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Udemy - Python for Engineers and Scientists basic to advanced (8.2024)
大小 12.63 GB
文件数 240
Info Hash: 2363D74FE43C2A0D26B597B3D295F237BBD4382C
收录时间 2026-02-19 12:30:12
更新时间 2026-02-19 12:30:12
文件列表 (240)
1 - Introduction/1 -Introduction - course overview.mp4
147.44 MB
1 - Introduction/1 -Introduction - course overview.vtt
10.64 KB
1 - Introduction/2 -Installation of Anaconda - common users.mp4
276.18 MB
1 - Introduction/2 -Installation of Anaconda - common users.vtt
19.18 KB
1 - Introduction/3 -Installation of pure Python - advanced users (pip install).mp4
134.26 MB
1 - Introduction/3 -Installation of pure Python - advanced users (pip install).vtt
8.71 KB
1 - Introduction/4 -Download the course lectures.mp4
53.17 MB
1 - Introduction/4 -Download the course lectures.vtt
3.71 KB
1 - Introduction/5 -Execution - cmd and ipython basic execution.mp4
129.7 MB
1 - Introduction/5 -Execution - cmd and ipython basic execution.vtt
8.68 KB
1 - Introduction/6 -Execution - Spyder.mp4
115.84 MB
1 - Introduction/6 -Execution - Spyder.vtt
7.9 KB
1 - Introduction/7 -Execution - Jupyter notebook and colab.mp4
168.93 MB
1 - Introduction/7 -Execution - Jupyter notebook and colab.vtt
11.68 KB
10 - 11. Pandas/1 -11.1 Series.mp4
208.25 MB
10 - 11. Pandas/1 -11.1 Series.vtt
14.97 KB
10 - 11. Pandas/10 -11.10 Pivot Table.mp4
162.21 MB
10 - 11. Pandas/10 -11.10 Pivot Table.vtt
12.21 KB
10 - 11. Pandas/11 -E11.1 - Exercise.mp4
85.01 MB
10 - 11. Pandas/11 -E11.1 - Exercise.vtt
5.85 KB
10 - 11. Pandas/12 -E11.2 - Exercise.mp4
60.76 MB
10 - 11. Pandas/12 -E11.2 - Exercise.vtt
4.21 KB
10 - 11. Pandas/2 -11.2 DataFrame.mp4
236.15 MB
10 - 11. Pandas/2 -11.2 DataFrame.vtt
17.03 KB
10 - 11. Pandas/3 -11.3 Basic Methods for DataFrames.mp4
187.31 MB
10 - 11. Pandas/3 -11.3 Basic Methods for DataFrames.vtt
14.75 KB
10 - 11. Pandas/4 -11.4 Reading and Writing Files.mp4
257.62 MB
10 - 11. Pandas/4 -11.4 Reading and Writing Files.vtt
20.18 KB
10 - 11. Pandas/5 -11.5 Selecting Rows and Columns with loc and iloc.mp4
141.9 MB
10 - 11. Pandas/5 -11.5 Selecting Rows and Columns with loc and iloc.vtt
10.07 KB
10 - 11. Pandas/6 -11.6 Filters.mp4
128.15 MB
10 - 11. Pandas/6 -11.6 Filters.vtt
9.64 KB
10 - 11. Pandas/7 -11.7 Data Cleaning - Preprocessing.mp4
284.49 MB
10 - 11. Pandas/7 -11.7 Data Cleaning - Preprocessing.vtt
20.92 KB
10 - 11. Pandas/8 -11.8 Join Method.mp4
169.19 MB
10 - 11. Pandas/8 -11.8 Join Method.vtt
12.69 KB
10 - 11. Pandas/9 -11.9 concat Function.mp4
146.05 MB
10 - 11. Pandas/9 -11.9 concat Function.vtt
10.37 KB
11 - 12. Graphics with Matplotlib pyplot/1 -12.1 Pyplot and Graphical Elements.mp4
171.9 MB
11 - 12. Graphics with Matplotlib pyplot/1 -12.1 Pyplot and Graphical Elements.vtt
12.37 KB
11 - 12. Graphics with Matplotlib pyplot/2 -12.2 Subplots.mp4
166.25 MB
