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https://github.com/labex-labs/numpy-free-tutorials
[NumPy Free Tutorials]-NumPy is a Python library for scientific computing. It provides fast and efficient multidimensional arrays, as well as a large collection of mathematical functions. In this skill tree, you'll learn how to use NumPy to perform basic operations on arrays of data.
https://github.com/labex-labs/numpy-free-tutorials
List: numpy-free-tutorials
awesome awesome-list education free free-tutorials hands-on labex numpy programming tutorials
Last synced: 15 days ago
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[NumPy Free Tutorials]-NumPy is a Python library for scientific computing. It provides fast and efficient multidimensional arrays, as well as a large collection of mathematical functions. In this skill tree, you'll learn how to use NumPy to perform basic operations on arrays of data.
- Host: GitHub
- URL: https://github.com/labex-labs/numpy-free-tutorials
- Owner: labex-labs
- Created: 2024-05-23T01:32:33.000Z (about 1 month ago)
- Default Branch: master
- Last Pushed: 2024-05-23T01:47:45.000Z (about 1 month ago)
- Last Synced: 2024-05-23T02:36:16.650Z (about 1 month ago)
- Topics: awesome, awesome-list, education, free, free-tutorials, hands-on, labex, numpy, programming, tutorials
- Homepage: https://labex.io/tutorials/category/numpy
- Size: 6.84 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Lists
- ultimate-awesome - numpy-free-tutorials - [NumPy Free Tutorials]-NumPy is a Python library for scientific computing. It provides fast and efficient multidimensional arrays, as well as a large collection of mathematical functions. In this skill tree, you'll learn how to use NumPy to perform basic operations on arrays of data. (Other Lists / Julia Lists)
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README
# NumPy Free Tutorials
NumPy is a Python library for scientific computing. It provides fast and efficient multidimensional arrays, as well as a large collection of mathematical functions. In this skill tree, you'll learn how to use NumPy to perform basic operations on arrays of data.
| Index | Name | Difficulty | Tutorial |
|---------|---------------------------------------------------------|--------------|-------------------------------------------------------------------------------------------------------------------------|
| 01 | 📖 Your First NumPy Lab | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-your-first-numpy-lab-92735) |
| 02 | 📖 Array Attributes and Dtype | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-array-attributes-and-dtype-8027) |
| 03 | 📖 NumPy Arrays and Data Types | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-arrays-and-data-types-4996) |
| 04 | 📖 NumPy Array Operations | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-array-operations-1403) |
| 05 | 📖 NumPy Slicing and Indexing | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-slicing-and-indexing-352) |
| 06 | 📖 Efficient NumPy Array Multiplication Operations | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-efficient-numpy-array-multiplication-operations-5007) |
| 07 | 📖 NumPy Shape Manipulation | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-shape-manipulation-214) |
| 08 | 📖 NumPy File IO | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-file-io-127) |
| 09 | 📖 NumPy Advanced Topics | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-advanced-topics-11) |
| 10 | 📖 NumPy Array Mean Calculation | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-array-mean-calculation-86481) |
| 11 | 📖 NumPy Median Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-median-function-86483) |
| 12 | 📖 Mastering NumPy Broadcasting for Efficient Computa... | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-mastering-numpy-broadcasting-for-efficient-computation-85702) |
| 13 | 📖 Creating and Using Python NumPy Arrays | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-creating-and-using-python-numpy-arrays-86402) |
| 14 | 📖 NumPy Broadcasting Fundamentals | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-broadcasting-fundamentals-86412) |
| 15 | 📖 NumPy Copy and View | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-copy-and-view-86421) |
| 16 | 📖 NumPy Partition Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-partition-function-86489) |
| 17 | 📖 NumPy Concatenate Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-concatenate-function-86420) |
| 18 | 📖 Numpy Transpose Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-transpose-function-86512) |
| 19 | 📖 NumPy Matrix Multiplication | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-matrix-multiplication-86479) |
| 20 | 📖 Introduction to Indexing in NumPy | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-introduction-to-indexing-in-numpy-85699) |
| 21 | 📖 Sorting NumPy Arrays with Algorithms | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-sorting-numpy-arrays-with-algorithms-86500) |
| 22 | 📖 NumPy Indexing and Slicing | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-indexing-and-slicing-86452) |
| 23 | 📖 NumPy Count Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-count-function-86423) |
| 24 | 📖 Numpy Decode Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-decode-function-86427) |
| 25 | 📖 Find Substring Using Numpy Char Find Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-find-substring-using-numpy-char-find-function-86437) |
| 26 | 📖 NumPy Isupper Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-isupper-function-86467) |
| 27 | 📖 Numpy Multiply Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-multiply-function-86485) |
| 28 | 📖 Numpy Split Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-split-function-86502) |
| 29 | 📖 Numpy Amin Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-amin-function-86389) |
| 30 | 📖 NumPy Append Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-append-function-86391) |
| 31 | 📖 Fundamentals of NumPy Array Manipulation | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-fundamentals-of-numpy-array-manipulation-85703) |
