Udemy – NumPy Programming Mastery: Learn Python for Data Analysis 2024-9
Published on: 2024-10-18 18:31:55
Categories: 28
Description
NumPy Programming Mastery course: Learn Python for Data Analysis. A comprehensive course that will help you discover the power of data analysis using Python and the powerful NumPy library. Designed for both beginners and experienced programmers, this course provides an in-depth review of NumPy, an essential library for numerical computations in Python. This course teaches you key concepts by providing engaging video tutorials and interactive coding exercises. Also, real projects give you hands-on experience and a chance to showcase your skills. The experienced instructors of this course have a deep understanding of data analysis and NumPy and will help you progress quickly.
What you will learn in NumPy Programming Mastery: Learn Python for Data Analysis course
- Understanding Arrays and Matrices: Learn the basic concepts of arrays and learn how to create, index, and slice them.
- Statistical Operations: Analyze your data using NumPy’s powerful statistical functions.
- Broadcasting and vectorization: perform complex operations on arrays with high performance.
- Load data from files: Import your data from various files into NumPy.
- Working with structured arrays: Manage structured data using NumPy structured arrays.
- Random Number Generation: Use NumPy to generate random numbers.
- Advanced Indexing Techniques: Access your data with advanced indexing techniques.
- Performance considerations in NumPy: Learn how to optimize NumPy code for speed.
- Memory Management in NumPy: Learn efficient memory management when working with big data.
- Data Analysis with NumPy: Use NumPy to perform various types of data analysis.
- Scientific Computing with NumPy: Perform complex scientific computing using NumPy.
- Machine Learning with NumPy: Use NumPy as a foundation for machine learning algorithms.
This course is suitable for people who:
- Interested in learning NumPy programming and data analysis with Python.
- Want to improve their data analysis skills.
- Looking for a job in the field of data science.
Course specifications NumPy Programming Mastery: Learn Python for Data Analysis
- Publisher: Udemy
- Instructor: Knowledge Nest
- Training level: beginner to advanced
- Training duration: 2 hours and 30 minutes
- Number of courses: 22
Course headings
Course prerequisites
- No Prior Knowledge is Required.
Course images
Sample video of the course
Installation guide
After Extract, view with your favorite Player.
Subtitle: None
Quality: 1080p
download link
Download file – 533 MB
File(s) password: www.downloadly.ir
File size
533 MB
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