50 POINTS!!! + how can machine learning and control systems be linked together .explain in detail ,give real applications, examples ?
Answers
hi mate,
Answer :
Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. Machine learning focuses on the development of computer programs that can access data and use it to learn for themselves.
When machines carry out tasks based on algorithms in an “intelligent” manner, that is AI. Machine learning is a subset of AI and focuses on the ability of machines to receive a set of data and learn for themselves, changing algorithms as they learn more about the information they are processing.
Examples of Artificial Intelligence: Work & School
Commuting
According to a 2015 report by the Texas Transportation Institute at Texas A&M University, commute times in the US have been steadily climbing year-over-year, resulting in 42 hours of rush-hour traffic delay per commuter in 2014—more than a full work week per year, with an estimated $160 billion in lost productivity. Clearly, there’s massive opportunity here for AI to create a tangible, visible impact in every person’s life.
Reducing commute times is no simple problem to solve. A single trip may involve multiple modes of transportation (i.e. driving to a train station, riding the train to the optimal stop, and then walking or using a ride-share service from that stop to the final destination), not to mention the expected and the unexpected: construction; accidents; road or track maintenance; and weather conditions can constrict traffic flow with little to no notice. Furthermore, long-term trends may not match historical data, depending on the changes in population count and demographics, local economics, and zoning policies. Here’s how AI is already helping to tackle the complexities of transportation.
i hope it helps you..
Answer:
- Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.
- Machine learning focuses on the development of computer programs that can access data and use it learn for themselves.
- We probably use a learning algorithm dozens of time without even knowing it.
- Applications of Machine Learning include: Web Search Engine:
- One of the reasons why search engines like google, bing etc work so well is because the system has learnt how to rank pages through a complex learning algorithm
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