| 32 | 📖 NumPy Bitwise OR Practical | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-bitwise-or-practical-86408) |
| 33 | 📖 Numpy Center Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-center-function-86416) |
| 34 | 📖 Numpy Index Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-index-function-86450) |
| 35 | 📖 NumPy Isalpha Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-isalpha-function-86456) |
| 36 | 📖 NumPy Istitle Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-istitle-function-86466) |
| 37 | 📖 NumPy Join Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-join-function-86470) |
| 38 | 📖 Using the NumPy char.lower Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-using-the-numpy-char-lower-function-86477) |
| 39 | 📖 Numpy Dot Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-dot-function-86429) |
| 40 | 📖 Numpy Accessing Array Elements Iteration | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-accessing-array-elements-iteration-86381) |
| 41 | 📖 NumPy Datatype Exploration | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-datatype-exploration-86425) |
| 42 | 📖 NumPy STD Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-std-function-86508) |
| 43 | 📖 NumPy Advance Indexing | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-advance-indexing-86385) |
| 44 | 📖 NumPy Array Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-array-function-86400) |
| 45 | 📖 Introduction to NumPy Universal Functions | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-introduction-to-numpy-universal-functions-85705) |
| 46 | 📖 Numpy Isdigit Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-isdigit-function-86460) |
| 47 | 📖 Fundamental NumPy Array Creation Techniques | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-fundamental-numpy-array-creation-techniques-85698) |
| 48 | 📖 Numpy Isnumeric Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-isnumeric-function-86462) |
| 49 | 📖 Numpy Left Shift Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-left-shift-function-86471) |
| 50 | 📖 Generating Evenly Spaced Numbers with NumPy | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-generating-evenly-spaced-numbers-with-numpy-86473) |
| 51 | 📖 NumPy Replace Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-replace-function-86494) |
| 52 | 📖 NumPy Swapcase Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-swapcase-function-86510) |
| 53 | 📖 NumPy Upper Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-upper-function-86516) |
| 54 | 📖 NumPy Amax Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-amax-function-86387) |
| 55 | 📖 Mastering NumPy Einsum for Scientific Computing | ★★☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-mastering-numpy-einsum-for-scientific-computing-4991) |
| 56 | 📖 NumPy Trunc Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-trunc-function-86514) |
| 57 | 📖 NumPy Isdecimal Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-isdecimal-function-86458) |
| 58 | 📖 NumPy Isspace Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-isspace-function-86464) |
| 59 | 📖 Understanding NumPy Data Types | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-understanding-numpy-data-types-85701) |
| 60 | 📖 Numpy Ceil Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-ceil-function-86414) |
| 61 | 📖 Using the Add Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-using-the-add-function-86383) |
| 62 | 📖 NumPy Encode Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-encode-function-86433) |
| 63 | 📖 Using the numpy.fix Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-using-the-numpy-fix-function-86439) |
| 64 | 📖 NumPy Invert Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-invert-function-86454) |
| 65 | 📖 Structured Arrays in NumPy | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-structured-arrays-in-numpy-85704) |
| 66 | 📖 NumPy Asarray Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-asarray-function-86404) |
| 67 | 📖 Numpy Bitwise and Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-bitwise-and-function-86406) |
| 68 | 📖 Numpy Bitwise XOR Operation | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-bitwise-xor-operation-86410) |
| 69 | 📖 Numpy Floor Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-floor-function-86441) |
| 70 | 📖 Numpy PTP Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-ptp-function-86491) |
| 71 | 📖 NumPy Right Shift Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-right-shift-function-86498) |
| 72 | 📖 NumPy Eye Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-eye-function-86435) |
| 73 | 📖 Numpy Logspace Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-logspace-function-86475) |
| 74 | 📖 Gravitational Simulation of Earth and Super Jupite... | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/matplotlib-gravitational-simulation-of-earth-and-super-jupiter-lab-298885) |
| 75 | 📖 NumPy Fromiter Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-numpy-fromiter-function-86445) |
| 76 | 📖 NumPy Startswith Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-startswith-function-86506) |
| 77 | 📖 Create Confusion Matrix | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/ml-create-confusion-matrix-300201) |
| 78 | 📖 Creating Empty, Zeroes, and Ones Arrays | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-creating-empty-zeroes-and-ones-arrays-86395) |
| 79 | 📖 Creating a NumPy Array Using Existing Data | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/python-creating-a-numpy-array-using-existing-data-86398) |
| 80 | 📖 Numpy Reshape Function | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-numpy-reshape-function-86496) |
| 81 | 📖 ASCII Art Animation With OpenCV (Lab) | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/numpy-ascii-art-animation-with-opencv-lab-298850) |
| 82 | 📖 100 Numpy Exercises | ★☆☆ | [🔗 Learning Free](https://labex.io/tutorials/notebooks-lab-100-numpy-exercises-20746) |
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