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