).If you’re making our homemade condensed soup recipe, just swap the flour out for a gluten-free flour. Add Potatoes O’Brien to above mixture and stir well to combine. In a large bowl combine sour cream, mushroom soup and melted butter. Meanwhile, combine soup, milk, pepper and garlic powder in a bowl. Directions: Preheat oven to 350 degrees Fahrenheit. During the last minute, add sliced onions to the water. Just make sure the condensed soup you’re using is gluten-free. Wash potatoes and slice ¼ thick (no need to peel). While our recipe is not gluten-free it can very easily be made gluten-free. 1 pound of ground beef 1 bunch of green onions, chopped 3 tbsp. Is Our Recipe for Cheesy Potato Casserole Gluten-Free? **Full recipe (with specific ingredient amounts) can be found in at the bottom of the recipe card in the notes section!** Tools You Will Need Whisk together the remaining ingredients and stir into the stock. ![]() ![]() Quickly insert the words, dialogues, or documents in iTranslate to have them properly translated to your default or customized target languages. Thus, allowing all Android users to make the most of its features, no matter where they’re from and what they speak. Support up to 100 different languagesĪnd speaking of which, the app currently supports up to 100+ different languages from many countries across the world. Feel free to use it to translate any foreign languages into your natives, making it super easy for you to be comprehensible. Make use of the accessible translation menus and quickly execute your commands. To start with, Android users in iTranslate can quickly work with the intuitive and accessible mobile application, which features a user-friendly UI and many useful settings. Here are all the exciting features that the app has to offer: Simple and easy to use And like other Android apps, your devices should be running at the latest firmware versions to enable the compatible and stable application. So make sure to consider the requests upon entering the app for the first time. But if you wish to make the most of its features, there will be certain in-app purchases that you need to unlock with real money.Īlso, don’t forget to provide the app with certain access permissions, which are needed to enable many of its features on your devices. Simply download and have the app automatically installed without having to pay anything. All of which will let you make the most of the digital translator app.įor those of you who are interested, you can now enjoy the useful application of iTranslate for free, thanks to the available app on the Google Play Store. Explore the useful dictionary with clear explanations of the words, relatable examples, and the useful thesaurus. Use the app to translate up to 100 different languages. These should allow you to quickly translate the certain content without any troubles.Īlso, you can make use of the useful translation results, which feature accurate pronunciations in different dialects or between male and female speakers. iTranslate even supports the OCR feature, which let the app read menus, signs, and physical documents using the built-in camera on your device. Or you can use the voice input option on your Android devices to translate certain words that you only know to spell. Feel free to enjoy it in many different features, as the app helps to remove any language barriers in their various forms.Ĭhoose to translate certain languages in text by inserting the words into the built-in translator interface in the app. So basically, with the app available on your mobile devices, Android users will have themselves a fully functional and extremely convenient translator app, which can be easily accessed on the go. Learn more about this interesting application of iTranslate and all of its features with our comprehensive reviews. Feel free to go anywhere across the world without getting limited by the languages barriers. ![]() Explore the huge collection of available languages in the app, which allow you to freely explore their vast applications. And speaking of which, with iTranslate, you can easily translate whatever languages from the country that you’re in, no matter if they’re in text forms or from conversations.Įnjoy working with the free translator, transliterator, and dictionary app, which provide its simple and interactive tools for you to freely alleviate any content to your preferred languages. If you often find yourself traveling, especially to a country which you don’t speak their languages, then it’s always good to have a proper translation app to work the communication jobs for you. Enjoy the free and unlocked app with our mod.Engage in conversations with Voice-to-Voice translation.OCR translation for more convenient uses.Useful feature to further study the languages.Full dictionary and thesaurus explanations. ![]() ![]() Reapply sunscreen regularly.