11 - 12. Graphics with Matplotlib pyplot/2 -12.2 Subplots.vtt
12.32 KB
11 - 12. Graphics with Matplotlib pyplot/3 -12.3 Bar Plot.mp4
134.34 MB
11 - 12. Graphics with Matplotlib pyplot/3 -12.3 Bar Plot.vtt
9.89 KB
11 - 12. Graphics with Matplotlib pyplot/4 -12.4 Pie Chart.mp4
109.59 MB
11 - 12. Graphics with Matplotlib pyplot/4 -12.4 Pie Chart.vtt
7.24 KB
11 - 12. Graphics with Matplotlib pyplot/5 -12.5 Surface Plots.mp4
151.08 MB
11 - 12. Graphics with Matplotlib pyplot/5 -12.5 Surface Plots.vtt
10.61 KB
12 - 13. Sympy/1 -13.1 Basic Operations.mp4
149.42 MB
12 - 13. Sympy/1 -13.1 Basic Operations.vtt
10.46 KB
12 - 13. Sympy/10 -E13.5 - Exercise.mp4
9.91 MB
12 - 13. Sympy/10 -E13.5 - Exercise.vtt
1.97 KB
12 - 13. Sympy/11 -E13.6 - Exercise.mp4
17.44 MB
12 - 13. Sympy/11 -E13.6 - Exercise.vtt
3.92 KB
12 - 13. Sympy/12 -E13.7 - Exercise.mp4
60.59 MB
12 - 13. Sympy/12 -E13.7 - Exercise.vtt
11.72 KB
12 - 13. Sympy/13 -E13.8 - Exercise.mp4
70.95 MB
12 - 13. Sympy/13 -E13.8 - Exercise.vtt
12.64 KB
12 - 13. Sympy/2 -13.2 Matrices.mp4
125.47 MB
12 - 13. Sympy/2 -13.2 Matrices.vtt
9.58 KB
12 - 13. Sympy/3 -13.3 Calculus Functions.mp4
100.27 MB
12 - 13. Sympy/3 -13.3 Calculus Functions.vtt
7.32 KB
12 - 13. Sympy/4 -13.4 Solvers (Algebraic, Linear and Nonlinear Systems).mp4
213.61 MB
12 - 13. Sympy/4 -13.4 Solvers (Algebraic, Linear and Nonlinear Systems).vtt
15.38 KB
12 - 13. Sympy/5 -13.5 Solver (Differential Equations).mp4
35.06 MB
12 - 13. Sympy/5 -13.5 Solver (Differential Equations).vtt
7.6 KB
12 - 13. Sympy/6 -E13.1 - Exercise.mp4
79.65 MB
12 - 13. Sympy/6 -E13.1 - Exercise.vtt
6.15 KB
12 - 13. Sympy/7 -E13.2 - Exercise.mp4
16.18 MB
12 - 13. Sympy/7 -E13.2 - Exercise.vtt
3.75 KB
12 - 13. Sympy/8 -E13.3 - Exercise.mp4
11.41 MB
12 - 13. Sympy/8 -E13.3 - Exercise.vtt
2.8 KB
12 - 13. Sympy/9 -E13.4 - Exercise.mp4
44.13 MB
12 - 13. Sympy/9 -E13.4 - Exercise.vtt
9.12 KB
13 - 14. Scipy/1 -14.1 Matrix Functions.mp4
46.37 MB
13 - 14. Scipy/1 -14.1 Matrix Functions.vtt
7.56 KB
13 - 14. Scipy/10 -E14.5 - Exercise.mp4
12.86 MB
13 - 14. Scipy/10 -E14.5 - Exercise.vtt
2.8 KB
13 - 14. Scipy/11 -E14.6 - Exercise.mp4
48.39 MB
13 - 14. Scipy/11 -E14.6 - Exercise.vtt
9.58 KB
13 - 14. Scipy/2 -14.2 Linear Systems.mp4
32.54 MB
13 - 14. Scipy/2 -14.2 Linear Systems.vtt
4.45 KB
13 - 14. Scipy/3 -14.3 Eigenvalues and Eigenvectors.mp4
62.37 MB
13 - 14. Scipy/3 -14.3 Eigenvalues and Eigenvectors.vtt
11.19 KB
13 - 14. Scipy/4 -14.4 Integral.mp4
34.45 MB
13 - 14. Scipy/4 -14.4 Integral.vtt
7.36 KB
13 - 14. Scipy/5 -14.5 Differential equations ODE.mp4
60.74 MB
13 - 14. Scipy/5 -14.5 Differential equations ODE.vtt
12.83 KB
13 - 14. Scipy/6 -E14.1 - Exercise.mp4
42.11 MB
13 - 14. Scipy/6 -E14.1 - Exercise.vtt
7.63 KB
13 - 14. Scipy/7 -E14.2 - Exercise.mp4
18.74 MB
13 - 14. Scipy/7 -E14.2 - Exercise.vtt
3.14 KB
13 - 14. Scipy/8 -E14.3 - Exercise.mp4
7.58 MB
