What you'll learn:
- Machine learning
- Prediction Models
- Scikit learn
- Python
- Numpy
- Pandas
- Matplotlib
This is a practical machine learning course for people who wan to kickstart their career in Machine learning. This course will give you an understanding of what is machine learning and the concepts related to it. The course is structured in the following way:
Part1 - Introduction and setting Up environment
Part2 - Data Collection
Part3 - Data Analysis and Visualization
Part4 - Data Preprocessing
Part5 - Data Modelling
Part6 - Model Validation
Part7 - Ensemble Learning
Part8 - Dimensionality reduction
Part9 - Outro
At the end of this course you will learn how to create a simple pipeline for a prediction model and make it feasible for real time deployment.