Introduction to Data Science using Python (Module 1)

Description

In this course, you will learn:-

• Learn the fundamentals of data science and analytics
• Learn the basics of Python and Scikit-Learn
• Understand all buzzwords such as "Data Science," "Machine Learning," and "Data Scientist," among others

Syllabus:-

• Welcome

• What is Data Science and Machine Learning

• Getting Started with Python and Scikit-Learn

• Types of Machine learning algorithms

• Playing Around with Anaconda and Jupiter

• Playing with some Python Code

• Fitting a Machine Learning Model (KNN Algorithm) - Part 1

• Fitting a Machine Learning Model (KNN Algorithm) Part 2

• Fitting a Machine Learning Model (Logistic Regression Algorithm)

• Validation using Model Selection (Train and Test)

• Finalizing Your optimum algorithm (K-Fold Cross Validation)

• Data Science - What's Next?