/numpy-free-tutorials

Free NumPy tutorials for beginners with 11 interactive lessons. Easy-to-follow programming guides with hands-on practice exercises.

NumPy Free Tutorials

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 operations, broadcasting, and numerical algorithms. Hands-on, non-video courses and practical exercises in a numerical analysis playground ensure you develop real-world skills in efficient data manipulation and computation.

Index Name Difficulty Tutorial Link
01 📖 Your First NumPy Lab ★☆☆ 🔗 View
02 📖 Array Attributes and Dtype ★☆☆ 🔗 View
03 📖 NumPy Arrays and Data Types ★☆☆ 🔗 View
04 📖 NumPy Array Operations ★☆☆ 🔗 View
05 📖 NumPy Slicing and Indexing ★☆☆ 🔗 View
06 📖 Efficient NumPy Array Multiplication Operations ★☆☆ 🔗 View
07 📖 NumPy Shape Manipulation ★☆☆ 🔗 View
08 📖 NumPy File IO ★☆☆ 🔗 View
09 📖 NumPy Advanced Topics ★☆☆ 🔗 View
10 📖 NumPy Array Mean Calculation ★☆☆ 🔗 View
11 📖 NumPy Median Function ★☆☆ 🔗 View
12 📖 NumPy Broadcasting for Efficient Computation ★☆☆ 🔗 View
13 📖 Creating and Using Python NumPy Arrays ★☆☆ 🔗 View
14 📖 NumPy Broadcasting Fundamentals ★☆☆ 🔗 View
15 📖 NumPy Copy and View ★☆☆ 🔗 View
16 📖 NumPy Partition Function ★☆☆ 🔗 View
17 📖 NumPy Concatenate Function ★☆☆ 🔗 View
18 📖 Numpy Transpose Function ★☆☆ 🔗 View
19 📖 NumPy Matrix Multiplication ★☆☆ 🔗 View
20 📖 Introduction to Indexing in NumPy ★☆☆ 🔗 View
21 📖 Sorting NumPy Arrays with Algorithms ★☆☆ 🔗 View
22 📖 NumPy Indexing and Slicing ★☆☆ 🔗 View
23 📖 NumPy Count Function ★☆☆ 🔗 View
24 📖 Numpy Decode Function ★☆☆ 🔗 View
25 📖 Find Substring Using Numpy Char Find Function ★☆☆ 🔗 View
26 📖 NumPy Isupper Function ★☆☆ 🔗 View
27 📖 Numpy Multiply Function ★☆☆ 🔗 View
28 📖 Numpy Split Function ★☆☆ 🔗 View
29 📖 Numpy Amin Function ★☆☆ 🔗 View
30 📖 NumPy Append Function ★☆☆ 🔗 View
31 📖 Fundamentals of NumPy Array Manipulation ★☆☆ 🔗 View
32 📖 NumPy Bitwise OR Practical ★☆☆ 🔗 View
33 📖 Numpy Center Function ★☆☆ 🔗 View
34 📖 Numpy Index Function ★☆☆ 🔗 View
35 📖 NumPy Isalpha Function ★☆☆ 🔗 View
36 📖 NumPy Istitle Function ★☆☆ 🔗 View
37 📖 NumPy Join Function ★☆☆ 🔗 View
38 📖 Using the NumPy char.lower Function ★☆☆ 🔗 View
39 📖 Numpy Dot Function ★☆☆ 🔗 View
40 📖 Numpy Accessing Array Elements Iteration ★☆☆ 🔗 View
41 📖 NumPy Datatype Exploration ★☆☆ 🔗 View
42 📖 NumPy STD Function ★☆☆ 🔗 View
43 📖 NumPy Advance Indexing ★☆☆ 🔗 View
44 📖 NumPy Array Function ★☆☆ 🔗 View
45 📖 Introduction to NumPy Universal Functions ★☆☆ 🔗 View
46 📖 Numpy Isdigit Function ★☆☆ 🔗 View
47 📖 Fundamental NumPy Array Creation Techniques ★☆☆ 🔗 View
48 📖 Numpy Isnumeric Function ★☆☆ 🔗 View
49 📖 Numpy Left Shift Function ★☆☆ 🔗 View
50 📖 Generating Evenly Spaced Numbers with NumPy ★☆☆ 🔗 View
51 📖 NumPy Replace Function ★☆☆ 🔗 View
52 📖 NumPy Swapcase Function ★☆☆ 🔗 View
53 📖 NumPy Upper Function ★☆☆ 🔗 View
54 📖 NumPy Amax Function ★☆☆ 🔗 View
55 📖 NumPy Einsum for Scientific Computing ★★☆ 🔗 View
56 📖 NumPy Trunc Function ★☆☆ 🔗 View
57 📖 NumPy Isdecimal Function ★☆☆ 🔗 View
58 📖 NumPy Isspace Function ★☆☆ 🔗 View
59 📖 Understanding NumPy Data Types ★☆☆ 🔗 View
60 📖 Numpy Ceil Function ★☆☆ 🔗 View
61 📖 Using the Add Function ★☆☆ 🔗 View
62 📖 NumPy Encode Function ★☆☆ 🔗 View
63 📖 Using the numpy.fix Function ★☆☆ 🔗 View
64 📖 NumPy Invert Function ★☆☆ 🔗 View
65 📖 Structured Arrays in NumPy ★☆☆ 🔗 View
66 📖 NumPy Asarray Function ★☆☆ 🔗 View
67 📖 Numpy Bitwise and Function ★☆☆ 🔗 View
68 📖 Numpy Bitwise XOR Operation ★☆☆ 🔗 View
69 📖 Numpy Floor Function ★☆☆ 🔗 View
70 📖 Numpy PTP Function ★☆☆ 🔗 View
71 📖 NumPy Right Shift Function ★☆☆ 🔗 View
72 📖 NumPy Eye Function ★☆☆ 🔗 View
73 📖 Numpy Logspace Function ★☆☆ 🔗 View
74 📖 NumPy Fromiter Function ★☆☆ 🔗 View
75 📖 NumPy Startswith Function ★☆☆ 🔗 View
76 📖 Creating Empty, Zeroes, and Ones Arrays ★☆☆ 🔗 View
77 📖 Creating a NumPy Array Using Existing Data ★☆☆ 🔗 View
78 📖 Numpy Reshape Function ★☆☆ 🔗 View
79 📖 100 Numpy Exercises ★☆☆ 🔗 View

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