What is machine learning?
SEPTEMBER 03, 2024
2 MIN READ
AI FOR: Beginners
Machine learning, a transformative technology at the core of artificial intelligence (AI), utilizes data and algorithms to emulate human learning processes. It underpins conversational search, predictive text, and more in AI-powered Copilot. Learn about the definition of machine learning, its mechanisms, and how it enhances the capabilities of Copilot.
What is the definition of machine learning?
Machine learning is a subset of the larger field dedicated to crafting intelligent machines. It empowers computers to learn from data and enhance their performance autonomously, without explicit programming. As a self-learning process, it aligns with AI's goal: creating computer models that mimic human intelligence. Machine learning achieves this by utilizing algorithms and data to train brain-like systems in pattern recognition and decision-making. It’s what makes Copilot’s image and text generation capabilities possible.
How does machine learning work?
Imagine you want to teach a computer to identify whether an email is spam or not. In traditional programming, you would write explicit rules for classifying emails. But in machine learning, you feed the computer thousands of emails, both spam and legitimate ones. The machine learns by analyzing these examples and finding patterns. As it digests more data, it becomes better at distinguishing spam from real emails. Machine learning relies on algorithms, which are like recipes for computers. These algorithms process data, learn from it, and make predictions or decisions. Copilot is equipped with high-quality data and algorithms to deliver high-quality, tailored content and information.
Credit: Image created with AI
How does Copilot use AI machine learning?
Copilot harnesses the power of AI machine learning to elevate the user experience, enabling the following capabilities:
Contextual assistance
Copilot employs machine learning to offer contextual assistance that adapts to your needs. Whether you’re drafting an email, writing poetry, planning a trip, or researching a topic, Copilot can help suggest relevant information. From brainstorming gift ideas to learning a new skill, use Copilot can help you gather information and resources quickly.
For enhanced performance during peak usage, you can upgrade to Copilot Pro so you have assistance when it’s most important.
Text and images to order
Copilot can produce text and images based on your text input, also known as your prompt. Simply enter a descriptive prompt asking Copilot to generate text or an image related to any subject or style. Using machine learning and natural language processing, Copilot will then produce writing or visuals based on your request. Because Copilot is conversational, you can keep asking for tweaks until you receive the output you’re after.
Predictive text enhancement
Machine learning within Copilot enhances its predictive text capabilities, enabling it to anticipate your writing style and intent. Whether you're composing an email or a document, Copilot can help suggest word choices and sentence structures that align with your unique voice, saving you time and ensuring your content is tailored to you.
Thanks to machine learning, the more you use Copilot, the better its results. That’s one way it’s always evolving to enhance efficiency and productivity for users. Try Copilot and the Copilot mobile app today for AI assistance anytime, anywhere.
- Features and functionality subject to change.
- Articles are written specifically for the United States market; features, functionality, and availability may vary by region.
- At Microsoft, we are always updating and testing features to offer our users the best possible experiences as we experiment with new approaches to functionality. To improve the user experience and streamline our tools that empower creativity, Bing Image Creator is now Designer and Bing Chat is now Copilot. Create wow-worthy images with your words and AI with Designer, and try Copilot, your AI-powered search assistant for the web.
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