Īnd a conflict-of-interest statement: all of these products were given to me as PR samples, or as part of a sponsorship. Limit sun exposure and use protective clothing, hats and eye wear. Mandatory AU sunscreen statement: Always read the label and follow the directions for use. My sunscreen questions post also has a lot more on how to use sunscreens. Make sure you read the label for specific instructions for any sunscreen. Related post: How to Choose UV Protective ClothingĪnd for all of these you want to be applying around ¼ teaspoon for your face, ½ teaspoon for face, neck and ears. ![]() ![]() Related post: Do Hats and Umbrellas Protect Well From the Sun? (with video) Even if you try really hard, you’re probably not getting a perfect layer of sunscreen, so if you have a few other types of protection, you’ll still probably get good protection overall – your swiss cheese holes are unlikely to line up. It’s also good to avoid roasting in the sun even with sunscreen on, and to layer your protection – for example, use sun protective clothing, hats and sunglasses. For moist activities, you probably want to look for a water resistant sunscreen instead. ![]() Things work differently here: we ride kangaroos (in pairs, because public transport), there was an emu war…įor those of you overseas interested in Australian sunscreens, Chemist Warehouse ship internationally and stock most of these.ĭifferent sunscreens are also formulated for different purposes – for example, most popular Asian sunscreens are only meant for going to the office, so they might not hold up to dancing in the rain or eating a really spicy laksa. I also like sunscreens that are formulated to sit nicely and not bunch up under makeup and make me look like I have face dandruff.Īlso I’m Australian, but the vast majority of you watching this are not, so I’ll be talking about products that are and aren’t approved as proper therapeutic sunscreens in Australia. The ones that are will have a listing number in the format AUST L 000000.Īdditionally for Australian sunscreens, SPF 50+ actually means above SPF 60, whereas it means above SPF 50 in the rest of the world. I prefer products with newer filters because they usually feel lighter. I like high UVA protection because of my hyperpigmentation, which is genetic – my dad is basically a giant mole ( I have a post on UVA if you want to read up more on that). My skin tone is NC20 – if your skin is dark, look at reviews from people with a similar skin tone to check that it won’t show up on you. White cast is a problem with a lot of sunscreens. ![]() It also talks about how to choose and use products including sunscreen. If you’re not sure about your skin type and conditions, The Lab Muffin Guide to Basic Skincare eBook can help you out. I have oily to normal skin, it’s prone to clogged pores (especially with sunscreens), dehydration and hyperpigmentation. It’s a good idea to check out recommendations from people with similar skin to you, because you’ll probably like similar formulas. Everyone has different likes and dislikes, so don’t assume you’ll like all of these. First a bunch of disclaimers, because I do not have the self confidence to give my opinion without them. ![]() ![]() ![]() pn pn port number of tftp/sftp server (default 69/22) Valid activation key index number from keycfg listing Password for SFTP server with activation key to add ![]() User name for SFTP server with activation key to add Valid port number for TFTP/SFTP server (default 69/22) Port number for TFTP/SFTP server with activation key to add ![]() IP address of TFTP server with activation key to add Values for the -ip, -pn, -u, -pw, and -f command options The following table is a multi-row three column table consisting of the options, option descriptions, and associated values for the options. The keycfg command has several options for managing activation keys, as shown in the following table: Only the first key of a given type will be deleted when deleting by type. New activation keys can be added through file transfer, and old keys can be deleted by specifying their index number or type. When run without any options, keycfg will display a list of installed activation keys, including their index number, type, expiration date, number of remaining uses, status, and description. Activation keys enable access to optional IMM (Integrated Management Module) functionality. The keycfg command is used to manage activation keys in Lenovo’s ThinkSystem XClarity Controller. Note: If the activation key is not valid, an error window will appear. The Success window indicates that the activation key is installed. To finish adding the key, click OK, in the Add Activation Key window, or click Cancel to stop the installation. In the Add a new license window, click Browse then, select the activation key file to add in the File Upload window and click Open to add the file or click Cancel to stop the installation.Go to the “BMC Configuration” tab and click on the “License” subtab.Log in to the XClarity Controller web interface or use the XClarity Controller CLI.Obtain the activation key file and transfer it to the system where you will be logging in to the XClarity Controller.Make sure that you have received the authorization code for the activation key via email or mail.Click here to order an activation key for the Advanced version of the XClarity Controller.Be sure to carefully review the documentation and follow best practices to ensure a smooth upgrade process. To upgrade, might sound like a tedious task, but in reality it is quite easy.