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AWS	AWS Machine Learning Blog	Fine-tune and deploy a Wav2Vec2 model for speech recognition with Hugging Face and Amazon SageMaker	https://aws.amazon.com/blogs/machine-learning/fine-tune-and-deploy-a-wav2vec2-model-for-speech-recognition-with-hugging-face-and-amazon-sagemaker/	Fine tune and deploy a WavVec model for speech recognition with Hugging Face and Amazon SageMakerAutomatic speech recognition ASR is a commonly used machine learning ML technology in our daily lives and business scenarios Applications such as voice controlled assistants like Alexa and Siri and voice to text applications like automatic subtitling for videos and transcribing meetings are all powered by this technology These applications take audio clips as input and convert speech …	2022-04-15 19:53:54
AWS	AWS Government, Education, and Nonprofits Blog	How to deliver performant GIS desktop applications with Amazon AppStream 2.0	https://aws.amazon.com/blogs/publicsector/how-to-deliver-performant-gis-desktop-applications-amazon-appstream-2-0/	How to deliver performant GIS desktop applications with Amazon AppStream Geospatial datasets are increasingly large reaching terabyte and even petabyte scale which can cause many challenges for geospatial analysts and educators but Amazon AppStream can provide some solutions In this blog post we walk through how to deploy QGIS a no cost open source geospatial information system GIS application used by geospatial analysts in Amazon AppStream We also load an example dataset to demonstrate how desktop GIS application users can access large cloud hosted geospatial datasets with high performance by keeping the data and compute components together on the cloud and streaming the desktop application instead of downloading the data itself	2022-04-15 19:30:40
海外TECH	Ars Technica	Developer logs reveal details about the M2 in several new Macs	https://arstechnica.com/?p=1848326	counts	2022-04-15 19:01:32
海外TECH	MakeUseOf	What Is an Android Phone?	https://www.makeuseof.com/what-is-android-phone/	android	2022-04-15 19:45:15
海外TECH	MakeUseOf	How to Deploy a React App for Free With GitHub Pages	https://www.makeuseof.com/how-to-deploy-react-app-with-github-pages/	simple	2022-04-15 19:45:13
海外TECH	DEV Community	Creating an HTTPS Lambda Endpoint without API Gateway	https://dev.to/shanenolan/creating-an-https-lambda-endpoint-without-api-gateway-4nnh	Creating an HTTPS Lambda Endpoint without API GatewayAmazon Web Services AWS recently announced Function URLs a new in built feature that allows you to invoke your functions through an HTTPS endpoint By default the endpoint is secure using AWS Identity Access Management IAM but you can allow public access with optional Cross Origin Resource Sharing CORS configurations and or custom authorisation logic Originally if you wanted to invoke a Lambda function publicly via HTTPS you would need to set up and configure AWS API Gateway or AWS Elastic Load Balancing and pay additional fees once you exceeded their free tier Fortunately Function URLs don t incur an additional cost I d recommend you continue to use these services if you re building a serverless REST API or require additional features such as request response transformations For small use cases such as webhooks or determining the price of a cryptocurrency Function URLs are more suited This blog post will demonstrate how to create an HTTPS Lambda endpoint using Function URLs Python and Terraform an open source infrastructure as code tool If you d rather not use Terraform Function URLs can be created directly via the AWS user interface UI You can follow the official AWS guide here You can use any compatible programming language with AWS Lambda for this demonstration since the principles are the same You can view the project s source code on Github Python Lambda FunctionFirst create a Python project with main py being the entry point for Lambda I recommend using this modern Python development environment for a more straightforward implementation but your own will suffice This project will use the Python version You can view a list of supported versions here Your project directory structure should replicate this ├ー editorconfig├ーCHANGELOG md├ーREADME md├ーlambda function url terraform│├ー init py│└ーmain py├ーpoetry lock├ーpyproject toml├ーsetup cfg└ーtests ├ー init py └ーtest main py directories filesFor this example the main py Lambda handler will return a JSON object with a body containing a message and status code of To ensure the Lambda handler is working as expected write a unit test in tests test main py to validate its response Terraform DeploymentIf you don t have Terraform already installed you can follow the official installation documentation Once installed confirm the installation was successful by executing First create the required Terraform deployment file main tf at the top level of your Python project Declare as the Terraform version and as the Hashicorp AWS provider version since that s when Function URLs functionality was implemented You can review the merge request here Next declare the AWS region for example eu west Once declared main tf should look like this Before the Lambda function