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Create intelligent features and enable new experiences for your apps by leveraging powerful on-device machine learning. Learn how to build, train, and deploy machine learning models into your iPhone, iPad, Apple Watch, and Mac apps.

Core ML

Core ML delivers blazingly fast performance with easy integration of machine learning models, allowing you to build apps with intelligent new features using just a few lines of code. Easily add pre-built machine learning features into your apps using APIs powered by Core ML or use Create ML for more flexibility and train custom Core ML models right on your Mac. You can also convert models from other training libraries using Core ML Converters or download ready-to-use Core ML Atlanta small business association. models.

With Apple's App Store becoming the easiest, fastest, and safest way to install apps on your Mac, the need for installing software from a physical medium like DVDs is starting to become a thing of the past. However from time to time you may still find yourself needing to install an application from a CD or DVD that you have. To do this, click on the Apple icon at the top of your screen, then select ‘About This Mac’. Click ‘System Report’ and then go to the ‘Software’ section. Click ‘Applications’ and you’ll see a list. It installs an app named Install Version Name. Open that app from your Applications folder to begin installing the operating system. MacOS Sierra 10.12 can upgrade El Capitan, Yosemite, Mavericks, Mountain Lion, or Lion; OS X El Capitan 10.11 can upgrade Yosemite, Mavericks, Mountain Lion, Lion, or Snow Leopard.

Machine Learning APIs

Bring on-device machine learning features, like object detection in images and video, language analysis, and sound classification, to your app with just a few lines of code.

Vision

Build features that can process and analyze images and video using computer vision.

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Natural Language

Process and make sense of text in different ways, like embedding or classifying words.

Speech

Take advantage of speech recognition and saliency features for a variety of languages.

Sound

Analyze audio and recognize it as a particular type, such as laughter or applause.

Create ML

Create ML lets you quickly build and train Core ML models right on your Mac with no code. The easy-to-use app interface and models available for training make the process easier than ever, so all you need to get started is your training data. You can even take control of the training process with features like snapshots and previewing to help you visualize model training and accuracy.

Models

Download models that have been converted to the Core ML format and are ready to be integrated into your app.

Resources

Access tools like Core ML Converters that let you convert a model to Core ML from another format.

With Messages for Mac, you can send unlimited messages to any Mac, iPhone, iPad, or iPod touch that uses iMessage, Apple's secure-messaging service. iPhone owners can use it for SMS and MMS messages, too.

Set up iMessage

iMessage is the Apple messaging service you get automatically with your Apple ID.If Messages asks you to sign in, use the same Apple ID that you use with Messages on your iPhone and other devices. It's usually the same Apple ID that you use for iCloud, the iTunes Store, the App Store, and the account you created when you first set up your Mac.

Learn what to do if you get an error when trying to sign in to iMessage.

Have a conversation

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  1. Click the New Message button at the top of the Messages window.
  2. Type the recipient's name, email address, or phone number, or click and choose a recipient. If they're in your Contacts app, Messages finds them as you type. To start a group conversation, just add more recipients.
  3. Type your message in the field at the bottom of the window, then press Return to send it.
    • To include emoji, click .
    • To include an image or other file, just drag or paste it into the message field.
    • To include an audio recording, click and record your message.
    • To add other items, such as Memoji stickers, GIFs, and message effects, click the apps button .
  4. After starting a conversation, click the Information button (or Details) in the upper-right corner of the window to take actions such as these:
    • Use FaceTime to start an audio call or video call .
    • Share a screen .
    • Hide alerts, so that you aren't disturbed by notifications about the conversation.
    • Share your location temporarily or indefinitely, or send your current location. You can also see the recipient's location—if they're sharing their location with you.
    • See all of the photos and files that were exchanged in the conversation.
    • Customize the group, such as by changing the group's name or photo, adding members to the group, or leaving the group. If the group has four or more members, you can remove members: Control-click the member's name, then choose Remove from Conversation.

New in macOS Big Sur

macOS Big Sur introduces new features to improve conversations:

  • Pin a conversation to the top of the conversation list so that you can quickly get to it. Just Control-click the conversation to open a shortcut menu, then choose Pin.
  • Help bring your message to the attention of a group member: Either click their name after you type it, or include the @ symbol before their name: “@Jocelyn, see you then!” When you mention someone, their name is highlighted in the message, and they will receive a notification letting them know they’ve been mentioned.
  • Create an inline reply to a specific message in a conversation: Control-click the message to open a shortcut menu, then choose Reply. Or click a bubble to select it, then press Command-R.
  • Use iMessage apps to add effects to your message.

Use iMessage apps

Starting with macOS Big Sur, Messages includes iMessage apps near the message field. Use it to choose items from your Photos library, add Memoji stickers, add trending GIFs using #images, and use Message Effects such as balloons, confetti, or lasers.

Add a tapback to a message

A Tapback is a quick response that expresses what you think about a message, such as that you like it or think it's funny. Your Tapback is visible to everyone in the conversation who is using iMessage.

  1. Control-click a message bubble to open a shortcut menu.
  2. Choose Tapback from the menu.
  3. Click a Tapback to add it to the message bubble.

Here's another way to add a Tapback: Click a bubble to select it, then press Command-T.

Use Siri to send messages

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You can also use Siri to send, read, and reply to Messages. Examples:

  • ”Send a message to Susan and Johnny saying I'll be late' or ”Tell Johnny Appleseed the show is about to start” or ”Text a message to 408 555 1212.”
  • ”Read the last message from Brian Park” or ”Read my new messages.”
  • ”Reply that's great news” or ”Tell him I'll be there in 10 minutes.”

Send text messages to anyone

If you have an iPhone with a text messaging plan, learn how to set up text message forwarding so you can send and receive SMS and MMS messages from your Mac.

Delete a message or conversation

When you delete a message or conversation, it's permanent: You can't get it back.

Delete a message

  1. Click a message bubble to select it.
  2. Choose Edit > Delete.
Adding

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Delete a conversation

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  1. Control-click a conversation to open a shortcut menu.
  2. Choose Delete Conversation.
  3. Click Delete.

FaceTime is not available in all countries or regions.