Īll you need is to have have the necessary licenses and software updates and then, follow the upgrade instructions provided by Lenovo.Īfter upgrading, you will have access to advanced features such as remote console and virtual media, firmware updates, and integration with third-party management tools. Upgrading Lenovo ThinkSystem XClarity Controller from Standard to Advanced can provide additional features and capabilities to help optimize and manage your data center infrastructure. Lenovo ThinkSystem XClarity Controller from Standard to Advanced ![]() ![]() ![]() ![]() Are BMI and body fat percentage the same? If you are male, 20% typically means you are just on a healthy BMI (around 25). If your percentage is in this range – you are doing well. Research published in the AJCN shows the range of body fat percentages where BMI is in the ideal range (18.5 to 24.9). This depends on your age, as body composition changes as you age. While she experienced some weight loss, she effectively achieved body recomposition.Body fat percentage is a better indicator of fitness and health. She started at 147 and weighed 132 at the end. In 6 months after reading The Macro Solution, she lost 12 to 15 pounds and gained muscle definition.īecause she still had a lot of muscle, she thought she had lost 5 to 7 pounds. She was obsessive and unhappy when it came to food. Like most, Abby thought this was what she needed to do to trim up. She was working out 5 to 6 days a week, burning 600 to 1200 calories, and consuming about 1300–1400 calories with minimal carb intake. Here’s the story of Abby*, one of our clients who purchased the Macro Solution.īefore counting her macros, she used to train day in and day out. It took consistency and commitment, but many ( with the help of Coach Ted) achieved what they wanted. We have many clients who have successfully achieved a recomp. Those who have lifted weights for a long time will arguably find the results less satisfactory than beginners.Ĭardio’s effects on body recomp vary depending on the method, frequency, and duration of the exercise used.Īim for no more than 60 minutes a week. While research suggests body recomposition is feasible, most studies were done on overweight or obese people with little to no weightlifting expertise. What are the biggest mistakes people make when trying to achieve body recomposition? ![]() 95 g of protein per pound of body weight (~2 g / kg). The body recomposition calculator will suggest the best protein levels for you. It appears that increasing protein intake while maintaining caloric intake near maintenance levels is sufficient to produce the desired results (Antonio, 2014). How much protein should I consume for recomp?Ī 2014 study found that after eight weeks, there were no significant differences in body composition between a high protein group and a control group, even though the high protein group ate nearly 800 more calories per day. Maintaining or building muscle can be difficult on a low-calorie diet because of a hormonal imbalance (Sumithran, 2011, Barakat, 2020 ).Īfter determining your daily caloric intake, you must focus on macronutrients, specifically protein. How many calories should I cut for a body recomposition?īody recomposition is not about calorie restriction but maintaining the correct amount of calories to fuel exercise.Įat too little, and there will be no muscle building. It will factor in your exercise activity and point you towards a macros-based diet to achieve optimal results.How much carb, protein, and fat to eat (daily and at each meal).Head to the macro calculator to get your personalized settings for macros and calories. Is cutting a better option for you?Ī typical cutting diet is easier to achieve than a body recomp. Take skinfold measurements with fat calipers.Īfter eight weeks, you should start to see results. ![]() ![]() “We know more or less the basic dimensions we’re working within for an espresso machine,” says Jason Prefontaine, Slayer’s Founder and CEO. My next question was how Slayer begins designing a product. Why not make the entire show more memorable… even addictive?” An espresso machine should go that extra mile to set a beautiful stage, with intentional prop heights, dimensions, curves and ergonomics that only enhance the benefits of genuine communication while appealing to the senses. Slayer believes the machine on top of the counter doesn’t have to be a cookie-cutter square box rumbling, hissing, and dripping out brown water. “We consider the barista a performer and the guest as the VIP box seat guest. Coffee service equipment should be mindful of workflow needs, streamlining and aiding in the production of hand-crafted, delicious beverages.” “It is here that we work from the serving side across the aisle to our guests and loved ones. “Whether in a home or in a café, the countertop area per square inch is prime real estate,” says Sarah Dooley, the company’s Customer Success Director. The combination of striking designs and quality products soon drew attention.