Top Remember Me Video Game Tips Choices

If You Read Nothing Else Today, Read This Report on Remember Me Video Game Tips

The last region of the guide has an intriguing feature. This guide place them in order for you to read, and providing character bios and big artwork to cooperate with it. While you’ll need to pay to play online with other gamers, you do not need the Gold membership to relish entertainment choices like streaming video services like Netflix. Also, it is a game to enjoy thoroughly. It’s a game which intends to learn more about the future of our society, giving a riveting look at how humanity’s technological advances will gradually be our undoing, and in a number of cases, it makes you think and ponder the risks of our web-obsessed culture.

In the lack of such guidance, you still need to formulate your very best guess what you should learn and remember from the reading. 1 reason that lots of individuals don’t read much is they don’t read well. Following are a couple of combo guides which may offer you a notion of what you could do! It’s a neat concept, especially because you’re able to mix this up again whenever you like in the event you feel a different tactic is needed for a specific enemy, since you get bored or even if your muscle memory is just having a tough time with a specific button sequence. As stated, there are a few clever concepts at play and as soon as the combat works as it should, it is a smooth, fun experience.

8-Hit combos are extremely lengthy so that you don’t need to be concerned about always completing them. You necessarily don’t need to use 8-Hit combos on the hard enemies only. Pressing Square for kick and Triangle for punch, and perhaps you can string together a simple combo, but overall there’s little substance aside from that. You should also cause a combo with Cooldown Pressen. 3-Hit Combos are extremely beneficial during the beginning of the game but that certainly doesn’t indicate that you can’t utilize them in later episodes. Each combo at your disposal usually starts with a normal kick or a punch that typically don’t carry any distinctive consequences. Instead, it is possible to just keep on mashing punches and kicks and do a very good quantity of damage.

After the controller is charging, for instance, the light is orange. The combat system is so vast there are literally thousands of unique combos that you are able to put to use. From that point, you will need to check around the environment for something familiar from the scene and collect it. Remember Me is guaranteed to make for a distinctive gameplay experience which should resonate at any sort of gamer. One thing which you should remember is that Nilin doesn’t receive any level up for doing 5-Hit combos. Together with the type of Pressens, their position is just as important. At the start of Episode 7, there’ll be a good deal of enemies, which is an excellent location to find the Dropping L-Bombs” achievement.

You are able to use voice commands rather than menu navigation for many tasks. Clearly these tips may be used for another numberical passwords also. In the end, in case you have been playing Remember Me and want to help different users, don’t hesitate to sign up and begin contributing! The 2 instances where you’re given the ability to start looking into Nilin’s past are fascinating and melancholic. Altering the right elements in the proper order is the only means to proceed, as an incorrect sequence could result in a memory bug and make you begin all over again. Even material that needs to be studied carefully ought to be skimmed first.

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https://russellarmstrong1.wordpress.com/2018/04/28/top-remember-me-video-game-tips-choices/

The Collecting Video Game Tips Game

What’s Really Happening with Collecting Video Game Tips

If you would like your games to appear crisp, you will have to put money into a higher-end HDMI upscaler. There are a couple things you ought to know before heading into the game though. It also has a bonus story, which you can unlock after completing the main story, though you may need to spend real cash to unlock it. Aside from the system you are in all likelihood likely to want to begin with the games you had as a kid. Strategies for Building Brand Video Games Since brand video games offer so many positive aspects, an increasing number of companies are starting to create games of their very own.

When you return into your game, the floor is going to be completed. Games have the capacity to influence buyer decisions in new techniques wouldn’t be achieved through other types of mobile advertising. If you’re hooked on the game, Dream Heights, then youave arrive at the ideal location. Games with a continuing content release plan are more inclined to realize higher long-term retention prices. The game doesn’t really take that much time to finish and since I said itas really just about patience. Like Total War, it allows players to take advantage of the environment. There’s a French game named Bagatelle.

If you’re persistent and prepared to keep playing, it’s relatively simple to win all the prizes. Players would quickly enter a habit of skipping waiting time at no cost. They need to understand the value and importance of all the items before they are shown the promotion.

The exact last trail camera trick is to not be lazy and move the camera the moment it comes time. Just be certain to study which trail camera you’re using and the time-lapse setting on that special camera. Videos have a tendency to capture my attention far more than articles. When you’re on video you need to be sure you look the best you can. If you anticipate doing video where you’re not able to be close to your camera or whether you’re doing an interview and you would like to enhance the sound for everybody in the shot, you might need to look at picking up a Rode Video Mic. Maybe you can consider videos if you’ve got the resources and time.

Later on, it might not be enough for software providers to just offer software for a service, it might not even be sufficient to provide data insights as a service, nay, the additional value is going to be education for a service. Naturally, the ability to play that software is not as illegal. In case you haven’t yet purchased a system and are seeking to, take a look at my store HERE for some adequate bundles that I’ve thrown together that will jump start your collection.

The player level is essential for several reasons. On top of all that, every couple of levels, you receive a distinctive level, where you must discover hidden objects and are beneath a time limit. Anyone who’s ever been stuck on a degree of Candy Crush for a week was tempted to deliver their card data in exchange for just a little boost.

Choosing Good Collecting Video Game Tips

Finding matches It’s so simple to come across a match. What an excellent match resembles A great match is dependent on your definition of good. There’s an entire area of new game systems created to play older games. In the start of the game everything is simply flat surfaces with no colors.

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The End of Video Game Sniping Tips

The Upside to Video Game Sniping Tips

Now you’re essentially prepared to play games. The game wills start you with a lot of bad players to begin the game with, and you need to also begin with a few packs of cards. If you are just playing a game of free for all you might not be ranking up as fast as you would like unless you’re coming in first place each game. Most games are you going to get a complimentary pass on the very first life as many defensive players are setting up the walls and building the equipment, which likewise provides you a chance at a few free kills while players aren’t paying attention. The safe-cracking mini game isn’t as difficult as it preserves. Ghosts multiplayer was among the worst, if not the worst of all the Infinity Ward multiplayers that we have observed in their games. Additionally, it is going to signify that you do better in your general gameplay, as it takes fewer shots to the head than every other portion of the body to kill.

