Machine Learning Concepts

what is machine learning?

Machine learning is a branch of Artificial intelligence. It manipulates data, analyzes data may take decisions. It has a lot of branches itself like

• Supervised Learning
• Unsupervised learning
• Reinforcement Learning

Now let me explain about Supervised and unsupervised learning.

So, what is Supervised Learning?

In supervised learning, there is labeled data set available as a training dataset and by giving this training data set to the machine we will ask our system to predict new results on the basis of its learning from the training dataset. So basically you can say “In supervised learning, the dataset should be labeled”.

and What is Unsupervised Learning?

Unlike Supervised learning, there is no labeled dataset. You just provide a dataset to the system and give it 80% data as training data and the remaining 10% will be as a test dataset.