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Udemy - Python for Engineers and Scientists basic to advanced (8.2024)

File Name
Size
1 - Introduction/1 -Introduction - course overview.mp4
147 MB
1 - Introduction/1 -Introduction - course overview.vtt
11 kB
1 - Introduction/2 -Installation of Anaconda - common users.mp4
276 MB
1 - Introduction/2 -Installation of Anaconda - common users.vtt
19 kB
1 - Introduction/3 -Installation of pure Python - advanced users (pip install).mp4
134 MB
1 - Introduction/3 -Installation of pure Python - advanced users (pip install).vtt
8.7 kB
1 - Introduction/4 -Download the course lectures.mp4
53 MB
1 - Introduction/4 -Download the course lectures.vtt
3.7 kB
1 - Introduction/5 -Execution - cmd and ipython basic execution.mp4
130 MB
1 - Introduction/5 -Execution - cmd and ipython basic execution.vtt
8.7 kB
1 - Introduction/6 -Execution - Spyder.mp4
116 MB
1 - Introduction/6 -Execution - Spyder.vtt
7.9 kB
1 - Introduction/7 -Execution - Jupyter notebook and colab.mp4
169 MB
1 - Introduction/7 -Execution - Jupyter notebook and colab.vtt
12 kB
10 - 11. Pandas/1 -11.1 Series.mp4
208 MB
10 - 11. Pandas/1 -11.1 Series.vtt
15 kB
10 - 11. Pandas/10 -11.10 Pivot Table.mp4
162 MB
10 - 11. Pandas/10 -11.10 Pivot Table.vtt
12 kB
10 - 11. Pandas/11 -E11.1 - Exercise.mp4
85 MB
10 - 11. Pandas/11 -E11.1 - Exercise.vtt
5.9 kB
10 - 11. Pandas/12 -E11.2 - Exercise.mp4
61 MB
10 - 11. Pandas/12 -E11.2 - Exercise.vtt
4.2 kB
10 - 11. Pandas/2 -11.2 DataFrame.mp4
236 MB
10 - 11. Pandas/2 -11.2 DataFrame.vtt
17 kB
10 - 11. Pandas/3 -11.3 Basic Methods for DataFrames.mp4
187 MB
10 - 11. Pandas/3 -11.3 Basic Methods for DataFrames.vtt
15 kB
10 - 11. Pandas/4 -11.4 Reading and Writing Files.mp4
258 MB
10 - 11. Pandas/4 -11.4 Reading and Writing Files.vtt
20 kB
10 - 11. Pandas/5 -11.5 Selecting Rows and Columns with loc and iloc.mp4
142 MB
10 - 11. Pandas/5 -11.5 Selecting Rows and Columns with loc and iloc.vtt
10 kB
10 - 11. Pandas/6 -11.6 Filters.mp4
128 MB
10 - 11. Pandas/6 -11.6 Filters.vtt
9.6 kB
10 - 11. Pandas/7 -11.7 Data Cleaning - Preprocessing.mp4
284 MB
10 - 11. Pandas/7 -11.7 Data Cleaning - Preprocessing.vtt
21 kB
10 - 11. Pandas/8 -11.8 Join Method.mp4
169 MB
10 - 11. Pandas/8 -11.8 Join Method.vtt
13 kB
10 - 11. Pandas/9 -11.9 concat Function.mp4
146 MB
10 - 11. Pandas/9 -11.9 concat Function.vtt
10 kB
11 - 12. Graphics with Matplotlib pyplot/1 -12.1 Pyplot and Graphical Elements.mp4
172 MB
11 - 12. Graphics with Matplotlib pyplot/1 -12.1 Pyplot and Graphical Elements.vtt
12 kB
11 - 12. Graphics with Matplotlib pyplot/2 -12.2 Subplots.mp4
166 MB
