Artificial Intelligence and Machine Learning in Business
Read the article following the link https://www.sas.com/en_gb/insights/articles/analytics/applications-of-artificial-intelligence.html and answer the questions in comments.
1. How did Google benefit from Deep Mind?
2. Which main branches of artificial intelligence are there?
3. What is the main disadvantage of Weak AI?
4. Which problems does AI solve in banking and finance?
5. What are AI chat bots meant to do?
6. Why are top firms across the world investing heavily in cybersecurity?
7. Why may investing into AI be damaging for the business’ adoption and utilisation of future-based AL solutions?
Find the English equivalents in the article
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Ashakhanov Magomed Ashakhanovich, Master's Degree of PI 1st Year
ОтветитьУдалить1. By applying the results of DeepMind, Google was able to increase the efficiency of its own energy centers by reducing the energy used for cooling by 40%.
2. Machine learning, deep learning, robotics, computer vision, cognitive computing, artificial general intelligence, natural language processing and knowledge reasoning
3. Weak AI, also known as "narrow AI", is an unintelligible artificial intelligence that focuses on only one task.
4. Many banks use various artificial intelligence applications to detect fraudulent activity. Artificial intelligence software provides a very large sample of data that includes fraudulent and non-fraudulent purchases and is trained to determine whether a transaction is valid based on the data. Over time, the software becomes incredibly adept at detecting fraudulent transactions based on what it has learned previously.
5. Chatbots with artificial intelligence are able to understand natural language, that is, human conversation, they can easily help customers find out what they need to know, extract information from a website and direct them to the appropriate web page or person for further support.
6. Leading firms around the world are investing heavily in cybersecurity to ensure the protection of their data. Real—time threat detection, mitigation and, ideally, prevention are what businesses need, and artificial intelligence can provide this. Using machine learning algorithms and providing these algorithms with large amounts of data, IT and security experts can teach an AI solution to monitor behavior, detect anomalies, adapt to threats and respond to them, as well as issue warnings.
7. Too much investment in artificial intelligence, which turns out to be ineffective, will damage business when implementing and using future solutions based on artificial intelligence.
Find English equivalents in the article
natural language processing, raw data, deep learning, cognitive computing, artificial intelligence application, end-to-end solution, improve the efficiency, computer vision, detect fraudulent activity, breach cyber defense, real-time threat detection, issue alerts, providing a multi-layered security, AI implementation, AI-based solutions
Mager's Degree of Pl 1st Year Alibekov Arslan Magomedrasulovich
ОтветитьУдалить1. By applying the results of DeepMind, Google was able to increase the efficiency of its own energy centers by reducing the energy used for cooling by 40%.
2. Machine learning, deep learning, robotics, computer vision, cognitive computing, artificial general intelligence, natural language processing and knowledge reasoning
3. Weak AI, also known as "narrow AI", is an unintelligible artificial intelligence that focuses on only one task.
4. Many banks use various artificial intelligence applications to detect fraudulent activity. Artificial intelligence software provides a very large sample of data that includes fraudulent and non-fraudulent purchases and is trained to determine whether a transaction is valid based on the data. Over time, the software becomes incredibly adept at detecting fraudulent transactions based on what it has learned previously.
5. Chatbots with artificial intelligence are able to understand natural language, that is, human conversation, they can easily help customers find out what they need to know, extract information from a website and direct them to the appropriate web page or person for further support.
6. Leading firms around the world are investing heavily in cybersecurity to ensure the protection of their data. Real—time threat detection, mitigation and, ideally, prevention are what businesses need, and artificial intelligence can provide this. Using machine learning algorithms and providing these algorithms with large amounts of data, IT and security experts can teach an AI solution to monitor behavior, detect anomalies, adapt to threats and respond to them, as well as issue warnings.
7. Too much investment in artificial intelligence, which turns out to be ineffective, will damage business when implementing and using future solutions based on artificial intelligence.