can be implemented an IAM role with a trust policy needs to be created In this case the AWS Lambda service will be trusted and allowed to call the AWS Security Token Service STS AssumeRole action Append the IAM role resource to main tf file Its implementation should look like this Execute the following commands to create a zip file called package zip containing the projects source code and its requirements for Lambda Install zip package to zip files folders sudo apt get install zippoetry build poetry run pip install upgrade t package dist whl cd package zip r package zip x pyc Pip installation without Poetry or zip pip freeze gt requirements txtpip install r requirements txt t package zip the package folder Once packaged the Lambda function is ready to be implemented Depending on your setup you may need to modify the following attributes runtime depending on your Python version function name the name you want to give your Lambda function handler the path to your Lambda handler The Lambda function resource should look like this The filename attribute is the filename along with the extension of our packaged project Similarly the source code hash attribute is used to determine if the packaged project has been updated i e a code change The role attribute is a reference to the previously implemented IAM role Append the Lambda function to main tf Lastly create the Function URL resource and save the generated URL The authorization type is set to NONE meaning it allows public access You have the option of restricting access to authenticated IAM users only as well as CORS configuration capabilities You can read about them here The Lambda Function URL resource should look like this The output resource function url saves the generated Function URL Append both the Function URL and output resource to main tf With all the Terraform components together main tf should replicate this Deploying with Terraform requires only a single command after the infrastructure is coded but first you need to initialise Terraform inside of the project by executing terraform init Additionally set your AWS ACCESS KEY ID AWS SECRET ACCESS KEY and AWS REGION via the command line If you re unfamiliar with configuring your AWS credentials you can read more about it on the official AWS and Terraform documentation Once initialised deploy your Lambda function using terraform apply and accept the confirmation of the required changes After deployment it will output the Lambda Function URL Test the public endpoint by either opening the URL in a browser or using an API testing tool such as httpie The below example uses Terraform to retrieve the generated Function URL via terraform output and a GET request is submitted to the URL via httpie	2022-04-15 19:32:57
海外TECH	DEV Community	Keep code short and tidy	https://dev.to/vulcanwm/keep-code-short-and-tidy-3m0b	Keep code short and tidySo I ve been working on Swift for a while now I started off with the basics but then started writing lots of lines of codeBy the time I was one week into my EduCity project I ended up writing tons of lines of code in one struct and that created a major problem for me My code took about minutes to run altogether and my laptop literally started overheating On top of that it showed the error The compiler is unable to type check this expression in reasonable time try breaking up the expression into distinct sub expressions After that I started splitting my code into different structs so it would hopefully take less time to run the code and the error wouldn t show up By doing that I did reduce the speed by a minute now it s on minutes but it did create a few errors like Type cannot conform to View But the code still shows up with the error it previously showed and is still not working MORAL OF THE STORY DON T REWRITE ANY CODE AND PUT THEM INTO FUNCTIONS INSTEAD AND KEEP YOUR CODE READABLE SO IF YOU NEED TO COME BACK TO IT IN THE FUTURE YOU CAN UNDERSTAND WHAT IT S DOING	2022-04-15 19:21:26
海外TECH	DEV Community	What was your win this week?	https://dev.to/devteam/what-was-your-win-this-week-1lp6	What was your win this week Hey there Looking back on this past week what was something you were proud of accomplishing All wins count ーbig or small Examples of wins include Starting a new projectFixing a tricky bugGetting an awesome new piece of equipment or whatever else might spark joy ️Happy Friday	2022-04-15 19:16:21
海外TECH	DEV Community	Deep Work vs. Shallow Work: 8 Tips to Maximize Productivity	https://dev.to/elizabethwerd/deep-work-vs-shallow-work-8-tips-to-maximize-productivity-3po0	Deep Work vs Shallow Work Tips to Maximize ProductivityHave you ever sat down to work on a project that demands your full focus like debugging some code writing an article or building out a strategic plan and totally lost track of time because you were so engaged in the work This awesome experience has been coined as a flow state which can be best described as functioning completely in the zone Flow states are best achieved during deep work where you are dedicated and focused on a single task for an extended chunk of time and can really get into the problem at hand It s in these deep work sessions when we are the most