13 - 14. Scipy/8 -E14.3 - Exercise.vtt
1.39 KB
13 - 14. Scipy/9 -E14.4 - Exercise.mp4
18.23 MB
13 - 14. Scipy/9 -E14.4 - Exercise.vtt
3.66 KB
2 - 2. Python Fundamentals/1 -2.1 Built-in types.mp4
175.91 MB
2 - 2. Python Fundamentals/1 -2.1 Built-in types.vtt
12.31 KB
2 - 2. Python Fundamentals/2 -2.2 Basic math operations.mp4
147.11 MB
2 - 2. Python Fundamentals/2 -2.2 Basic math operations.vtt
13.22 KB
2 - 2. Python Fundamentals/3 -2.3 Basic operations with strings (texts).mp4
157.33 MB
2 - 2. Python Fundamentals/3 -2.3 Basic operations with strings (texts).vtt
11.25 KB
2 - 2. Python Fundamentals/4 -2.4 Boolean values (bool).mp4
164.63 MB
2 - 2. Python Fundamentals/4 -2.4 Boolean values (bool).vtt
10.95 KB
2 - 2. Python Fundamentals/5 -2.5 Collections.mp4
241.09 MB
2 - 2. Python Fundamentals/5 -2.5 Collections.vtt
15.97 KB
3 - 3. Control Flow/1 -3.1 Conditional Structures.mp4
241.13 MB
3 - 3. Control Flow/1 -3.1 Conditional Structures.vtt
15.05 KB
3 - 3. Control Flow/10 -E3.3 - Exercise.mp4
41.8 MB
3 - 3. Control Flow/10 -E3.3 - Exercise.vtt
2.57 KB
3 - 3. Control Flow/11 -E3.4 - Exercise.mp4
71.15 MB
3 - 3. Control Flow/11 -E3.4 - Exercise.vtt
4.66 KB
3 - 3. Control Flow/12 -E3.5 - Exercise.mp4
49.73 MB
3 - 3. Control Flow/12 -E3.5 - Exercise.vtt
3.42 KB
3 - 3. Control Flow/13 -E3.6 - Exercise.mp4
39.09 MB
3 - 3. Control Flow/13 -E3.6 - Exercise.vtt
2.61 KB
3 - 3. Control Flow/2 -3.2 Loop Structures for.mp4
161.7 MB
3 - 3. Control Flow/2 -3.2 Loop Structures for.vtt
9.67 KB
3 - 3. Control Flow/3 -3.3 Loop Structures while.mp4
122.92 MB
3 - 3. Control Flow/3 -3.3 Loop Structures while.vtt
7.2 KB
3 - 3. Control Flow/4 -3.4 Boolean Operations.mp4
210.19 MB
3 - 3. Control Flow/4 -3.4 Boolean Operations.vtt
12.73 KB
3 - 3. Control Flow/5 -3.5 Other Ways to Generate Booleans isinstance(), in, is.mp4
152.66 MB
3 - 3. Control Flow/5 -3.5 Other Ways to Generate Booleans isinstance(), in, is.vtt
9.02 KB
3 - 3. Control Flow/6 -3.6 Iterables.mp4
69.15 MB
3 - 3. Control Flow/6 -3.6 Iterables.vtt
4.76 KB
3 - 3. Control Flow/7 -3.7 enumerate().mp4
137.42 MB
3 - 3. Control Flow/7 -3.7 enumerate().vtt
7.88 KB
3 - 3. Control Flow/8 -E3.1 - Exercise.mp4
61.61 MB
3 - 3. Control Flow/8 -E3.1 - Exercise.vtt
3.79 KB
3 - 3. Control Flow/9 -E3.2 - Exercise.mp4
31.56 MB
3 - 3. Control Flow/9 -E3.2 - Exercise.vtt
1.98 KB
4 - 4. Data Structures/1 -4.1 Methods for Lists.mp4
239.53 MB
4 - 4. Data Structures/1 -4.1 Methods for Lists.vtt
16.15 KB
4 - 4. Data Structures/10 -4.10 zip.mp4
64.49 MB
4 - 4. Data Structures/10 -4.10 zip.vtt
4.18 KB
4 - 4. Data Structures/11 -E4.1 - Exercise.mp4
54.53 MB
4 - 4. Data Structures/11 -E4.1 - Exercise.vtt
3.75 KB
4 - 4. Data Structures/12 -E4.2 - Exercise.mp4
30.65 MB
4 - 4. Data Structures/12 -E4.2 - Exercise.vtt
2.3 KB
4 - 4. Data Structures/13 -E4.3 - Exercise.mp4
85.71 MB
