WHAT IS MACHINE LEARNING?
Machine Learning is the field of study that gives computers the capability to learn without being explicitly programmed
Why Should We Learn Machine Learning?
Replicating human intelligence to machines can be achieved only with the help of machine learning.
Some Terminologies of Machine Learning
Model
Feature
Feature Vector
Seven Steps of Machine Learning
1. Gathering Data 2. Preparing that data 3. Choosing a model 4. Training 5. Evaluation 6. Hyperparameter Tuning 7. Prediction
How does Machine Learning work?
The three major building blocks of a Machine Learning system are the model, the parameters, and the learner.