Īs Lead Designer Chris Flechtner says, “My goal is to design products that are heirlooms, prized possessions that are not considered disposable… This requires design that’s not dated where integrity and authenticity of the chosen materials and finishes is respected.” Around a decade ago, their bold and high-tech machines entered the third wave market. One of the newer kids on the block is Seattle-based Slayer. As a result, the mid-range, not falling into these two categories, will be at risk.” “Then we will have the low-end espresso machine with a minimalist design, where the skill will be to combine design with very low production costs. This will be the winning weapon,” he says. “We will have the high-end espresso machine with an increasingly sophisticated design, highly detailed and emotional too. What’s more, he believes that the world of espresso machine design is changing. “Personalisation brings many difficulties, which is true for most beautiful things, but beautiful things are also the most interesting,” de Sordi says. They believe that customisation, while challenging, is always worth it. “This is why we try to emphasise it as much as possible, all over the world.” Moreover, the company believes that brand identity is fundamental. So, does Sanremo design their machines from the inside out or the outside in? “There are cases in which we begin to design the exterior first and then move on to the internal components of the machine, and others where we instead adopt a reverse process,” says Sales and Marketing Manager Carlo de Sordi. They put a lot of emphasis on design in fact, they describe their machines as “driven by design and innovation”. Based in Treviso, the company is an ambitious family-owned business with nearly 50 years of experience. It should also facilitate the production of the machine and make maintenance as easy as possible,” concludes Della Pietra.Īnother well-known Italian espresso machine maker is Sanremo. ![]() “Each new design will be considered successful and well-conceived if it respects tradition and entices the barista to use the machine. Meticulous attention is placed into every detail, from the choice of the material to the position of each component, the colour, and the shape and user-interface of the exterior.”Īccording to La Marzocco, their espresso machines represent tailor-made objects of beauty and utility, something that extends not to just to the aesthetic details but also to the service and user experience. He adds, “Design is very important as it resides in the brand statement and vice-versa. The process is always starting from the inside to the outside,” Della Pietra explains. “When you envision a new machine, you have to begin structuring the design from a functionality point of view. Design represents the entry point for understanding the equipment. The team believe the main role of design is to facilitate the relationship between the barista – or whoever is looking at the machine – and the technology inside it. “Aesthetics play an important role and go hand-in-hand with the functional purpose,” says La Marzocco designer Stefano Della Pietra. They’ve been designing and building espresso machines since 1927 and, with decades of experience, are known for exceptional machinery.īut the Florence-based company knows that appearances should not be overlooked, either. La Marzocco is one of the biggest names in the business. ![]() ![]() Written by Howard Mackie, the guy who co-created Danny Ketch alongside Javier Saltares, with art by Daniel Picciotto colors by GURU-eFX, and lettered by VC’s Travis Lanham, the team seemed fairly strong to make sure this new chapter in the history of the Spirit of Vengeance was going to be a good one. The nostalgia alone was enough to pull me in even if I have been a little unimpressed by recent “flaming skull man” offerings. When Marvel announced that they would be putting out a new Ghost Rider series focused on Danny, I knew I wanted to read it. ![]() His hellfire-fueled powers were super cool and flashy and they looked rad as hell, but the first time I saw him use the penance stare, that ability to lock eyes with an abuser and make them face all the damage they had done, that was the moment that I knew Ghost Rider was my favorite Marvel Character. This guy named Danny, whose skin would melt off as his skull became wreathed in flame rode a motorcycle and could summon spikes and chains and glair at people making