If you’re using grenades rather than smoke grenades, I suggest throwing a grenade through the home window each time you spawn. Whatever kind of pistol you select, a sniper should be well prepared to switch out his rifle for a pistol or knife as soon as an opponent becomes close. It wouldn’t be a good idea to use the sniper if you’re considering moving around the map a whole lot, as its weight will significantly slow off your player’s movement speed.

Video Game Sniping Tips Features

Being a real freemium game, players may spend real-life money to buy packs and Bundles which include a particular number of packs and a topper of a product. Now you have some players, you must manage your line up. For this reason, you’ll notice that you’ll be killing different players on a significantly faster rate! Killing different players that have bounties on them in Grand Theft Auto Online can occasionally be a speedy and efficient approach to bring in cash. You will get some items that will assist your squad, while not paying the additional money it would be for each of the items that you can get with the pricier bundles. At the onset of a match you may decide on a squad of teammates to join.

The Little-Known Secrets to Video Game Sniping Tips

In domination if you are able to kill someone who you will receive 50 points, although if you’re standing on an objective when you kill someone you will receive 100. For example, if you’re defending an objective, typically you will become double the points if you’re standing on or nearby the objective when getting kills. Failing to finish an objective within a specific time period is going to result in a loss. After choosing your weapon, now you’ve got to chat about your strategy. Therefore, a number of the strategies whom I provide for the Campaign do not get the job done nearly too in War Games. The other strategy falls on a fantastic team, and can readily damage your team, IF they don’t understand what they’re doing. Employing the constant rushing strategy will also provide you a greater score per minute.

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https://russellarmstrong1.wordpress.com/2018/04/23/the-end-of-video-game-sniping-tips/

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Congratulations to our US Grow with Google Developer Scholars!

Posted by Peter Lubbers, Head of Google Developer Training

Grow with Google in partnership with Udacity, is awarding 5,000 Nanodegree program scholarships to help aspiring developers in the US continue their digital skills training and prepare for jobs as Android or Mobile Web developers.

As part of the Grow with Google Developer Scholarship program, scholars completed an initial challenge course at Udacity - completing on average over 100 hours of coursework, building coding project portfolios and engaging with their local developer community. Today, Google and Udacity are excited to recognize the 5,000 top performers in the challenge course, and offer them a chance to continue their training through a Nanodegree program with a full scholarship.

By successfully completing a Nanodegree program, scholars earn an industry-recognized credential helping to create a path for increased job opportunities as well as prepare for one of Google's Developer Certifications: Associate Android Developer or Mobile Web Specialist. These developer training programs offer scholars the opportunity to build their skills and become job-ready, helping to close the gap in the more than 500,000 open computing jobs in the US.

We are incredibly inspired by the hard work and passion shown by all our Grow with Google developer scholars -- including these stellar scholars:

Bela from Tennessee, a mother of two working toward her goal of becoming a web developer. Bela recently shared her personal story of determination to complete her developer training.

Desmend from Illinois, who is taking what he learns in his Android developer course and sharing it with local high school students that he mentors -- teaching them about technology and the type of career opportunities offered to developers.

Sean from Alabama, a veteran using his course training to transition into the civilian workforce as an Android developer.

And Demetra from New York, who utilized the online training and forums to achieve her goal of advancing her skills in web development.

This scholarship effort is part of the Grow with Google initiative, which is aimed at helping create economic opportunities for Americans by offering free tools, training, and events. Udacity is excited to partner with Google on this powerful effort and together we look forward to seeing what these scholars will achieve in the coming year.

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http://developers.googleblog.com/2018/04/congratulations-to-grow-with-google-developer-scholars.html

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Showcase your innovations at the 2018 China-US Young Makers Competition

Posted by Bill Luan, Senior Program Manager & Greater China Regional Lead, Developer Relations

The 2018 China-U.S. Young Maker Competition launched this week by the event co-organizer Hackster.IO. Project submissions are now open to all makers, developers, and students ages 18-40 in both China and the United States. Google is the corporate sponsor for this year's competition.

Since 2014, this competition has been running annually in supporting the U.S.-China High-Level Consultation on People-to-People Exchange program. The competition encourages makers in both countries to create innovative products focusing on community development, education, environmental protection, health & fitness, energy, transportation and sustainable development.

Participants have the freedom to choose appropriate technologies to enable their innovations, and we encourage makers to consider open source technologies, such as TensorFlow and AIY Projects for artificial intelligence use cases, Android Studio for mobile applications, as well as Android Things for IoT solutions.

The top 10 projects in the U.S. will win an all-expenses-paid trip to Beijing, to compete against Chinese makers on August 13-17 for the chance at $30,000 in prizes. Further, there are 35 additional chances to win Google prizes! So join the competition, and let your innovation shine on the global stage!

For more details, please see the event announcement on Hackster.IO.

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http://developers.googleblog.com/2018/04/showcase-your-innovations-at-2018-china.html

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AIY Projects: Updated kits for 2018

Posted by Billy Rutledge, Director of AIY Projects

Last year, AIY Projects launched to give makers the power to build AI into their projects with two do-it-yourself kits. We're seeing continued demand for the kits, especially from the STEM audience where parents and teachers alike have found the products to be great tools for the classroom. The changing nature of work in the future means students may have jobs that haven't yet been imagined, and we know that computer science skills, like analytical thinking and creative problem solving, will be crucial.

We're taking the first of many steps to help educators integrate AIY into STEM lesson plans and help prepare students for the challenges of the future by launching a new version of our AIY kits. The Voice Kit lets you build a voice controlled speaker, while the Vision Kit lets you build a camera that learns to recognize people and objects (check it out here). The new kits make getting started a little easier with clearer instructions, a new app and all the parts in one box.

To make setup easier, both kits have been redesigned to work with the new Raspberry Pi Zero WH, which comes included in the box, along with the USB connector cable and pre-provisioned SD card. Now users no longer need to download the software image and can get running faster. The updated AIY Vision Kit v1.1 also includes the Raspberry Pi Camera v2.