Find English equivalents in the article
natural language processing, raw data, deep learning, cognitive computing, artificial intelligence application, end-to-end solution, improve the efficiency, computer vision, detect fraudulent activity, breach cyber defense, real-time threat detection, issue alerts, providing a multi-layered security, AI implementation, AI-based solutions
Master's*
УдалитьMaster's Degree of PI 1st Year Kuvalov Maksim
ОтветитьУдалить1. In fact, by applying findings from DeepMind, Google was able to improve the efficiency of its own power centres, reducing the energy used for cooling by 40%.
2. Machine learning, deep learning, robotics, computer vision, cognitive computing, artificial general intelligence, natural language processing and knowledge reasoning
3. Weak AI, also known as "narrow AI", is an unintelligible artificial intelligence that focuses on only one task.
4. Banking and Finance – fraud detection
Many banks use the various applications of artificial intelligence to detect fraudulent activity. The AI software is given a very large sample of data that includes fraudulent and non-fraudulent purchases and is trained to determine whether a transaction is valid based on data. Over time, the software becomes incredibly adept at spotting fraudulent transactions based on what it has learned previously.
5. As AI chat bots are capable of understanding natural language, i.e. human conversation, they can readily assist customers in finding out what they need to know, extracting information from the website, and directing them to the appropriate web page or person for further support.
6. Top firms across the world are investing heavily in cybersecurity to ensure their data is protected. Real-time threat detection, mitigation, and ideally, prevention, are what’s needed for businesses – and AI can deliver.
7. Investing too much into AI which turns out to be ineffective will be damaging for the business’ adoption and utilisation of future AI-based solutions.
1. In fact, by applying findings from DeepMind, Google was able to improve the efficiency of its own power centres, reducing the energy used for cooling by 40%.
ОтветитьУдалить2. Machine learning, deep learning, robotics, computer vision, cognitive computing, artificial general intelligence, natural language processing and knowledge reasoning
3. Weak AI, also known as "narrow AI", is an unintelligible artificial intelligence that focuses on only one task.
4. Banking and Finance – fraud detection
Many banks use the various applications of artificial intelligence to detect fraudulent activity. The AI software is given a very large sample of data that includes fraudulent and non-fraudulent purchases and is trained to determine whether a transaction is valid based on data. Over time, the software becomes incredibly adept at spotting fraudulent transactions based on what it has learned previously.
5. As AI chat bots are capable of understanding natural language, i.e. human conversation, they can readily assist customers in finding out what they need to know, extracting information from the website, and directing them to the appropriate web page or person for further support.
6. Top firms across the world are investing heavily in cybersecurity to ensure their data is protected. Real-time threat detection, mitigation, and ideally, prevention, are what’s needed for businesses – and AI can deliver.
7. Investing too much into AI which turns out to be ineffective will be damaging for the business’ adoption and utilisation of future AI-based solutions.
Dayana Shihgasanova
ОтветитьУдалить1. The benefit that Google derived from Deep Mind is that the results of deep mind were used, which allowed to increase the efficiency of its own energy centers. The energy used for cooling has been reduced by 40%.
2. There are several main branches of artificial intelligence: deep learning, robotics, computer vision, cognitive computing, artificial general intelligence, natural language processing and knowledge reasoning
3. The main drawback of weak artificial intelligence is its unreasonableness. It focuses on only one task.
4. Artificial intelligence solves the following main problems in finance and banking: 1)Fraud detection; 2)Online customer support;3)Ensuring security
5. In order to understand natural language (human conversation). In order to help customers find out information from the site and send it for further support.
6. Because cybersecurity can ensure data security. Real-time threat detection, mitigation and, ideally, prevention are what businesses need, and artificial intelligence can provide this.
7. We are talking about too much investment, which may be ineffective. This is due to the fact that there is a need to have a strategy or a development plan and only then the investment will bring effect.