[100% FREE] Introduction to Data Science using Python (Module 1)

Introduction to Data Science using Python (Module 1)

Learn Data science / Machine Learning using Python (Scikit Learn)

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?

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