Subsets and Use Cases of AI
Welcome to Part 4 and the final part of AI. If you haven’t gone through the other parts of AI click here Part – 3. In this post we can discuss about the subsets and use cases of AI.
Artificial Intelligence is a broader concept, under which there are some subsets. The subsets of AI are Machine Learning (ML) and Deep Learning (DL).
Machine learning is a subset and an application of AI that provides algorithms for the machines with the ability to automatically learn and improve from experience without being explicitly programmed. Machines improves at the given tasks with experience.
Deep Learning is a subset of Machine Learning which teaches the computer to filter inputs through layers. Machines train themselves using deep neural networks which has multiple layers like input layer, hidden layer and output layer.
We are going to discuss in detail about the various process and algorithms followed in Machine Learning and Deep Learning in the upcoming posts. Kindly go through all these topics for better understanding.
These are only some of the few domains where AI is used. AI is also used in Healthcare, Recommendation Systems, Natural Language Processing (NLP), Association, Autonomous vehicles, Sentiment Analysis, Detection, Classification, Clustering and much more.
Natural Language Processing (NLP) is a field of AI in which computers analyze, understand and attain meaning from the human language in an useful and proper way.
Sentiment Analysis is the classification and interpretation of emotions which can be positive, negative or neutral within a text data using Natural Language Processing and Text analysis techniques.
Advantages of AI:
Finally we came to the end of AI. The end in the sense, we will be studying AI as an application from now. Hope you understood about the things which I have written in the posts. From next post we are going to talk and learn about Machine Learning.
Thanks for reading. Do read the further posts. Please feel free to connect with me if you have any doubts. Do follow, support, like and subscribe this blog.
Fact of the day:
The name Google was created accidentally. Name of the search engine originated from a misspelling of the word “googol”, the number 1 followed by 100 zeros😮. It was picked to show that the search engine was intended to provide large quantities of information.
Techno Hunter 