innovative creative and up to more productive Deep work and shallow work differentiate intensely cognitively demanding activities like writing analyzing designing or researching vs non cognitively demanding activities like emails calls and quick to dos Understanding the benefits of both allows you to maximize your productivity by dividing your workload into dedicated focus time blocks for your high value projects and smaller time blocks to knock out your miscellaneous smaller tasks that don t require as much mental exertion Read on to learn more about deep work vs shallow work and how making time for both across your schedule can help you get more quality work accomplished every week What is deep work What is deep work and where does the term actually come from Cal Newport a computer science professor at Georgetown University and author of multiple best selling books on productivity and time management is best known for exploring the concept in his book Deep Work Rules for Focused Success in a Distracted World Newport defines deep work as the ability to focus on a task without distractions as to maximize cognitive capabilities allowing you to produce better quality work in less time Examples of deep work ResearchingWriting thoughtful contentAnalyzing dataDeveloping strategyBut as Newport also shares it s not easy to make time for deep work in the modern workplace In fact it takes about minutes to reach a productive deep work flow state and every time you re distracted from the task at hand that clock resets thanks to context switching And since the average independent worker is interrupted a whopping times day that means they re getting pulled out of their task work every minutes making it basically impossible to reach a productive flow state While professionals are busier than ever trying to multitask actually reduces productivity by up to With the constant stream of Slack messages and emails increasingly demanding workloads due to The Great Resignation and a rise in meetings since the start of the pandemic in it is even more difficult for professionals to simply find the time for heads down work in their crazy schedules Defending time for deep focused work should be a goal for both workers and companies alike to help advance individual employee skill sets maximize team efficiency and drive more innovation for the organization Pros of deep work Improve performance by getting more accomplished in less timeCreate new value by maximizing innovation and creativityMake fewer mistakes by reducing distractionsBoost brain function by strengthening neural pathways Increase job amp life satisfaction through self improvement Master your skill set through dedicated practice of your craftSupport work life balance by better managing your workloadMeet deadlines by defending real time for work on your prioritiesRedefining the hustle of modern worklife is key to unlocking the potential of deep work and the benefits speak for themselves What is shallow work Where deep work is focused activity at your maximum cognitive function shallow work is logistical and administrative tasks and duties that can be done while distracted that aren t usually creating new value and are easily replicated Examples of shallow work Email and chat communication eg Slack Teams Data entryPulling reportsChecking social mediaMeeting to meetShallow work is the busywork undercurrent of our lives While these tasks still require our time and attention and are necessary to our goals and priorities they re generally of less substance and value than the more demanding to dos on our plates The problem is that many professionals find themselves spending most of their days hectically jumping around shallow work constantly interrupted by new urgencies and get to the end of the week without sufficient time for heads down work on their big ticket tasks Our recent Task Management Trends Report revealed that both individual contributors and managers wish they had significantly more time for focus work on their task list every week ICs reported wanting more hours week of additional time for deep focus work and managers also wish they could defend hours week of dedicated task work time for every member of their team So how do you strike a balance of both shallow and deep work in your schedule   tips to productively use deep work amp shallow workThe average person has about hours day of focus time in them and is only truly productive for about hours day This is why you want to maximize your most productive time for deep work on high priority high value tasks while also reserving time to stay on top of your shallow work to dos Here are tips to maximize your productivity across both deep work and shallow work Prioritize your task list into deep work vs shallow workGetting clear on what you need to do is a great start but instead of aimlessly working through your never ending list that keeps growing longer every day make it a regular habit to sort and prioritize your to dos Organize your tasks into priority and urgent tasks and according to deadlines and time estimates of how long each task will take If everything on your list seems important these guides can be helpful in breaking down how to