Artificial intelligence has been through massive changes and has grown by huge margins in recent times with the adoption of generative AI. The market capitalization of the AI industry is above $7 billion and will grow by huge margins in the future. One of the key factors that drives the growth of AI is machine learning. It is an important field in AI that helps in learning from data to improve accuracy in prediction of outcomes.
You can find some of the top machine learning examples in real life that have been garnering attention across different industries. Understanding real-world examples of machine learning can help identify its potential and use it for productive applications. Let us learn more about the most interesting examples of machine learning in real life.
Top Examples of Machine Learning in Real Life
Artificial intelligence and machine learning are everywhere around us, and you may be using it in some way without even knowing about it. Here are some of the top examples of machine learning in the real world.
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Social Media
One of the best machine learning examples points to the ways in which social media platforms utilize machine learning for personalization of news feeds and targeting ads. Machine learning can offer suggestions for people you can become friends with on social media platforms. It can also help in extracting information from videos and images for identifying objects and recommending similar content.
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Online Customer Support
Almost all websites offer a feature for chatting with customer support representatives. The prominent highlight among ML examples is the use of chatbots to offer customer support and answer their queries. The chatbot would improve its responses continuously with time by learning from its interactions with the help of machine learning.
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Product Recommendations
E-commerce stores also use machine learning to offer personalized product recommendations. The stores use machine learning to recommend products based on your previous purchases and interactions with the website.
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Automated Transportation
The answers to ‘What are real-life examples of machine learning?’ also draw attention to automated transportation. Self-driving cars have become a reality due to the use of machine learning to leverage Google Maps for sourcing location data.
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Music Streaming
Machine learning has a major impact on the music streaming industry by enabling mood analysis to improve user experiences. ML algorithms analyze the listening history and physiological responses to understand the user’s mood and recommend songs accordingly.
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Predictive Text
Do you know that machine learning examples also work for the autocorrect option in your smartphones? ML algorithms learn from typing habits, contextual patterns, and frequently used words to predict the next word in a sentence.
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Healthcare Applications
Machine learning can also help improve diagnoses in the domain of healthcare. ML algorithms also help in management of medical data, patient monitoring and management, and medical data analysis.
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Traffic Predictions
The references to machine learning examples in real world also point to traffic predictions. Machine learning algorithms can help calculate the quickest route, thereby helping emergency vehicles such as ambulances reach their destination.
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Agriculture
The applications of machine learning algorithms in the real world could also have a significant influence on agriculture. The top machine learning examples in agriculture point to the ways in which ML can provide valuable insights for farming techniques and selection of crops.
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Workplace Safety
AI-based systems can leverage machine learning to reduce workplace accidents through detection of potentially ill employees. Machine learning can help organizations in effective management of natural disasters.
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Fraud Detection
Machine learning also plays a vital role in improving cybersecurity through fraud detection. For example, PayPal is one of the best machine learning examples for fighting against money laundering by detecting suspicious transactions.
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Spam and Malware Filtering
Examples of machine learning in real world also include filtering spam and malware in emails. Machine learning moves beyond rule-based filtering and adapts to the new tricks used by spammers.
Conclusion
The power of machine learning has been driving new functionalities in AI systems worldwide. It is important to learn about machine learning examples in real world as it can help in identifying the best ways to use ML to your advantage. AI and ML play a crucial role in the growth of web3, the future of the internet. On top of it, AI and ML have the capabilities to disrupt the technological landscape and almost every industry. Learn more about the fundamentals of AI and ML with AI Certification.
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