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In this course, you will learn :
- NumPy basics
- Python style coding
- What is Numerical analysis of Data
- How to Use Jupyter Notebook as a Beginning Data Analyst
Syllabus :
1. Introduction - Installation And Setup
- What Is NumPy
- How To Install And Setup NumPy & Pandas Preview
- How To Work With The Jupyter Notebook
2. NumPy Basics
- Numpy Initialization Preview
- Creating An Ndarrays
- Data Types Preview
- Pseudorandom Number Generation
3. Indexing In NumPy
- Indexing And Slicing Preview
- Boolean Indexing
- Fancy Indexing
4. File Handling In NumPy
- How To Save And Load In Numpy Preview
5. Numerical Computation In NumPy
- Mathematical & Statistical Methods
- Arithmetic Operations
- Universal Functions In Numpy
- Conditional Logics In Numpy
- Unique And Set Logic In Numpy
- Linear Algebra In Numpy Final
6. Boolean Arrays & Sorting In NumPy
- Methods Applied To Boolean Arrays
- Sorting In Numpy