approach each task Urgent and important Complete before anything else Important but not urgent Block uninterrupted deep work time before deadline Urgent but unimportant Delegate or move to your shallow work list Neither urgent or important Remove from your to do list From here you can divide your task list into what will require deep work to complete before the due date and which tasks can be checked off easily in shallow work sessions or delegated to someone else Time block everything on your calendar The first step in accomplishing a task is ensuring that you actually have time to do it So if you want it to get done put it on your calendar Your calendar is a place to organize more than just team meetings and appointments Time blocking all of your deep work and shallow work to dos on your calendar by priority and expected duration allows you to realistically plan and estimate your real availability That includes task work routine habits like lunch and exercise regular breaks and even the little to dos like making a follow up call or running an errand This simple strategy can improve your productivity up to by guiding you to focus on one thing at a time Cal Newport explores this further in his Deep Work book suggesting that fixed schedule productivity makes deep work specifically more manageable by setting a clear time limit around the session Create a productive weekly work planThe start of a new week can be stressful hello Sunday scaries especially without a clear action plan on how you re going to tackle everything on your plate Creating a weekly work plan aligns your weekly efforts with your priorities and goals and provides structure for what you re going to work on and when so you can reduce decision paralysis every day If you want a simple template to start with block time for one or two cognitively demanding deep work tasks in the morning hours before lunch this is when the average person is most productive You can then reserve the afternoon hours for shallow work to dos and meetings After trying it out for a couple of days adapt this work plan to accommodate your deep work tasks during your most productive hours to maximize the amount of cognitively demanding tasks you complete every week Reduce distractions amp communicate your availabilityOf course there is an element of self discipline that comes into play when performing deep work In order to keep focus try making your work environment as distraction free as possible by having a comfortable workspace setting Do Not Disturb on your phone muting desktop notifications and committing to not getting sidetracked on the internet or eliminating access to distracting apps altogether for your entire deep work session And while it s challenging enough to manage yourself it can be even more difficult to set and stick to boundaries with others when you re trying to work That s why at Reclaim we set out to automate greater transparency around your availability without compromising the privacy of your schedule The Reclaim app allows you to defend time for your Tasks and Habits automatically around your busy schedule sync your Slack status with your calendar to minimize interruptions and auto schedule Decompression Time after meetings to ensure you get a break and prevent back to back meetings All without the extra work of you having to manually manage it every day Limit time in meetingsWe re not sorry to say it but most meetings are completely unproductive Knowing this makes it that much more unfortunate that the average professional is sitting through meetings week With so many meetings scattered throughout your workday it s nearly impossible to find a solid couple of hours to dedicate towards deep work and of workers agree that meetings actually end up distracting them from accomplishing their work By getting clear on your priorities every week and communicating these on your schedule it can be easier to start saying no to pointless meetings and plan for fewer more productive meetings yourself Reserve your afternoons for scheduling s and team meetings so that your mornings can be dedicated to productive deep work or consider implementing a no meeting day at your company for everyone to have one day a week dedicated to independent task work Integrate project management apps with your calendarProject management apps are effective tools for managing your team s workflow delegating individual tasks to assignees and organizing project statuses but there s a major gap between the to do list and actually finding the time to get it done To avoid the additional task of having to manually time block work items in your calendar and deal with rescheduling them if something comes up many professionals are saving hours every week by integrating their task list from their favorite project management apps right into their weekly schedule Reclaim currently features native integrations for Todoist Jira Linear and Google Tasks with more coming soon directly with Google Calendar Take breaks after deep workPushing yourself to productively work through cognitively demanding deep work tasks does not mean you should be mentally draining yourself There s only so much you can take on in a day Maybe you find