AIY Voice Kit v2 includes Raspberry Pi Zero WH and pre-provisioned SD card

AIY Voice Kit v1.1 includes Raspberry Pi Zero WH, Raspberry Pi Cam 2 and pre-provisioned SD card

We're also introducing the AIY companion app for Android, available here in Google Play, to make wireless setup and configuration a snap. The kits still work with monitor, keyboard and mouse as an alternate path and we're working on iOS and Chrome companions which will be coming soon.

The AIY website has been refreshed with improved documentation, now easier for young makers to get started and learn as they build. It also includes a new AIY Models area, showcasing a collection of neural networks designed to work with AIY kits. While we've solved one barrier to entry for the STEM audience, we recognize that there are many other things that we can do to make our kits even more useful. We'll once again be at #MakerFaire events to gather feedback from our users and in June we'll be working with teachers from all over the world at the ISTE conference in Chicago.

The new AIY Voice Kit and Vision Kit have arrived at Target Stores and Target.com (US) this month and we're working to make them globally available through retailers worldwide. Sign up on our mailing list to be notified when our products become available.

We hope you'll pick up one of the new AIY kits and learn more about how to build your own smart devices. Be sure to share your recipes on Hackster.io and social media using #aiyprojects.

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http://developers.googleblog.com/2018/04/aiy-projects-updated-kits-for-2018.html

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Retrogaming on original consoles in HDMI on a budget

My sons (10 and 12) and I have been enjoying Retrogaming as a hobby of late. Sure there's a lot of talk of 4k 60fps this and that, but there's amazing stories in classing video games. From The Legend of Zelda (all of them) to Ico and Shadow of the Colossus, we are enjoying playing games across every platform. Over the years we've assembled quite the collection of consoles, most purchased at thrift stores.

Initially I started out as a purist, wanting to play each game on the original console unmodified. I'm not a fan of emulators for a number of reasons. I don't particularly like the idea of illegal ROM come up and I'd like to support the original game creators. Additionally, if I can support a small business by purchasing original game cartridges or CDs, I prefer to do that as well. However, the kids and I have come up with somewhat of a balance in our console selection.

For example, we enjoy the Hyperkin Retron 5 in that it lets us play NES, Famicom, SNES, Super Famicom, Genesis, Mega Drive, Game Boy, Game Boy Color, & Game Boy over 5 category ports. with one additional adapter, it adds Game Gear, Master System, and Master System Cards. It uses emulators at its heart, but it requires the use of the original game cartridges. However, the Hyperkin supports all the original controllers - many of which we've found at our local thrift store - which strikes a nice balance between the old and the new. Best of all, it uses HDMI as its output plug which makes it super easy to hook up to our TV.

The prevalence of HDMI as THE standard for getting stuff onto our Living Room TV has caused me to dig into finding HDMI solutions for as many of my systems as possible. Certainly you CAN use a Composite Video Adapter to HDMI to go from the classic Yellow/White/Red connectors to HDMI but prepare for disappointment. By the time it gets to your 4k flat panel it's gonna be muddy and gross. These aren't upscalers. They can't clean an analog signal. More on that in a moment because there are LAYERS to these solutions.

Some are simple, and I recommend these (cheap products, but they work great) adapters:

• Wii to HDMI Adapter - The Wii is a very under-respected console and has a TON of great games. In the US you can find a Wii at a thrift store for $20 and there's tens of millions of them out there. This simple little adapter will get you very clean 480i or 480p HDMI with audio. Combine that with the Wii's easily soft-modded operating system and you've got the potential for a multi-system emulator as well.
• PS2 to HDMI Adapter - This little (cheap) adapter will get you HTMI output as well, although it's converted off the component Y Cb/Pb Cr/Pr signal coming out. It also needs USB Power so you may end up leaching that off the PS2 itself. One note - even though every PS2 can also play PS1 games, those games output 240p and this adapter won't pick it up, so be prepared to downgrade depend on the game. But, if you use a Progressive Scan 16:9 Widescreen game like God of War you'll be very pleased with the result.
• Nintendo N64 - THIS is the most difficult console so far to get HDMI output from. There ARE solutions but they are few and far between and often out of stock. There's an RGB mod that will get you clean Red/Green/Blue outputs but not HDMI. You'll need to get the mod and then either do the soldering yourself or find a shop to do it for you. The holy grail is the UltraHDMI Mod but I have yet to find one and I'm not sure I want to pay $150 for it if I do.
• • The cheapest and easiest thing you can and should do with an N64 is get a Composite & C-Video converter box. This box will also do basic up-scaling as well, but remember, this isn't going to create pixels that aren't already there.
• Dreamcast - There is an adapter from Akura that will get you all the way to HDMI but it's $85 and it's just for Dreamcast. I chose instead to use a Dreamcast to VGA cable, as the Dreamcast can do VGA natively, then a powered VGA to HDMI box. It doesn't upscale, but rather passes the original video resolution to your panel for upscaling. In my experience this is a solid budget compromise.

If you're ever in or around Portland/Beaverton, Oregon, I highly recommend you stop by Retro Game Trader. Their selection and quality is truly unmatched. One of THE great retro game stores on the west coast of the US.

 

For legal retrogames on a budget, I also enjoy the new "mini consoles" you've likely heard a lot about, all of which support HDMI output natively!

• Super NES Classic (USA or Europe have different styles) - 21 classic games, works with HDMI, includes controllers
• NES Classic - Harder to find but they are out there. 30 classic games, plus controllers. Tiny!
• Atari Flashback 8 - 120 games, 2 controllers AND 2 paddles!
• C64 Mini - Includes Joystick and 64 games AND supports a USB Keyboard so you can program in C64 Basic

In the vein of retrogaming, but not directly related, I wanted to give a shootout to EVERYTHING that the 8BitDo company does. I have three of their controllers and they are amazing. They get constant firmware updates, and particularly the 8Bitdo SF30 Pro Controller is amazing as it works on Windows, Mac, Android, and Nintendo Switch. It pairs perfectly with the Switch, I use it on the road with my laptop as an "Xbox" style controller and it always Just Works. Amazing product.