11 - 12. Graphics with Matplotlib pyplot/2 -12.2 Subplots.vtt
12 kB
11 - 12. Graphics with Matplotlib pyplot/3 -12.3 Bar Plot.mp4
134 MB
11 - 12. Graphics with Matplotlib pyplot/3 -12.3 Bar Plot.vtt
9.9 kB
11 - 12. Graphics with Matplotlib pyplot/4 -12.4 Pie Chart.mp4
110 MB
11 - 12. Graphics with Matplotlib pyplot/4 -12.4 Pie Chart.vtt
7.2 kB
11 - 12. Graphics with Matplotlib pyplot/5 -12.5 Surface Plots.mp4
151 MB
11 - 12. Graphics with Matplotlib pyplot/5 -12.5 Surface Plots.vtt
11 kB
12 - 13. Sympy/1 -13.1 Basic Operations.mp4
149 MB
12 - 13. Sympy/1 -13.1 Basic Operations.vtt
10 kB
12 - 13. Sympy/10 -E13.5 - Exercise.mp4
9.9 MB
12 - 13. Sympy/10 -E13.5 - Exercise.vtt
2.0 kB
12 - 13. Sympy/11 -E13.6 - Exercise.mp4
17 MB
12 - 13. Sympy/11 -E13.6 - Exercise.vtt
3.9 kB
12 - 13. Sympy/12 -E13.7 - Exercise.mp4
61 MB
12 - 13. Sympy/12 -E13.7 - Exercise.vtt
12 kB
12 - 13. Sympy/13 -E13.8 - Exercise.mp4
71 MB
12 - 13. Sympy/13 -E13.8 - Exercise.vtt
13 kB
12 - 13. Sympy/2 -13.2 Matrices.mp4
126 MB
12 - 13. Sympy/2 -13.2 Matrices.vtt
9.6 kB
12 - 13. Sympy/3 -13.3 Calculus Functions.mp4
100 MB
12 - 13. Sympy/3 -13.3 Calculus Functions.vtt
7.3 kB
12 - 13. Sympy/4 -13.4 Solvers (Algebraic, Linear and Nonlinear Systems).mp4
214 MB
12 - 13. Sympy/4 -13.4 Solvers (Algebraic, Linear and Nonlinear Systems).vtt
15 kB
12 - 13. Sympy/5 -13.5 Solver (Differential Equations).mp4
35 MB
12 - 13. Sympy/5 -13.5 Solver (Differential Equations).vtt
7.6 kB
12 - 13. Sympy/6 -E13.1 - Exercise.mp4
80 MB
12 - 13. Sympy/6 -E13.1 - Exercise.vtt
6.2 kB
12 - 13. Sympy/7 -E13.2 - Exercise.mp4
16 MB
12 - 13. Sympy/7 -E13.2 - Exercise.vtt
3.8 kB
12 - 13. Sympy/8 -E13.3 - Exercise.mp4
11 MB
12 - 13. Sympy/8 -E13.3 - Exercise.vtt
2.8 kB
12 - 13. Sympy/9 -E13.4 - Exercise.mp4
44 MB
12 - 13. Sympy/9 -E13.4 - Exercise.vtt
9.1 kB
13 - 14. Scipy/1 -14.1 Matrix Functions.mp4
46 MB
13 - 14. Scipy/1 -14.1 Matrix Functions.vtt
7.6 kB
13 - 14. Scipy/10 -E14.5 - Exercise.mp4
13 MB
13 - 14. Scipy/10 -E14.5 - Exercise.vtt
2.8 kB
13 - 14. Scipy/11 -E14.6 - Exercise.mp4
48 MB
13 - 14. Scipy/11 -E14.6 - Exercise.vtt
9.6 kB
13 - 14. Scipy/2 -14.2 Linear Systems.mp4
32 MB
13 - 14. Scipy/2 -14.2 Linear Systems.vtt
4.5 kB
13 - 14. Scipy/3 -14.3 Eigenvalues and Eigenvectors.mp4
62 MB
13 - 14. Scipy/3 -14.3 Eigenvalues and Eigenvectors.vtt
11 kB
13 - 14. Scipy/4 -14.4 Integral.mp4
34 MB
13 - 14. Scipy/4 -14.4 Integral.vtt
7.4 kB
13 - 14. Scipy/5 -14.5 Differential equations ODE.mp4
61 MB
13 - 14. Scipy/5 -14.5 Differential equations ODE.vtt
13 kB
13 - 14. Scipy/6 -E14.1 - Exercise.mp4
42 MB
13 - 14. Scipy/6 -E14.1 - Exercise.vtt
7.6 kB
13 - 14. Scipy/7 -E14.2 - Exercise.mp4