you flow best with a couple two hour focused work sessions in the morning and a long lunch break before diving into shallow work in the afternoon Or if you prefer shorter more frequent breaks as you find it difficult to get into a flow state implementing the Pomodoro technique for your deep work might be more effective This method recommends shorter distraction free sessions and mindful break intervals to rest your eyes and drink some water not hop on social media or check your email Do what feels best for you and remember that maximizing your productivity starts by taking care of yourself to avoid complications like mental exhaustion down the line Audit your time spent on deep work amp shallow workHow many of your planned tasks did you complete this week What habits did you make time for What was left unfinished on your to do list by Friday afternoon Regularly auditing your calendar can help give you quantitative insight as to where your time is going whether it is aligned with your goals and priorities and where it may be getting misallocated Maximizing your productivity also means being proactive and defensive with your time and availability The average professional wastes almost half of their workday due to a lack of organization and with at least different tasks on their plate at a time it s no shocker that of their to do list never gets done Regular time audits can help you pinpoint time sinks say no to things you don t have time for and minimize daily distractions so that you can get more of your task list done and defend your limited time for the things that are important to you Increase your productivity with deep work Finding a balance between deep work and shallow work helps you develop a manageable schedule keeps you on top of your to dos and also defends sufficient time for you to productively work on your most cognitively demanding tasks By tapping into the magic of deep work and better managing the boring albeit necessary everyday shallow busywork you can work to find greater fulfillment in your skill get more quality work accomplished in less time and provide an even better value to your team As per Cal Newport a deep life is a good life and in the end that s really what we re really all about	2022-04-15 19:05:29
海外TECH	DEV Community	What is JavaScript ?	https://dev.to/gsharma010/what-is-javascript--5b69	What is JavaScript What is JavaScript JavaScript is a high level prototype based object oriented Multiparadigm interpreted or just in time compilated dynamic single Treaded garbage collected programming language with first class functions and a non blocking event loop concurrency module Don t Worry Let s break above definition into points High levelGarbage CollectionInterpreted or just in time compiledMulti paradigmPrototype based object orientedFirst class functionsDynamicSingle ThreadedNon blocking event loopNow Let s discuss each point in detail JavaScript is High LevelEvery program that runs on our computer needs some hardware resources such as memory and the cpu to do its work There are low level languages like C where we have to manually manage these resources On the other side we have high level languages like python and JavaScript where we do not have to manage resources at all Because these languages have so called abstractions that take all of the work away from us JavaScript has Garbage CollectionIt is basically an algorithm inside the JavaScript engine that removes old unused objects from the computer memoryJavaScript cleans our memory from time to time so that we don t have to do it manually in our code JavaScript is interpreted or Just in time compiledComputer processor ultimately understands or every single program needs to be written in binary language which is also called machine code That is not practical to right that s why we write human readable code Like JavaScript which is an abstraction over machine code But this code eventually needs to be translated to machine code and that step can be either compiling or interpreting Above step is necessary in every single programming language Because no one write machine code manually IN case of JavaScript This happens inside the JavaScript engine JavaScript is Multi paradigm languageIn programming a paradigm is an approach overall mindset of structuring our code Which will ultimately direct the coding style and technique in a project that uses a certain paradigm Some popular programming paradigm are Procedural ProgrammingObject oriented programming OOP Functional Programming JavaScript has prototype based object oriented approach All most everything in JavaScript is an object except of primitive values But arrays for example are just object Now have you ever wondered why we can create an array and then use the push method on itIt s because of prototypal inheritance Basically we create arrays from an array blueprint which is like template and this is called the prototype I will create a separate thread on prototypal inheritance JavaScript is a language with first class functionIn a language with first class functions functions are simply treated as variables We can pass them into other functions and return them from functions Which means functions