If you want the inverse - the ability to use your favorite controllers with your Windows, Mac, or Raspberry Pi, check out their Wireless Adapter. You'll be able to pair all your controllers and use them on your PC - Xbox One S/X Bluetooth controller, PS4, PS3, Wii Mote, Wii U Pro wirelessly on Nintendo Switch with DS4 Motion and Rumble features! NOTE: I am NOT affiliated with 8BitDo at all, I just love their products.

We are having a ton of fun doing this. You'll always be on the lookout for old and classic games at swap meets, garage sales, and friends' houses. There's RetroGaming conventions and Arcades (like Ground Kontrol in Portland) and an ever-growing group of new friends and enthusiasts.

This post uses Amazon Referral Links and I'll use the few dollars I get from YOU uses them to buy retro games for the kids! Also, go subscribe to the Hanselminutes Podcast today! We're on iTunes, Spotify, Google Play, and even Twitter! Check out the episode where Matt Phillips from Tanglewood Games uses a 1995 PC to great a NEW Sega Megadrive/Genesis game in 2018!

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Sponsor: Announcing Raygun APM! Now you can monitor your entire application stack, with your whole team, all in one place. Learn more!

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© 2018 Scott Hanselman. All rights reserved.

     

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Time to Upgrade from GCM to FCM

Originally posted by Jen Person on the Firebase Blog.

In 2016, we unveiled Firebase Cloud Messaging (FCM) as the next evolution of Google Cloud Messaging (GCM). Since then, we've been working hard to make Firebase Cloud Messaging even more powerful than its predecessor. Like GCM, Firebase Cloud Messaging allows you to send notifications and data messages reliably to iOS, Android, and the Web at no cost. In addition, FCM includes a host of new features, such as an intuitive notifications interface in the Firebase console, better reporting, and native integrations with other Firebase products. With FCM, you can target and test notifications to re-engage your users with greater ease and efficiency.

We're excited to devote more time and attention to improving FCM. That's why today we're announcing that all developers will need to upgrade to FCM within a year. The GCM server and client APIs have been deprecated and will be removed as soon as April 11th, 2019. We recommend you upgrade sooner rather than later so you can start taking advantage of the new features we're building in FCM right away!

To help you through the upgrade, we've created a step-by-step migration guide and answered a few of the most common questions you'll probably have below.

What else is new in FCM?

Once you upgrade, you'll be able to use all of the new features and functionality available in FCM, like platform overrides and topic combinations. You'll also be able to send notifications directly from the Firebase console! What's more, FCM integrates seamlessly with other Firebase products like A/B Testing and Predictions.

Want to test different messages to see which one drives more conversions? You can use FCM with A/B Testing to run experiments to optimize your notifications. Want to engage users who are likely to churn or spend money in your app? You can use FCM with Predictions to target notifications to users based on their predicted behavior.

These are some of the awesome features you'll have at your fingertips with FCM. In the future, we'll be adding many more!

Will I still be able to send messages to my existing users?

If you have projects that are still using the GCM APIs, you will need to update your client and server code to use FCM before April 11, 2019. But rest assured, your existing GCM tokens will continue to work with FCM so you won't lose the ability to send messages to your existing users.

How do I upgrade?

The full process is outlined in our migration guide, or if you prefer video content, you can also check out this Firecast for details.

On a high level, upgrading consists of three main parts: console-side, app-side, and server-side.

• In the Firebase console, you'll need to create a new Firebase project using your app's existing Cloud Project ID.
• In your app, you'll need to make some code changes. The amount of changes will depend on what features of GCM you currently use, such as topic subscriptions and token generation.
• On the server side, you'll need to change the server endpoint from GCM to FCM.

Keep in mind that you don't have to complete all three parts of the process in one sitting - you can take it at your own pace. For example, you can choose to configure the console today and work on the app code another time. You're also free to update your app's code right now, and tackle the server-side requirements later.

What happens to my users who don't update their apps?

As long as users have GCM logic in their apps, they will still receive messages. FCM is backwards compatible with GCM, so even if you don't update your server endpoint now, you can still update your app's logic, and vice versa.

What data will Firebase collect and use? I'm concerned about privacy.

Please see the Firebase terms and the Firebase Privacy and Security Policy. You can disable Google Analytics for Firebase to reduce the amount of data that is collected, but keep in mind this will also disable some FCM features.

What if I still have questions?

We're here to help you through the upgrade process. Check out this nifty FAQ page as a start. We also encourage you to post your questions on StackOverflow. Or, feel free to reach out to Firebase support through any of these means.

To save you clicking time, here are some of the links that are also worth a read. Start with the upgrade guide, and then check out the other links to find out more.

• Migrating from GCM to FCM
• Migrate from Google Cloud Messaging to Firebase Cloud Messaging - Firecasts
• Migrating from GCM to FCM - FAQ
• Firebase support
• FCM Introduction
• About Firebase Cloud Messaging
• Example - Android Quickstart - Messaging
• Authorizing Send Requests

What if I already migrated?

Awesome! How'd it go? Tweet me at @ThatJenPerson to tell me what went well and what didn't. Sharing your experience helps us make improvements!

We look forward to welcoming you to FCM, the next evolution of GCM!

from
http://developers.googleblog.com/2018/04/time-to-upgrade-from-gcm-to-fcm.html

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Browse the updated Google I/O 2018 schedule and reserve seats for Sessions

The Google I/O 2018 schedule just got a big update!

Find additional Sessions and Codelabs, as well as new App Reviews, Office Hours, and After Hours events. Times and locations for all events are also now available, so you can start planning accordingly. New this year: we'll have a series of Keynote Sessions, which take a broader look at how the technology we build can impact the world around us! The I/O schedule is subject to change until the event, so check back often, and keep an eye out for scheduled Meetup events taking place at the Community Lounge to help you connect and network with other developers.

Attending in person

To help make it easier to attend your favorite talks and minimize lines, confirmed attendees will be able to reserve seats for Sessions in advance of I/O - as long as they’re signed in with the same email address used to register for the 2018 event. A portion of seats will still be available first-come, first-served onsite.