4 - 4. Data Structures/13 -E4.3 - Exercise.vtt
5.27 KB
4 - 4. Data Structures/14 -E4.4 - Exercise.mp4
49.7 MB
4 - 4. Data Structures/14 -E4.4 - Exercise.vtt
3.62 KB
4 - 4. Data Structures/15 -E4.5 - Exercise.mp4
50.33 MB
4 - 4. Data Structures/15 -E4.5 - Exercise.vtt
3.06 KB
4 - 4. Data Structures/16 -E4.6 - Exercise.mp4
43.52 MB
4 - 4. Data Structures/16 -E4.6 - Exercise.vtt
3.11 KB
4 - 4. Data Structures/2 -4.2 List Comprehensions.mp4
90.72 MB
4 - 4. Data Structures/2 -4.2 List Comprehensions.vtt
6.52 KB
4 - 4. Data Structures/3 -4.3 List Indexing and Slicing.mp4
152.15 MB
4 - 4. Data Structures/3 -4.3 List Indexing and Slicing.vtt
10.45 KB
4 - 4. Data Structures/4 -4.4 Methods for Tuples.mp4
80.96 MB
4 - 4. Data Structures/4 -4.4 Methods for Tuples.vtt
5.5 KB
4 - 4. Data Structures/5 -4.5 Tuple Unpacking.mp4
84.27 MB
4 - 4. Data Structures/5 -4.5 Tuple Unpacking.vtt
5.3 KB
4 - 4. Data Structures/6 -4.6 Methods for Sets.mp4
102.32 MB
4 - 4. Data Structures/6 -4.6 Methods for Sets.vtt
7.74 KB
4 - 4. Data Structures/7 -4.7 Set Operations.mp4
136.07 MB
4 - 4. Data Structures/7 -4.7 Set Operations.vtt
9.62 KB
4 - 4. Data Structures/8 -4.8 Dictionary Methods.mp4
219.6 MB
4 - 4. Data Structures/8 -4.8 Dictionary Methods.vtt
15.39 KB
4 - 4. Data Structures/9 -4.9 any and all.mp4
68.78 MB
4 - 4. Data Structures/9 -4.9 any and all.vtt
5.13 KB
5 - 5. Functions/1 -5.1 Functions.mp4
171.75 MB
5 - 5. Functions/1 -5.1 Functions.vtt
10.81 KB
5 - 5. Functions/2 -5.2 Functions and Keyword (Named) Arguments.mp4
74.34 MB
5 - 5. Functions/2 -5.2 Functions and Keyword (Named) Arguments.vtt
4.46 KB
5 - 5. Functions/3 -5.3 args.mp4
103.02 MB
5 - 5. Functions/3 -5.3 args.vtt
6.38 KB
5 - 5. Functions/4 -5.4 kwargs.mp4
50.43 MB
5 - 5. Functions/4 -5.4 kwargs.vtt
3.17 KB
5 - 5. Functions/5 -5.5 Docstring.mp4
89.37 MB
5 - 5. Functions/5 -5.5 Docstring.vtt
5.08 KB
5 - 5. Functions/6 -5.6 Lambda Functions.mp4
59.25 MB
5 - 5. Functions/6 -5.6 Lambda Functions.vtt
3.68 KB
5 - 5. Functions/7 -E5.1 - Exercise.mp4
17.77 MB
5 - 5. Functions/7 -E5.1 - Exercise.vtt
1.08 KB
5 - 5. Functions/8 -E5.2 - Exercise.mp4
25.73 MB
5 - 5. Functions/8 -E5.2 - Exercise.vtt
1.6 KB
5 - 5. Functions/9 -E5.3 - Exercise.mp4
12.01 MB
5 - 5. Functions/9 -E5.3 - Exercise.vtt
612 B
5 - 5. Functions/9 -E5.mp4
18.9 MB
5 - 5. Functions/9 -E5.vtt
502 B
6 - 6. Object-Oriented Programming/1 -6.1 Introduction to OOP (object-oriented programming).mp4
144.24 MB
6 - 6. Object-Oriented Programming/1 -6.1 Introduction to OOP (object-oriented programming).vtt
9.39 KB
6 - 6. Object-Oriented Programming/2 -6.2 Inheritance and Polymorphism.mp4
132.54 MB
6 - 6. Object-Oriented Programming/2 -6.2 Inheritance and Polymorphism.vtt
8.36 KB
6 - 6. Object-Oriented Programming/3 - The rest of the section is a placeholder.html
329 B
7 - 7. Texts and Files/1 -7.1 String Operations.mp4
154.15 MB