are treated as regular variablesSo we can pass functions into other functions and we can even return functions from functions JavaScript is DynamicJavaScript is a dynamic language which means dynamically typed languageIn JavaScript we don t assign data types to variables instead they only become known when the JavaScript engine executes our code JavaScript is Single ThreadedBefore know what is single threaded we need to know about the Concurrency Model Well Concurrency Model is a fancy term that means how the JavaScript engine handles multiple tasks happening at the same time JavaScript itself runs in one single thread which means it can only do on thing at a time and therefore we need a way of handling multiple things at the same time By the way in computing a thread is like a set of instructions that is executed in computer s CPUSo basically the thread is where our code is actually executed in a machine s processor But what if there is a long running task like fetching data from a remote server Well it sounds like that would block the single thread where the code is running right But we don t want that what we want is Non blocking behavior and how do we achieve that Well by using a so called event loop The event loop takes long running tasks executes in the background and put s them back in the main threadThis is in a nutshell JavaScript s non blocking event loop concurrency model with a single thread	2022-04-15 19:02:09
海外TECH	DEV Community	Help me.....	https://dev.to/albin_n_j/help-me-16e7	phpadmin	2022-04-15 19:00:38
Apple	AppleInsider - Frontpage News	'Poison pill' plan in place to counter Elon Musk's bid to buy Twitter	https://appleinsider.com/articles/22/04/15/poison-pill-plan-in-place-to-counter-elon-musks-bid-to-buy-twitter?utm_medium=rss	x Poison pill x plan in place to counter Elon Musk x s bid to buy TwitterTwitter has adopted a so called poison pill shareholder rights plan in an effort to fend off Elon Musk s billion bid to buy the company outright Elon MuskThe social media platform s board voted unanimously to adopt the plan The New York Times reported Friday The plan would give shareholders the ability to purchase more shares at a discount if any person or group acquires beneficial ownership of at least of the company s outstanding common stock with the board s approval Read more	2022-04-15 19:08:25
海外TECH	Engadget	Microsoft reportedly wants to sell ad space in free-to-play Xbox games	https://www.engadget.com/xbox-free-to-play-in-game-ad-program-microsoft-193552041.html?src=rss	Microsoft reportedly wants to sell ad space in free to play Xbox gamesYou might not be thrilled with in game advertising but you might soon see more of it Insidersources sub required claim Microsoft is developing a program to help marketers place ads in free to play Xbox games Companies could buy from an ad inventory to secure space on virtual billboards It s not clear if this would extend to character skins or video rolls but Microsoft is apparently crafting a quot private marketplace quot to limit ads to brands that won t disrupt gameplay Microsoft is reportedly still pinpointing ad technology firms that would build the catalog and cooperate on placement The debut might not take long though as the program could launch by the third quarter that is summer The company declined to confirm or deny the plans In a statement to Insider a spokesperson said Microsoft was constantly striving to quot improve the experience quot for developers and players but didn t have quot anything further to share quot The program could rankle gamers worried about ads for real world products finding their way into fictional universes However the focus on free to play titles might prove crucial This could help developers make money from free games without leaning too heavily on paid content like skins and season passes That in turn might persuade creators to make Xbox centric games rather than building for the PlayStation or Switch	2022-04-15 19:35:52
ニュース	BBC News - Home	UK Rwanda asylum plan against international law, says UN refugee agency	https://www.bbc.co.uk/news/uk-61122241?at_medium=RSS&at_campaign=KARANGA	rwanda	2022-04-15 19:40:06
ビジネス	ダイヤモンド・オンライン - 新着記事	英文メールが上手くなる13の掟、「完璧」を諦めればラクに書ける！【英語・見逃し配信】 - 見逃し配信	https://diamond.jp/articles/-/301712	英文メール	2022-04-16 04:50:00
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ビジネス	ダイヤモンド・オンライン - 新着記事	フランス生まれの高級車「DS9」試乗記、大人なオーラを漂わせた魅力 - 男のオフビジネス	https://diamond.jp/articles/-/301442	フランス生まれの高級車「DS」試乗記、大人なオーラを漂わせた魅力男のオフビジネスのっけから分かりにくい喩えだが、DSの印象をひと言でまとめるとchatelainchatelaineシャトランシャトレーヌ。	2022-04-16 04:25:00
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ビジネス	ダイヤモンド・オンライン - 新着記事	【井上貴博TBSアナウンサー×精神科医Tomy】 精神科医がうつ病になってわかった 自己肯定感を高めるたった1つの方法 - 精神科医Tomyが教える 心の荷物の手放し方	https://diamond.jp/articles/-/299254	初の小説『精神科医Tomyが教える心の荷物の手放し方』は増刷を重ね、幅広い層の読者から支持を集めている精神科医Tomy氏。	2022-04-16 04:05:00
ビジネス	不景気.com	藤商事の22年3月期は20億円の最終赤字へ、部材調達難で - 不景気.com	https://www.fukeiki.com/2022/04/fuji-shoji-2022-loss.html	最終赤字	2022-04-15 19:20:04
ビジネス	東洋経済オンライン	｢ロマンスカーVSE｣デザイナーが明かす誕生秘話 岡部憲明氏｢鉄道は動く建築｣関空との共通点も | 特急･観光列車 | 東洋経済オンライン	https://toyokeizai.net/articles/-/582266?utm_source=rss&utm_medium=http&utm_campaign=link_back	特急列車	2022-04-16 04:30:00