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:-
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Welcome
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What is Data Science and Machine Learning
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Getting Started with Python and Scikit-Learn
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Types of Machine learning algorithms
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Playing Around with Anaconda and Jupiter
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Playing with some Python Code
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Fitting a Machine Learning Model (KNN Algorithm) - Part 1
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Fitting a Machine Learning Model (KNN Algorithm) Part 2
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Fitting a Machine Learning Model (Logistic Regression Algorithm)
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Validation using Model Selection (Train and Test)
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Finalizing Your optimum algorithm (K-Fold Cross Validation)
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Data Science - What's Next?