To reserve a seat:

• Navigate to google.com/io/schedule, sign in, and click on the ticket icon for each Session you want to reserve.
• If a particular Session has already reached the reservation capacity, you'll see an hourglass icon instead. If you've joined a waitlist and a spot opens up, we'll automatically change your reservation status to reserved.
• You can reserve as many Sessions as you'd like per day, but only one reservation/waitlist per time slot is allowed.
• Reservations will remain open until 1 hour before the start time for each Session.
• NOTE: Reservations are only available for Sessions, not other event types listed on the schedule.

Reserve seats via the main Schedule page…

…Or via the Session detail pages.

Anyone who's signed in can also star all event types listed on the schedule as a way to easily find them later on or on other devices.

In addition to more than 160 technical and Keynote Sessions, onsite guests will have the chance to explore various Sandbox domes, covering product areas like Android, Assistant, Design, IoT, Web, just to name a few. Sandboxes are dedicated spaces to learn and play with our latest products and platforms via interactive demos, physical installations, and more.

You can also take advantage of 100+ Office Hours and App Reviews. Office Hours gives you a chance to meet one-on-one with Google experts to ask all your technical questions, and App Reviews will give you the opportunity to receive advice and tips on your specific app-related projects.

Don't forget to save time in your schedule for Codelabs. Here, you'll have everything you need to learn about the latest and greatest Google technologies via self-paced tutorials, or bring your own machine and take your work home with you. Google staff will be on hand for helpful advice and to provide direction if you get stuck.

Joining remotely?

Don't worry - you're not alone and you won't miss a thing! We'll be livestreaming the majority of our Keynotes and Sessions from Shoreline. If you prefer to watch I/O with your developer community, find an I/O Extended viewing party near you.

We'll also let you experience I/O firsthand via our I/O Guides who will be touring the venue and giving you eyes on the ground.

I/O is only 27 days away! We'll continue to share updates in the upcoming weeks to help you get ready and make the most of this year's event. Stay tuned!

from
http://developers.googleblog.com/2018/04/updated-google-io-2018-schedule-and-session-reservations.html

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Highlights from TensorFlow Dev Summit 2018

Originally posted by Sandeep Gupta, Product Manager for TensorFlow, on behalf of the TensorFlow team on the TensorFlow Blog.

On March 30th, we held the second TensorFlow Developer Summit at the Computer History Museum in Mountain View, CA! The event brought together over 500 TensorFlow users in-person and thousands tuning into the livestream at TensorFlow events around the world. The day was filled with new product announcements along with technical talks from the TensorFlow team and guest speakers. Here are the highlights from the event:

Machine learning is solving challenging problems that impact everyone around the world. Problems that we thought were impossible or too complex to solve are now possible with this technology. Using TensorFlow, we've already seen great advancements in many different fields. For example:

• Astrophysicists are using TensorFlow to analyze large amounts of data from the Kepler mission to discover new planets.
• Medical researchers are using ML techniques with TensorFlow to assess a person's cardiovascular risk of a heart attack and stroke.
• Air Traffic Controllers are using TensorFlow to predict flight routes through crowded airspace for safe and efficient landings.
• Engineers are using TensorFlow to analyze auditory data in the rainforest to detect logging trucks and other illegal activities.
• Scientists in Africa are using TensorFlow to detect diseases in Cassava plants to improving yield for farmers.

We're excited to see these amazing uses of TensorFlow and are committed to making it accessible to more developers. This is why we're pleased to announce new updates to TensorFlow that will help improve the developer experience!

We're making TensorFlow easier to use

Researchers and developers want a simpler way of using TensorFlow. We're integrating a more intuitive programming model for Python developers called eager execution that removes the distinction between the construction and execution of computational graphs. You can develop with eager execution and then use the same code to generate the equivalent graph for training at scale using the Estimator high-level API. We're also announcing a new method for running Estimator models on multiple GPUs on a single machine. This allows developers to quickly scale their models with minimal code changes.

As machine learning models become more abundant and complex, we want to make it easier for developers to share, reuse, and debug them. To help developers share and reuse models, we're announcing TensorFlow Hub, a library built to foster the publication and discovery of modules (self-contained pieces of TensorFlow graph) that can be reused across similar tasks. Modules contain weights that have been pre-trained on large datasets, and may be retrained and used in your own applications. By reusing a module, a developer can train a model using a smaller dataset, improve generalization, or simply speed up training. To make debugging models easier, we're also releasing a new interactive graphical debugger plug-in as part of the TensorBoard visualization tool that helps you inspect and step through internal nodes of a computation graph in real-time.

Model training is only one part of the machine learning process and developers need a solution that works end-to-end to build real-world ML systems. Towards this end, we're announcing the roadmap for TensorFlow Extended (TFX) along with the launch of TensorFlow Model Analysis, an open-source library that combines the power of TensorFlow and Apache Beam to compute and visualize evaluation metrics. The components of TFX that have been released thus far (including TensorFlow Model Analysis, TensorFlow Transform, Estimators, and TensorFlow Serving) are well integrated and let developers prepare data, train, validate, and deploy TensorFlow models in production.

TensorFlow is available in more languages and platforms

Along with making TensorFlow easier to use, we're announcing that developers can use TensorFlow in new languages. TensorFlow.js is a new ML framework for JavaScript developers. Machine learning in the browser using TensorFlow.js opens exciting new possibilities, including interactive ML and support for scenarios where all data remains client-side. It can be used to build and train modules entirely in the browser, as well as import TensorFlow and Keras models trained offline for inference using WebGL acceleration. The Emoji Scavenger Hunt game is a fun example of an application built using TensorFlow.js.

We also have some exciting news for Swift programmers: TensorFlow for Swift will be open sourced this April. TensorFlow for Swift is not your typical language binding for TensorFlow. It integrates first-class compiler and language support, providing the full power of graphs with the usability of eager execution. The project is still in development, with more updates coming soon!

