What new in Android n and Tensor Flow - Updates from Google #IO16
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What new in Android N, Firebase, Machine Learning, Vulkan, and Tensor Flow - APIs and more updates from announced at Google #IO16
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What new in Android n and Tensor Flow - Updates from Google #IO16
- 1. Android N and TensorFlow
- 2. Hi, I am Dhananjay Pandit Computer Engineering graduate – Class of 2016 Part of GBG Mumbai for the last 2 years Google Student Ambassador Mentor for Python courses at Mentive AI and Machine Learning enthusiast My brief intro
- 4. Overview 12th version of Android, the previous version being Marshmallow. Disclaimer: What follows is not a comprehensive list of the features. I have select only the noteworthy ones which I felt would be useful for you. Cupcake – Donut – Éclair – Froyo – Gingerbread – Honeycomb - Ice Cream Sandwich - Jelly Bean – KitKat – Lollipop – Marshmallow - N
- 6. What’s ‘N’ew
- 7. What’s ‘N’ew
- 8. Multi-window Support Direct Reply from notification bar What’s ‘N’ew
- 9. Paginated Quick Settings On the Air system updates What’s ‘N’ew
- 10. Doze! Battery that works smart, not hard! What’s ‘N’ew
- 11. ● Tap-to-Pay ● Works on any device with NFC support. ● Arriving in India, soon. Desserts for Developers - Android Pay API
- 12. ● Unifies 7 context and location signals. ● Helps reduce resource utilization. ● Coming soon. Link to sign up for early access - https://goo.gl/H3oFGb Desserts for Developers - Awareness API
- 13. • Profile-guided Just in Time(JIT) and Ahead of Time(AOT) Compilation • Project Svelte: Background Optimizations • File based encryption • Number Blocking • Call Screening • Data Saver • Multi-locale Support • More Languages • New Emojis More features of Android N
- 15. Screenshot of the early implementation of Vulkan API Vulkan
- 16. Screenshot of a game running on the new Vulkan API Vulkan
- 17. • The Android platform includes an Android-specific implementation of the Vulkan API • It is a modern 3D graphics API giving developers direct access to the GPU. Vulkan
- 19. Via Google Search Via a shared link Via NFC
- 20. • Android Instant Apps enables Android apps to run instantly, without requiring installation. • As a developer, you won’t need to build a new, separate app. It’s the same Android APIs, same project, same source code, simply update your existing Android app to take advantage of Instant Apps functionality. Android Instant Apps
- 21. • Daydream is a platform for high quality, mobile virtual reality providing rich, responsive, and immersive experiences with hardware and software. • Google hasn't yet made public the exact minimum specifications that are needed for a phone to be certified as Daydream-ready Google VR - Daydream
- 22. • New rules for password policies. • Better integration of work and personal contacts. • Disabling of location functions for work apps while allowing them for personal apps. • Custom lock screen messages. "Think different." • And more… Android for Work
- 24. Machine Learning 101 - Let us first look at what *IS* Machine Learning before looking into TensorFlow - In the mood to shop for mangoes?! Refer Google Keep note! Due credits to Pararth Shah for writing this post on Quora. - How do *YOU* choose mangoes?
- 25. Not so fast! Some mangoes might not be as sweet as you’d like
- 26. She likes apples NOT mangoes!
- 27. Apply ML to buy any fruit you want!
- 28. Steps in Machine Learning - Collect data - Process data - Train model - Test data
- 29. • ML algorithms are an evolution over normal algorithms. They make your programs "smarter", by allowing them to automatically learn from the data you provide. Making your algorithms smart, so that you don't need to be!
- 30. Machine Learning is NOT…
- 31. TensorFlow Video
- 32. • For search ranking on www.google.com • Automatically generate email responses (Inbox smart replies – I’m in, Will do!) • Optical character recognition to enable real-time translation (Google Translate) http://playground.tensorflow.org TensorFlow Applications
- 34. Classified as “Military Uniform” with 64% confidence
- 38. - Firebase is a cloud services provider and backend as a service company. - Number of products for software developers building mobile or web applications including a real- time cloud database. - This allows developers to store and sync data across multiple clients.
- 39. Unified App Platform - Earlier: Multiple tools like SQL Server, IDEs; Diff tools for diff tasks - Now: One tool! Developer experience matters - Work across platforms: iOS, Web, or Android. - Integrate: one SDK, one console, and one place to go for documentation and support. - Crash reporting allows the app to be robust - Analytics gives you more insight
- 40. Cloud Messaging - Firebase Cloud Messaging is a cross-platform messaging solution delivering messages and notifications to Android, iOS or the Web. - Messages can be sent to individual devices, groups of devices, or even topics that devices are subscribed to. - Powerful and scalable with 95% of messages delivered within 250 milliseconds. - Firebase Cloud Messaging is the successor to Google Cloud Messaging
- 41. • Database • Authorisation and Hosting • Messaging, Store, Remote Configuration • Test lab • Notifications • Dynamic Links • AdMob New features of Firebase
- 42. My personal favourite – Mar I/O
Editor's Notes
- Google hasn’t yet decided upon a name for Android N. Suggest a name at the URL above. Help to get it named after your favourite confectionery!