them face everything they had done to others. It was around this time when I was feeling abandoned by the mythos of all manner of things that I stumbled across Ghost Rider and my love of comic book monsters really began. I lost my faith in heroes in a way I have seen most sitcoms talk about the day you stop believing in Santa. Kal-El, who could be anywhere faster than a speeding bullet was not coming to help me. I had a genetic mutation but Charles and his beautiful school of gifted youngsters were not coming to take me away. With all this going on, in my small childlike mind that had very little to go on but comic books, forced attendance church sermons, and Saturday morning cartoons, I stopped holding out for a hero to come and save me. I use to beg the powers above and below to let there be monsters under my bed who could come and take me away to some other shadowy place where I would be safe from kids at school who liked to toss me downstairs and take my crutches away, or family who liked to heap on other types of life experiences that I could have gone a lifetime without. ![]() Between the bullies at home and at school, I was always worried something was going to catch me off guard and leave me broken in one way or another. The ground is littered with debris and discarded objects, emphasizing the post-apocalyptic nature of the scene.My childhood was a wreck. Tattered flags flutter in the wind, their once vibrant colors faded and torn. Broken buildings loom in the background, their skeletal structures a stark reminder of the destruction that has unfolded. The use of harsh lighting and dramatic shadows accentuates the zombie man's gruesome features, casting an eerie glow on his decaying form.Surrounding the zombie man are remnants of the desolate world he inhabits. ![]() The color palette consists of deep, shadowy tones, with hints of sickly greens and ominous purples. ![]() Long strands of matted, greasy hair hang from his disfigured scalp, adding to his grotesque appearance.The graphic design incorporates elements of darkness and despair, evoking an apocalyptic setting. His sunken eyes hold a malevolent gaze, as if he retains a fragment of his former self, trapped in a state of perpetual torment. The eerie atmosphere is heightened by the tattered remnants of a world gone awry, as buildings crumble and smoke billows in the distance.The zombie man's skin is pallid and rotting, with exposed bones and patches of decaying flesh. With a dark and apocalyptic backdrop, the design exudes a sense of impending doom and desolation. A terrifying zombie man emerges from the darkness Ghastly zombie man takes center stage, his decaying features and bloodshot eyes instilling fear and unease. Zombie Man Horror Scary Skeleton scary rock design. ![]() ![]() Nonetheless, the overall experience won’t be disappointing. Unfortunately, it doesn’t support cloud services, and you’ll either need to stream from a popular website or play files from the PC or extractable device. On the other hand, the app comes integrated with the latest codec options to ensure a hassle-free viewing experience.Ĭompared to other software, the program ensures faster streaming to let you watch videos online. Other multimedia players usually cause problems with specific codecs. You can play files in MKV, FLV, WMV, SWF, and other formats with ease. Since the program supports streaming, it can recognize multiple software extensions. However, with VLC, you can enjoy smart decoding, which runs videos faster, depending on the complexity of the animation or resolution. AVI files, for example, still need a fast processor to play the file without lags. Most users experience issues related to buffering while playing large-sized video files on outdated media players. If you’re tired of disruptive ads, lack of privacy, and needless subscription plans, VLC is an excellent choice to enjoy your favorite music, videos, and images without compromising. The multimedia player doesn’t use spyware or user tracking to read browsing history, emails, or location. Since most users are concerned about privacy issues, VideoLAN has tried to make the app safe and secure. It can import images from your device as well as synchronize with the Windows Media Player to display all the files in one place. The application also lets you install extensions for a smoother viewing experience. For instance, you can use the skin editor to create a new look or choose from preset options instead. VLC is a feature-packed program, which supports multiple customization options. You can choose from different skins, depending on your mood and preferences. With its simple and clean interface, the platform lets you customize the control panel to give the program a personal touch. VLC Media Player is available on various platforms As such, you can use the popular media player on several devices. ![]() Packed with features and fully customizable ![]() |
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