We're also sharing the latest updates to TensorFlow Lite, TensorFlow's lightweight, cross-platform solution for deploying trained ML models on mobile and other edge devices. In addition to existing support for Android and iOS, we're announcing support for Raspberry Pi, increased support for ops/models (including custom ops), and describing how developers can easily use TensorFlow Lite in their own apps. The TensorFlow Lite core interpreter is now only 75KB in size (vs 1.1 MB for TensorFlow) and we're seeing speedups of up to 3x when running quantized image classification models on TensorFlow Lite vs. TensorFlow.

For hardware support, TensorFlow now has integration with NVIDIA's TensorRT. TensorRT is a library that optimizes deep learning models for inference and creates a runtime for deployment on GPUs in production environments. It brings a number of optimizations to TensorFlow and automatically selects platform specific kernels to maximize throughput and minimizes latency during inference on GPUs.

For users who run TensorFlow on CPUs, our partnership with Intel has delivered integration with a highly optimized Intel MKL-DNN open source library for deep learning. When using Intel MKL-DNN, we observed up to 3x inference speedup on various Intel CPU platforms.

The list of platforms that run TensorFlow has grown to include Cloud TPUs, which were released in beta last month. The Google Cloud TPU team has already delivered a strong 1.6X performance increase in ResNet-50 performance since launch. These improvements will be available to TensorFlow users with the 1.8 release soon.

Enabling new applications and domains using TensorFlow

Many data analysis problems are solved using statistical and probabilistic methods. Beyond deep learning and neural network models, TensorFlow now provides state-of-the-art methods for Bayesian analysis via the TensorFlow Probability API. This library contains building blocks like probability distributions, sampling methods, and new metrics and losses. Many other classical ML methods also have increased support. As an example, boosted decision trees can be easily trained and deployed using pre-made high-level classes.

Machine learning and TensorFlow have already helped solve challenging problems in many different fields. Another area where we see TensorFlow having a big impact is in genomics, which is why we're releasing Nucleus, a library for reading, writing, and filtering common genomics file formats for use in TensorFlow. This, along with DeepVariant, an open-source TensorFlow based tool for genome variant discovery, will help spur new research and advances in genomics.

Expanding community resources and engagement

These updates to TensorFlow aim to benefit and grow the community of users and contributors - the thousands of people who play a part in making TensorFlow one of the most popular ML frameworks in the world. To continue to engage with the community and stay up-to-date with TensorFlow, we've launched the new official TensorFlow blog and the TensorFlow YouTube channel. We're also making it easier for our community to collaborate by launching new mailing lists and Special Interest Groups designed to support open-source work on specific projects. To see how you can be a part of the community, visit the TensorFlow Community page and as always, you can follow TensorFlow on Twitter for the latest news.

We're incredibly thankful to everyone who has helped make TensorFlow a successful ML framework in the past two years. Thanks for attending, thanks for watching, and remember to use #MadeWithTensorFlow to share how you are solving impactful and challenging problems with machine learning and TensorFlow!

from
http://developers.googleblog.com/2018/04/highlights-from-tensorflow-dev-summit.html

Hit The Ground Running With Vue.js And Firestore

Launchpad Accelerator expands with regional programs

Posted by Josh Yellin - Global Lead, Launchpad Accelerator

For the past five years, Launchpad has been connecting startups from around the world with the best of Google - its people, network, methodologies, and technologies. We have worked with market leaders including BrainQ (Israel), Flutterwave (Nigeria), Jumo (South Africa), Nestaway (India), and Nubank (Brazil), empowering their sustainable growth through high-touch programs in AI/ML implementation, leadership best-practices, and access to global capital.

In order to better support startup ecosystems in key regions, we're thrilled to expand Launchpad Accelerator by introducing new, standalone initiatives. Building on Google VP Yossi Matias's initial engagement with startups in Tel Aviv, we are introducing accelerators in Tel Aviv, Israel; Lagos, Nigeria; and São Paulo, Brazil. These regional accelerators are representative of our long-term commitment to support and learn from startup ecosystems around the world.

In Tel Aviv, we are working with Machine Learning startups. Our first class launched in March with four ML startups focused on healthcare technology solutions. If you are interested in joining our next class, you can find more information here.

In Lagos, we are working with seed-stage companies solving a range of market-related problems. Our first class, which also launched in March, includes 12 startups working across e-commerce, education, and supply chain. Learn more about the Launchpad Africa program here.

In São Paulo, we will be working with growth-stage companies that operate across a number of sectors. The application for Class One is currently open and will begin in May 2018. If you wish to apply, please do so here.

We will continue to operate a program in San Francisco for top growth-stage global startups. With the addition of accelerators in key regions, we are able to design more customized programs, develop stronger relationships with our partners on the ground, and support the growth of local startup ecosystems.

Stay updated on developments and future opportunities by subscribing to the Google Developers newsletter.

from
http://developers.googleblog.com/2018/04/launchpad-accelerator-expands-with.html

The Rise Of Intelligent Conversational UI

Google Fonts launches Korean support

Posted by the Google Fonts team

The Google Fonts catalog now includes Korean web fonts for designers and developers working with the nation's unique Hangul writing system. While some of the fonts themselves have been available in beta for years now, we introduced official support for Korean earlier this month after devising a more efficient means of serving Chinese, Japanese, and Korean (CJK) font files, which have very large character sets and file sizes.

We've always wanted to offer CJK fonts, and over the years we've worked on foundational technologies such as WOFF2 and CSS3 unicode-range in order to make this possible. Last year, Google engineers experimented with different approaches to slicing fonts into smaller subsets, and found that certain techniques had very good results that enabled this launch.

The Hangul script is distinct from Chinese Hanzi and Japanese Kanji characters. In some ways, it shares greater similarity with Western writing systems because it is constructed from a phonetic alphabet. Whereas the visual features of Hanzi and Kanji logograms give no direct indication of their pronunciation, Hangul is a phonographic script in which written words are built from their constituent sounds.

Hangul starts with a set of 19 consonants and 21 vowels (1). When writing a sentence, individual characters are first identified (2), then combined into blocks that represent compete words (3), and finally conjugated and arranged in grammatical form to create a sentence (4).

