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A dataset is selected from the UCI repository with patient’s medical history and attributes. By using this dataset, we predict whether the patient can have a heart disease or not. Primary libraries used in this project include: Pandas, NumPy, scikit-learn, k-Nearest Neighbors classifier
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This comprehensive course covers the fundamental concepts and practical techniques of NumPy, the essential library for numerical computing in Python. Learn to create, manipulate, and analyze arrays efficiently.
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Practice NumPy Programming Projects | This repo collects 6 of programming projects for NumPy. NumPy is fundamental to scientific computing in Python. This Skill Tree presents a systematic approach to learning NumPy. Perfect for data science beginners, it offers a structured roadmap to understand ...
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NumPy Programming Courses | This repo collects 4 of programming courses for NumPy. NumPy is fundamental to scientific computing in Python. This Skill Tree presents a systematic approach to learning NumPy. Perfect for data science beginners, it offers a structured roadmap to understand array opera...
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NumPy Practice Challenges | This repo collects 9 of programming labs exercises for NumPy Practice Challenges. This course contains lots of challenges for NumPy, each challenge is a small NumPy project with detailed instructions and solutions. You can practice your NumPy skills by solving these ch...
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Practice NumPy Free Tutorials | This repo collects 79 of free tutorials for NumPy. NumPy is fundamental to scientific computing in Python. This Skill Tree presents a systematic approach to learning NumPy. Perfect for data science beginners, it offers a structured roadmap to understand array opera...
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100 NumPy Exercises | This repo collects 1 of programming labs exercises for 100 NumPy Exercises. NumPy is an extension library for Python language, supporting operations of a large number of high-dimensional arrays and matrices. In addition, it also provides a large number of mathematical functi...
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100 Pandas Exercises | This repo collects 1 of programming labs exercises for 100 Pandas Exercises. Pandas is a tool for data processing based on NumPy,created to solve data analysis tasks. Pandas incorporates a number of libraries and some standard data models, as well as provides the functions ...
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