NumPy Course
Master numerical computing with NumPy. Learn arrays, mathematical operations, and scientific computing.
Course Curriculum
1
NumPy Introduction and Installation
25 min
→
2
Creating NumPy Arrays
30 min
→
3
Array Indexing and Slicing
35 min
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4
Array Operations and Broadcasting
40 min
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5
Statistical Functions
35 min
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6
Linear Algebra with NumPy
45 min
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7
Random Number Generation
30 min
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8
Array Manipulation and Reshaping
35 min
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9
Array Broadcasting and Advanced Indexing
40 min
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10
Performance Optimization with NumPy
35 min
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11
NumPy with Other Libraries
30 min
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12
File I/O with NumPy
25 min
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13
NumPy Best Practices
30 min
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14
Advanced NumPy Techniques
35 min
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15
NumPy in Data Science
30 min
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