Despite the elegant logic underlying Hangul script, Korean fonts present the same basic difficulty for developers that Chinese and Japanese fonts do. Hangul characters may be constructed from just 40 basic elements, but the final forms add up quickly. Korean fonts eventually require over ten thousand characters, meaning the files are too large for most users to download so that they will appear instantly upon visiting a website. A typical full Korean font hovers around 4Mb, whereas even fairly extensive Latin fonts rarely exceed 250Kb.

During the time that Korean fonts were only available on the Google Fonts Early Access system, we were surprised that many web developers were willing to accept the latency implications of serving full font files to their users. Still, in order to graduate these fonts out of our Early Access system, we needed to devise a way for them to work for a wider cross-section of web users, especially those with relatively slow connections.

The Google Fonts API offers larger font files as several subsets, such as "latin" and "cyrillic." When the service launched, these subsets had to be selected by developers. For a few years, we've enabled the 'unicode-range' property of CSS3 for browsers that support it. This means when a large font file is sliced into subsets, the ranges of the Unicode characters in each subset are declared as part of the @font-face declaration. This allows browsers to fetch only a particular subset when those characters appear in a web page.

One of the key benefits of the Google Fonts API is cross-site caching, and this benefit continues to apply to the delivery of font subsets through unicode-range. The font files we serve are used by many domains, so after you visit a site and your browser downloads its fonts, the files are saved in the browser's cache. Then the next time you visit another site that uses the same font files, there's no need for your browser to download it again. This latency benefit only increases over time, and since the many subsets of large font files are cached the same way, you'll see the same cross-site benefits with our CJK fonts.

Over the years we have worked with the W3C and browser developers to ensure that unicode-range would become well supported. Now that Chrome, Firefox, Safari, and Edge have shipped this feature, there is enough support to enable a new means of delivering Korean web fonts that works seamlessly for these browsers.

Support for the unicode-range feature has become widespread, according to caniuse.com

In order maximize efficiency, we wanted to know which characters it made the most sense to cluster together in a subset. We devised a slicing strategy by analyzing text on the Korean-language web to extract patterns of Unicode characters, building topic models of which ones tend to appear together on the same page.

As we evaluated different slicing strategies to decide which Korean characters to include in each subset, our goal was to minimize both the number of subsets and the number of requests. If we sliced the script into 1,000 arbitrary subsets, without factoring in usage and commonality, we would get way too many HTTP requests. We built a testing framework to see how a variety of strategies worked with real-world traffic using our Early Access system, and we launched Korean fonts in our directory with the most efficient one we've found so far.

Strategy 1 is no slicing. The best strategy had 20 times fewer connection requests than the worst, which simply divides the font into equal parts without accounting for patterns of language use.

Moving forward, we think we can do even better. With our scale, a small improvement can justify a lot of effort. By continuing to use our testing framework on different approaches to slicing, we can tune our serving to be as efficient as possible. For the web developers who use our API, and all end users, these kinds of changes are totally transparent and don't require any further work on your part. For example, when WOFF2 came out in 2015, every user with a browser supporting WOFF2 got a 25% faster experience. We transparently make things better for all users on an ongoing basis, and there's enormous potential for future improvements in the delivery of CJK fonts.

This launch began with five Korean fonts originally designed by the leading Korean type foundry Sandoll for Naver. Since the initial launch, we have grown the collection to 23 Korean families, and to showcase them we commissioned a digital specimen website from Math Practice, a digital design studio in New York City. Here you can see beautiful Korean typography in action—and with fast page loads made possible by our new slicing technique.

Thanks to SooYoung Jang, Irin Kim, E Roon Kang, Wonyoung So, Guhong Min, Hannah Son, Aaron Bell, Marc Foley, and all the typeface designers involved in growing the Korean fonts collection and developing the minisite.

from
http://developers.googleblog.com/2018/04/google-fonts-launches-korean-support.html

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A Journey Through The World Of Music (April 2018 Desktop Wallpapers)

Easier functional and integration testing of ASP.NET Core applications

In ASP.NET 2.1 (now in preview) there's apparently a new package called Microsoft.AspNetCore.Mvc.Testing that's meant to help streamline in-memory end-to-end testing of applications that use the MVC pattern. I've been re-writing my podcast site at https://hanselminutes.com in ASP.NET Core 2.1 lately, and recently added some unit testing and automatic unit testing with code coverage. Here's a couple of basic tests. Note that these call the Razor Pages directly and call their OnGet() methods directly. This shows how ASP.NET Core is nicely factored for Unit Testing but it doesn't do a "real" HTTP GET or perform true end-to-end testing.

These tests are testing if visiting URLs like /620 will automatically redirect to the correct full canonical path as they should.

[Fact]

public async void ShowDetailsPageIncompleteTitleUrlTest()

{

    // FAKE HTTP GET "/620"

    IActionResult result = await pageModel.OnGetAsync(id:620, path:"");


    RedirectResult r = Assert.IsType<RedirectResult>(result);

    Assert.NotNull(r);

    Assert.True(r.Permanent); //HTTP 301?

    Assert.Equal("/620/jessica-rose-and-the-worst-advice-ever",r.Url);

} 


[Fact]

public async void SuperOldShowTest()

{

    // FAKE HTTP GET "/default.aspx?showId=18602"

    IActionResult result = await pageModel.OnGetOldShowId(18602);


    RedirectResult r = Assert.IsType<RedirectResult>(result);

    Assert.NotNull(r);

    Assert.True(r.Permanent); //HTTP 301?

    Assert.StartsWith("/615/developing-on-not-for-a-nokia-feature",r.Url);

}

I wanted to see how quickly and easily I could do these same two tests, except "from the outside" with an HTTP GET, thereby testing more of the stack.