19 MB
13 - 14. Scipy/7 -E14.2 - Exercise.vtt
3.1 kB
13 - 14. Scipy/8 -E14.3 - Exercise.mp4
7.6 MB
13 - 14. Scipy/8 -E14.3 - Exercise.vtt
1.4 kB
13 - 14. Scipy/9 -E14.4 - Exercise.mp4
18 MB
13 - 14. Scipy/9 -E14.4 - Exercise.vtt
3.7 kB
2 - 2. Python Fundamentals/1 -2.1 Built-in types.mp4
176 MB
2 - 2. Python Fundamentals/1 -2.1 Built-in types.vtt
12 kB
2 - 2. Python Fundamentals/2 -2.2 Basic math operations.mp4
147 MB
2 - 2. Python Fundamentals/2 -2.2 Basic math operations.vtt
13 kB
2 - 2. Python Fundamentals/3 -2.3 Basic operations with strings (texts).mp4
157 MB
2 - 2. Python Fundamentals/3 -2.3 Basic operations with strings (texts).vtt
11 kB
2 - 2. Python Fundamentals/4 -2.4 Boolean values (bool).mp4
165 MB
2 - 2. Python Fundamentals/4 -2.4 Boolean values (bool).vtt
11 kB
2 - 2. Python Fundamentals/5 -2.5 Collections.mp4
241 MB
2 - 2. Python Fundamentals/5 -2.5 Collections.vtt
16 kB
3 - 3. Control Flow/1 -3.1 Conditional Structures.mp4
241 MB
3 - 3. Control Flow/1 -3.1 Conditional Structures.vtt
15 kB
3 - 3. Control Flow/10 -E3.3 - Exercise.mp4
42 MB
3 - 3. Control Flow/10 -E3.3 - Exercise.vtt
2.6 kB
3 - 3. Control Flow/11 -E3.4 - Exercise.mp4
71 MB
3 - 3. Control Flow/11 -E3.4 - Exercise.vtt
4.7 kB
3 - 3. Control Flow/12 -E3.5 - Exercise.mp4
50 MB
3 - 3. Control Flow/12 -E3.5 - Exercise.vtt
3.4 kB
3 - 3. Control Flow/13 -E3.6 - Exercise.mp4
39 MB
3 - 3. Control Flow/13 -E3.6 - Exercise.vtt
2.6 kB
3 - 3. Control Flow/2 -3.2 Loop Structures for.mp4
162 MB
3 - 3. Control Flow/2 -3.2 Loop Structures for.vtt
9.7 kB
3 - 3. Control Flow/3 -3.3 Loop Structures while.mp4
123 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 MB
3 - 3. Control Flow/4 -3.4 Boolean Operations.vtt
13 kB
3 - 3. Control Flow/5 -3.5 Other Ways to Generate Booleans isinstance(), in, is.mp4
153 MB
3 - 3. Control Flow/5 -3.5 Other Ways to Generate Booleans isinstance(), in, is.vtt
9.0 kB
3 - 3. Control Flow/6 -3.6 Iterables.mp4
69 MB
3 - 3. Control Flow/6 -3.6 Iterables.vtt
4.8 kB
3 - 3. Control Flow/7 -3.7 enumerate().mp4
137 MB
3 - 3. Control Flow/7 -3.7 enumerate().vtt
7.9 kB
3 - 3. Control Flow/8 -E3.1 - Exercise.mp4
62 MB
3 - 3. Control Flow/8 -E3.1 - Exercise.vtt
3.8 kB
3 - 3. Control Flow/9 -E3.2 - Exercise.mp4
32 MB
3 - 3. Control Flow/9 -E3.2 - Exercise.vtt
2.0 kB
4 - 4. Data Structures/1 -4.1 Methods for Lists.mp4
240 MB
4 - 4. Data Structures/1 -4.1 Methods for Lists.vtt
16 kB
4 - 4. Data Structures/10 -4.10 zip.mp4
64 MB
4 - 4. Data Structures/10 -4.10 zip.vtt
4.2 kB
4 - 4. Data Structures/11 -E4.1 - Exercise.mp4
54 MB
4 - 4. Data Structures/11 -E4.1 - Exercise.vtt
3.8 kB
