Machine Learning is used as a magic in all aspects of life whatever the work is machine learning is must to use in. machine learning is mostly used in sports or entertainment or cutting it short or education and technology by it will be used.
If we look around the world we becomes to able to know that the Technology is ruling the world and it is not all for good reasons but milestone as like Mission mars accomplishment because of it. Some countries also sends their craft in mars and it is only possible because of machine learning.
When we are Talking about machine learning so it is a concept which allows the machine to learn from the instructions and previous experiences. The machine are not able to write the code automatically so machine using that data which is fed in the generic algorithm. The algorithm which machine writes is the logic based on the given data that in the shape of input given to the machine.
If we simply focused on it so it can be defined as a field of computer which gives the ability to machine and the terms which machines used that how to performs a that and how to think about it. Machine learning also help in the performance and tasks that how perfectly a task perform by a machine it also increase the efficiency
1: Adaptive Learning
When we talked about Adaptive learning so with adaptive learning we becomes to know about the terms which is self-explanatory. With adaptive learning we analyzes a student overall performance in real time and run time execution and modifies teaching methods by it and the total the curriculum based on that data.
By using machine learning some software helps in suggesting to learning the paths that the student must take. Machine learning provides the suggestions to the students from materials and other learning methodologies which is all provides by a software.
2: Increasing Efficiency
Machine learning have the more efficient platform for the organization and management. Machine learning helps to secure and performs the work accordingly to given to software and understand the potential of everyone. It is highly programmed that also helps to analyze what work is best for the teacher and what works for the student it helps the both which makes it more easy and good.
3: Learning Analytics
Some times the teacher is also gets stuck when they teaching. When students use the different sites for their problems so basically the sites does not get the students and never understood by students. By using learning analytics by teachers so teachers can gain insight into data and can perform deep dives into data. So they can shift through millions and different of pieces of content and executes it and then can make connections and final results. By this method the all over impact becomes positive and the positively impact on teaching and learning process increase the interest of both of student and teacher.