I added a reference to Microsoft.AspNetCore.Mvc.Testing in my testing assembly using the command-line equivalanet of "Right Click | Add NuGet Package" in Visual Studio. This CLI command does the same thing as the UI and adds the package to the csproj file.

dotnet add package Microsoft.AspNetCore.Mvc.Testing -v 2.1.0-preview1-final

It includes a new WebApplicationTestFixture that I point to my app's Startup class. Note that I can take store the HttpClient the TestFixture makes for me.

public class TestingMvcFunctionalTests : IClassFixture<WebApplicationTestFixture<Startup>>

{

    public HttpClient Client { get; }

    

    public TestingMvcFunctionalTests(WebApplicationTestFixture<Startup> fixture)

    {

        Client = fixture.Client;

    }

}

No tests yet, just setup. I'm using SSL redirection so I'll make sure the client knows that, and add a test:

public TestingMvcFunctionalTests(WebApplicationTestFixture<Startup> fixture)

{

    Client = fixture.Client;

    Client.BaseAddress = new Uri("https://localhost");

}


[Fact]

public async Task GetHomePage()

{

    // Arrange & Act

    var response = await Client.GetAsync("/");


    // Assert

    Assert.Equal(HttpStatusCode.OK, response.StatusCode);

}

This will fail, in fact. Because I have an API Key that is needed to call out to my backend system, and I store it in .NET's User Secrets system. My test will get an InternalServerError instead of OK.

Starting test execution, please wait...

[xUnit.net 00:00:01.2110048]   Discovering: hanselminutes.core.tests

[xUnit.net 00:00:01.2690390]   Discovered:  hanselminutes.core.tests

[xUnit.net 00:00:01.2749018]   Starting:    hanselminutes.core.tests

[xUnit.net 00:00:08.1088832]     hanselminutes_core_tests.TestingMvcFunctionalTests.GetHomePage [FAIL]

[xUnit.net 00:00:08.1102884]       Assert.Equal() Failure

[xUnit.net 00:00:08.1103719]       Expected: OK

[xUnit.net 00:00:08.1104377]       Actual:   InternalServerError

[xUnit.net 00:00:08.1114432]       Stack Trace:

[xUnit.net 00:00:08.1124268]         D:\github\hanselminutes-core\hanselminutes.core.tests\FunctionalTests.cs(29,0): at hanselminutes_core_tests.TestingMvcFunctionalTests.<GetHomePage>d__4.MoveNext()

[xUnit.net 00:00:08.1126872]         --- End of stack trace from previous location where exception was thrown ---

[xUnit.net 00:00:08.1158250]   Finished:    hanselminutes.core.tests

Failed   hanselminutes_core_tests.TestingMvcFunctionalTests.GetHomePage

Error Message:

 Assert.Equal() Failure

Expected: OK

Actual:   InternalServerError

Where do these secrets come from? In Development they come from user secrets.

public Startup(IHostingEnvironment env)

{

    this.env = env;

    var builder = new ConfigurationBuilder();


    if (env.IsDevelopment())

    {

        builder.AddUserSecrets<Startup>();

    }

    Configuration = builder.Build();

}

But in Production they come from the ENVIRONMENT. Are these tests Development or Production...I must ask myself.  They are Production unless told otherwise. I can override the Fixture and tell it to use another Environment, like "Development." Here is a way (given this preview) to make my own TestFixture by deriving and grabbing and override to change the Environment. I think it's too hard and should be easier.

Either way, the real question here is for me - do I want my tests to be integration tests in development or in "production." Likely I need to make a new environment for myself - "testing."

public class MyOwnTextFixture<TStartup> : WebApplicationTestFixture<Startup> where TStartup : class

{

    public MyOwnTextFixture() { }


    protected override void ConfigureWebHost(IWebHostBuilder builder)

    {

        builder.UseEnvironment("Development");

    }

}

However, my User Secrets still aren't loading, and that's where the API Key is that I need.

BUG?: There is either a bug here, or I don't know what I'm doing. I'm loading User Secrets in builder.AddUserSecrets<Startup> and later injecting the IConfiguration instance from builder.Build() and going "_apiKey = config["SimpleCastAPIKey"];" but it's null. The config that's injected later in the app isn't the same one that's created in Startup.cs. It's empty. Not sure if this is an ASP.NE Core 2.0 thing or 2.1 thing but I'm going to bring it up with the team and update this blog post later. It might be a Razor Pages subtlety I'm missing.
For now, I'm going to put in a check and manually fix up my Config. However, when this is fixed (or I discover my error) this whole thing will be a pretty nice little set up for integration testing.

I will add another test, similar to the redirect Unit Test but a fuller integration test that actually uses HTTP and tests the result.

[Fact]

public async Task GetAShow()

{

    // Arrange & Act

    var response = await Client.GetAsync("/620");


    // Assert

    Assert.Equal(HttpStatusCode.MovedPermanently, response.StatusCode);

    Assert.Equal("/620/jessica-rose-and-the-worst-advice-ever",response.Headers.Location.ToString());

}

There's another issue here that I don't understand. Because have to set Client.BaseAddress to https://localhost (because https) and the Client is passed into fixture.Client, I can't set the Base address twice or I'll get an exception, as the Test's Constructor runs twice, but the HttpClient that's passed in as a lifecycler that's longer. It's being reused, and it fails when setting its BaseAddress twice.

Error Message:

 System.InvalidOperationException : This instance has already started one or more requests. Properties can only be modified before sending the first request.

BUG? So to work around it I check to see if I've done it before. Which is gross. I want to set the BaseAddress once, but I am not in charge of the creation of this HttpClient as it's passed in by the Fixture.

public TestingMvcFunctionalTests(MyOwnTextFixture<Startup> fixture)

{

    Client = fixture.Client;

    if (Client.BaseAddress.ToString().StartsWith("https://") == false)

        Client.BaseAddress = new Uri("https://localhost");

}

Another option is that I create a new client every time, which is less efficient and perhaps a better idea as it avoids any side effects from other tests, but also feels weird that I should have to do this, as the new standard for ASP.NET Core sites is to be SSL/HTTPS by default..

public TestingMvcFunctionalTests(MyOwnTextFixture<Startup> fixture)

{

    Client = fixture.CreateClient(new Uri(https://localhost));

}

I'm still learning about how it all fits together, but later I plan to add in Selenium tests to have a full, complete, test suite that includes the browser, CSS, JavaScript, end-to-end integration tests, and unit tests.

Let me know if you think I'm doing something wrong. This is preview stuff, so it's early days!

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