- Let’s look at what’s new in terms of UX first Swipe out side menu Easy switching between tabs Night mode Can be used at places where you don’t want your screen blasting light everywhere
- More information up front Updated notification templates Bundled notifications. Updated settings layout – Can see which WiFi, Bluetooth device you are connected to
- Multi window: Run 2 apps side-by-side in portrait or landscape mode Quick apps switching between current and previous. Just like a TV remote. Directly reply from the notification bar
- - Paginated quick settings will allow you to add more handy settings like torch, compass, etc Remember that annoying little message box – Android is upgrading – which seemed to take forever!? Well, its history now OTA updates: Phone updates in the background and the next time you restart, you have updated version.
- Doze: Now in Android N, Doze takes a step further and saves battery while on the go. This means users can save battery even when carrying their devices in their pockets.
- Something new for the devs No need to take out your card. Setup your account on Android Pay and just tap your phone to pay the bill Extremely safe and secure No scope of credit card frauds
- 7 signals: Time, location, places, beacons, headphones, activity and weather
- Profile-guided compilation improves runtime performance, saves storage space, and speeds up app updates and system updates. JIT: 75% faster app installation. 50% reduction in compiled code size Svelte: Minimize RAM use by optimizing the way apps run in the background. Supports number blocking in the platform and provides a framework API to let service providers maintain a blocked-number list. Better support bilingual use-cases ANDROID WEAR 2.0 :- Standalone apps with direct connectivity access
- How can you use Android N to help your business and company grow?
- How many of you play games on your phones? Well that number is just about to increase Here’s presenting the Vulkan API!
- The same Vulkan API can be used to design games for both mobile and desktop OpenGL was its predecessor Vulkan is a low-overhead, cross-platform API for high-performance, 3D graphics Squeezes more effects per frame without a drop in frame rate
- I want you to take a look at the image on the screen Imagine you are a business which has its own app But your users do not install your app Still they can access the content present on your app How is that possible? Too good to be true? Well that’s what Android Instant Apps is all about!
- Backward compatible till Android Jellybean (Android 4.1+ and API Level 16)
- With Instant Apps, a tap on a URL can open right in an Android app, even if the user doesn’t have that app installed. This feature hasn’t released yet but you can request for Early Access!
- - Coming Fall 2016 - It encompasses both hardware and software and is a more advanced successor to Cardboard. - None of our current phones except the Nexus 6P are compatible with Daydream!
- This is Google's system for allowing a company to have some control over your work phone. Apps can be temporarily suspended – We warned you about spending too much time on Facebook! :P And other little things like locking down the wallpaper and user icon.
- Let us first look at what *IS* Machine Learning before looking into TensorFlow In the mood to shop for mangoes?! Refer Google Keep note! Due credits to Pararth Shah for writing this post on Quora. How do *YOU* choose mangoes?
- Some mangoes might not be as sweet as you’d like
- She likes apples NOT mangoes!
- Apply ML to buy any fruit you want!
- Collect data Process data Train model Test data
- And DEFINITELY not….
- TensorFlow video
- TensorFlow provides a Python API, as well as a less documented C/C++ API. Gives you the ability to use ML algorithms without worrying about the implementation
- It reportedly can differentiate between different breeds and species as well!
- Grace Hopper – American – Early computer scientist
- I hope I have created enough interest in you about Machine Learning. Here are a few links where you can learn more!
- Firebase is a cloud services provider and backend as a service company. Number of products for software developers building mobile or web applications including a real-time cloud database. This allows developers to store and sync data across multiple clients.
- Earlier: Multiple tools like SQL Server, IDEs; Diff tools for diff tasks Now: One tool! Developer experience matters Work across platforms: iOS, Web, or Android. Integrate: one SDK, one console, and one place to go for documentation and support. Crash reporting allows the app to be robust Analytics gives you more insight
- Firebase Cloud Messaging is a cross-platform messaging solution delivering messages and notifications to Android, iOS or the Web. Messages can be sent to individual devices, groups of devices, or even topics that devices are subscribed to. Powerful and scalable with 95% of messages delivered within 250 milliseconds. Firebase Cloud Messaging is the successor to Google Cloud Messaging
- I’d like to end by showing you MY favourite implementation of a ML algorithm. Any guesses what it might be looking at the title?