4 - 4. Data Structures/12 -E4.2 - Exercise.mp4
31 MB
4 - 4. Data Structures/12 -E4.2 - Exercise.vtt
2.3 kB
4 - 4. Data Structures/13 -E4.3 - Exercise.mp4
86 MB
4 - 4. Data Structures/13 -E4.3 - Exercise.vtt
5.3 kB
4 - 4. Data Structures/14 -E4.4 - Exercise.mp4
50 MB
4 - 4. Data Structures/14 -E4.4 - Exercise.vtt
3.6 kB
4 - 4. Data Structures/15 -E4.5 - Exercise.mp4
50 MB
4 - 4. Data Structures/15 -E4.5 - Exercise.vtt
3.1 kB
4 - 4. Data Structures/16 -E4.6 - Exercise.mp4
44 MB
4 - 4. Data Structures/16 -E4.6 - Exercise.vtt
3.1 kB
4 - 4. Data Structures/2 -4.2 List Comprehensions.mp4
91 MB
4 - 4. Data Structures/2 -4.2 List Comprehensions.vtt
6.5 kB
4 - 4. Data Structures/3 -4.3 List Indexing and Slicing.mp4
152 MB
4 - 4. Data Structures/3 -4.3 List Indexing and Slicing.vtt
10 kB
4 - 4. Data Structures/4 -4.4 Methods for Tuples.mp4
81 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 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 MB
4 - 4. Data Structures/6 -4.6 Methods for Sets.vtt
7.7 kB
4 - 4. Data Structures/7 -4.7 Set Operations.mp4
136 MB
4 - 4. Data Structures/7 -4.7 Set Operations.vtt
9.6 kB
4 - 4. Data Structures/8 -4.8 Dictionary Methods.mp4
220 MB
4 - 4. Data Structures/8 -4.8 Dictionary Methods.vtt
15 kB
4 - 4. Data Structures/9 -4.9 any and all.mp4
69 MB
4 - 4. Data Structures/9 -4.9 any and all.vtt
5.1 kB
5 - 5. Functions/1 -5.1 Functions.mp4
172 MB
5 - 5. Functions/1 -5.1 Functions.vtt
11 kB
5 - 5. Functions/2 -5.2 Functions and Keyword (Named) Arguments.mp4
74 MB
5 - 5. Functions/2 -5.2 Functions and Keyword (Named) Arguments.vtt
4.5 kB
5 - 5. Functions/3 -5.3 args.mp4
103 MB
5 - 5. Functions/3 -5.3 args.vtt
6.4 kB
5 - 5. Functions/4 -5.4 kwargs.mp4
50 MB
5 - 5. Functions/4 -5.4 kwargs.vtt
3.2 kB
5 - 5. Functions/5 -5.5 Docstring.mp4
89 MB
5 - 5. Functions/5 -5.5 Docstring.vtt
5.1 kB
5 - 5. Functions/6 -5.6 Lambda Functions.mp4
59 MB
5 - 5. Functions/6 -5.6 Lambda Functions.vtt
3.7 kB
5 - 5. Functions/7 -E5.1 - Exercise.mp4
18 MB
5 - 5. Functions/7 -E5.1 - Exercise.vtt
1.1 kB
5 - 5. Functions/8 -E5.2 - Exercise.mp4
26 MB
5 - 5. Functions/8 -E5.2 - Exercise.vtt
1.6 kB
5 - 5. Functions/9 -E5.3 - Exercise.mp4
12 MB
5 - 5. Functions/9 -E5.3 - Exercise.vtt
612 B
5 - 5. Functions/9 -E5.mp4
19 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 MB
6 - 6. Object-Oriented Programming/1 -6.1 Introduction to OOP (object-oriented programming).vtt
9.4 kB
6 - 6. Object-Oriented Programming/2 -6.2 Inheritance and Polymorphism.mp4
132 MB
6 - 6. Object-Oriented Programming/2 -6.2 Inheritance and Polymorphism.vtt
8.4 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 MB