7 - 7. Texts and Files/1 -7.1 String Operations.vtt
9.29 KB
7 - 7. Texts and Files/2 -7.2 String Methods.mp4
195.23 MB
7 - 7. Texts and Files/2 -7.2 String Methods.vtt
11.96 KB
7 - 7. Texts and Files/3 -7.3 String Formatting.mp4
121.19 MB
7 - 7. Texts and Files/3 -7.3 String Formatting.vtt
7.89 KB
7 - 7. Texts and Files/4 -7.4 Reading and Writing Files.mp4
194.85 MB
7 - 7. Texts and Files/4 -7.4 Reading and Writing Files.vtt
13.22 KB
7 - 7. Texts and Files/5 -E7.1 - Exercise.mp4
56.88 MB
7 - 7. Texts and Files/5 -E7.1 - Exercise.vtt
3.41 KB
7 - 7. Texts and Files/6 -E7.2 - Exercise.mp4
84.91 MB
7 - 7. Texts and Files/6 -E7.2 - Exercise.vtt
5.34 KB
7 - 7. Texts and Files/7 -E7.3 - Exercise.mp4
90.66 MB
7 - 7. Texts and Files/7 -E7.3 - Exercise.vtt
6.23 KB
7 - 7. Texts and Files/8 -E7.4 - Exercise.mp4
93.1 MB
7 - 7. Texts and Files/8 -E7.4 - Exercise.vtt
6.1 KB
8 - 8 Error handling/1 -8.1 Try and Except Statements.mp4
119.91 MB
8 - 8 Error handling/1 -8.1 Try and Except Statements.vtt
7.26 KB
8 - 8 Error handling/2 -8.2 Python's Built-in Exceptions.mp4
68.89 MB
8 - 8 Error handling/2 -8.2 Python's Built-in Exceptions.vtt
4.14 KB
8 - 8 Error handling/3 -8.3 Try, Except Error.mp4
135.8 MB
8 - 8 Error handling/3 -8.3 Try, Except Error.vtt
8.59 KB
8 - 8 Error handling/4 -8.4 Custom Exceptions.mp4
119.97 MB
8 - 8 Error handling/4 -8.4 Custom Exceptions.vtt
7.49 KB
8 - 8 Error handling/5 - This section is a placeholder.html
354 B
9 - 10. Numpy/1 -10.1 Arrays.mp4
265.46 MB
9 - 10. Numpy/1 -10.1 Arrays.vtt
17.01 KB
9 - 10. Numpy/10 -E10.1 - Exercise.mp4
18.09 MB
9 - 10. Numpy/10 -E10.1 - Exercise.vtt
1.28 KB
9 - 10. Numpy/11 -E10.2 - Exercise.mp4
27.66 MB
9 - 10. Numpy/11 -E10.2 - Exercise.vtt
1.7 KB
9 - 10. Numpy/12 -E10.3 - Exercise.mp4
34.65 MB
9 - 10. Numpy/12 -E10.3 - Exercise.vtt
2.32 KB
9 - 10. Numpy/13 -E10.4 - Exercise.mp4
19.58 MB
9 - 10. Numpy/13 -E10.4 - Exercise.vtt
1.29 KB
9 - 10. Numpy/2 -10.2 Math functions.mp4
125.49 MB
9 - 10. Numpy/2 -10.2 Math functions.vtt
8.42 KB
9 - 10. Numpy/3 -10.3 Array Creation.mp4
321.92 MB
9 - 10. Numpy/3 -10.3 Array Creation.vtt
21.78 KB
9 - 10. Numpy/4 -10.4 Basic Operations with Arrays.mp4
115.48 MB
9 - 10. Numpy/4 -10.4 Basic Operations with Arrays.vtt
7.84 KB
9 - 10. Numpy/5 -10.5 Numpy Memory Management.mp4
104.98 MB
9 - 10. Numpy/5 -10.5 Numpy Memory Management.vtt
7.21 KB
9 - 10. Numpy/6 -10.6 Statistical Methods for Arrays.mp4
136.78 MB
9 - 10. Numpy/6 -10.6 Statistical Methods for Arrays.vtt
10.42 KB
9 - 10. Numpy/7 -10.7 Array Indexing and Slicing.mp4
203.66 MB
9 - 10. Numpy/7 -10.7 Array Indexing and Slicing.vtt
14.62 KB
9 - 10. Numpy/8 -10.8 Matrices in Numpy.mp4
135.88 MB
9 - 10. Numpy/8 -10.8 Matrices in Numpy.vtt
9.6 KB
9 - 10. Numpy/9 -10.9 Vectors.mp4
111.58 MB
9 - 10. Numpy/9 -10.9 Vectors.vtt
7.31 KB
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