7 - 7. Texts and Files/1 -7.1 String Operations.vtt
9.3 kB
7 - 7. Texts and Files/2 -7.2 String Methods.mp4
195 MB
7 - 7. Texts and Files/2 -7.2 String Methods.vtt
12 kB
7 - 7. Texts and Files/3 -7.3 String Formatting.mp4
121 MB
7 - 7. Texts and Files/3 -7.3 String Formatting.vtt
7.9 kB
7 - 7. Texts and Files/4 -7.4 Reading and Writing Files.mp4
195 MB
7 - 7. Texts and Files/4 -7.4 Reading and Writing Files.vtt
13 kB
7 - 7. Texts and Files/5 -E7.1 - Exercise.mp4
57 MB
7 - 7. Texts and Files/5 -E7.1 - Exercise.vtt
3.4 kB
7 - 7. Texts and Files/6 -E7.2 - Exercise.mp4
85 MB
7 - 7. Texts and Files/6 -E7.2 - Exercise.vtt
5.3 kB
7 - 7. Texts and Files/7 -E7.3 - Exercise.mp4
91 MB
7 - 7. Texts and Files/7 -E7.3 - Exercise.vtt
6.2 kB
7 - 7. Texts and Files/8 -E7.4 - Exercise.mp4
93 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
120 MB
8 - 8 Error handling/1 -8.1 Try and Except Statements.vtt
7.3 kB
8 - 8 Error handling/2 -8.2 Python's Built-in Exceptions.mp4
69 MB
8 - 8 Error handling/2 -8.2 Python's Built-in Exceptions.vtt
4.1 kB
8 - 8 Error handling/3 -8.3 Try, Except Error.mp4
136 MB
8 - 8 Error handling/3 -8.3 Try, Except Error.vtt
8.6 kB
8 - 8 Error handling/4 -8.4 Custom Exceptions.mp4
120 MB
8 - 8 Error handling/4 -8.4 Custom Exceptions.vtt
7.5 kB
8 - 8 Error handling/5 - This section is a placeholder.html
354 B
9 - 10. Numpy/1 -10.1 Arrays.mp4
266 MB
9 - 10. Numpy/1 -10.1 Arrays.vtt
17 kB
9 - 10. Numpy/10 -E10.1 - Exercise.mp4
18 MB
9 - 10. Numpy/10 -E10.1 - Exercise.vtt
1.3 kB
9 - 10. Numpy/11 -E10.2 - Exercise.mp4
28 MB
9 - 10. Numpy/11 -E10.2 - Exercise.vtt
1.7 kB
9 - 10. Numpy/12 -E10.3 - Exercise.mp4
35 MB
9 - 10. Numpy/12 -E10.3 - Exercise.vtt
2.3 kB
9 - 10. Numpy/13 -E10.4 - Exercise.mp4
20 MB
9 - 10. Numpy/13 -E10.4 - Exercise.vtt
1.3 kB
9 - 10. Numpy/2 -10.2 Math functions.mp4
126 MB
9 - 10. Numpy/2 -10.2 Math functions.vtt
8.4 kB
9 - 10. Numpy/3 -10.3 Array Creation.mp4
322 MB
9 - 10. Numpy/3 -10.3 Array Creation.vtt
22 kB
9 - 10. Numpy/4 -10.4 Basic Operations with Arrays.mp4
116 MB
9 - 10. Numpy/4 -10.4 Basic Operations with Arrays.vtt
7.8 kB
9 - 10. Numpy/5 -10.5 Numpy Memory Management.mp4
105 MB
9 - 10. Numpy/5 -10.5 Numpy Memory Management.vtt
7.2 kB
9 - 10. Numpy/6 -10.6 Statistical Methods for Arrays.mp4
137 MB
9 - 10. Numpy/6 -10.6 Statistical Methods for Arrays.vtt
10 kB
9 - 10. Numpy/7 -10.7 Array Indexing and Slicing.mp4
204 MB
9 - 10. Numpy/7 -10.7 Array Indexing and Slicing.vtt
15 kB
9 - 10. Numpy/8 -10.8 Matrices in Numpy.mp4
136 MB
9 - 10. Numpy/8 -10.8 Matrices in Numpy.vtt
9.6 kB
9 - 10. Numpy/9 -10.9 Vectors.mp4
112 MB
9 - 10. Numpy/9 -10.9 Vectors.vtt
7.3 kB