12.63 GB | 19min 35s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
1 -Introduction - course overview.mp4 (147.44 MB)
2 -Installation of Anaconda - common users.mp4 (276.18 MB)
3 -Installation of pure Python - advanced users (pip install).mp4 (134.26 MB)
4 -Download the course lectures.mp4 (53.17 MB)
5 -Execution - cmd and ipython basic execution.mp4 (129.7 MB)
6 -Execution - Spyder.mp4 (115.84 MB)
7 -Execution - Jupyter notebook and colab.mp4 (168.93 MB)
1 -2 1 Built-in types.mp4 (175.91 MB)
2 -2 2 Basic math operations.mp4 (147.11 MB)
3 -2 3 Basic operations with strings (texts).mp4 (157.33 MB)
4 -2 4 Boolean values (bool).mp4 (164.63 MB)
5 -2 5 Collections.mp4 (241.09 MB)
1 -3 1 Conditional Structures.mp4 (241.13 MB)
2 -3 2 Loop Structures for.mp4 (161.7 MB)
3 -3 3 Loop Structures while.mp4 (122.92 MB)
4 -3 4 Boolean Operations.mp4 (210.19 MB)
5 -3 5 Other Ways to Generate Booleans isinstance(), in, is.mp4 (152.66 MB)
6 -3 6 Iterables.mp4 (69.15 MB)
7 -3 7 enumerate().mp4 (137.42 MB)
8 -E3 1 - Exercise.mp4 (61.61 MB)
9 -E3 2 - Exercise.mp4 (31.56 MB)
10 -E3 3 - Exercise.mp4 (41.8 MB)
11 -E3 4 - Exercise.mp4 (71.15 MB)
12 -E3 5 - Exercise.mp4 (49.73 MB)
13 -E3 6 - Exercise.mp4 (39.09 MB)
1 -4 1 Methods for Lists.mp4 (239.53 MB)
2 -4 2 List Comprehensions.mp4 (90.72 MB)
3 -4 3 List Indexing and Slicing.mp4 (152.15 MB)
4 -4 4 Methods for Tuples.mp4 (80.96 MB)
5 -4 5 Tuple Unpacking.mp4 (84.27 MB)
6 -4 6 Methods for Sets.mp4 (102.32 MB)
7 -4 7 Set Operations.mp4 (136.07 MB)
8 -4 8 Dictionary Methods.mp4 (219.6 MB)
9 -4 9 any and all.mp4 (68.78 MB)
10 -4 10 zip.mp4 (64.49 MB)
11 -E4 1 - Exercise.mp4 (54.53 MB)
12 -E4 2 - Exercise.mp4 (30.65 MB)
13 -E4 3 - Exercise.mp4 (85.71 MB)
14 -E4 4 - Exercise.mp4 (49.7 MB)
15 -E4 5 - Exercise.mp4 (50.33 MB)
16 -E4 6 - Exercise.mp4 (43.52 MB)
1 -5 1 Functions.mp4 (171.75 MB)
2 -5 2 Functions and Keyword (Named) Arguments.mp4 (74.34 MB)
3 -5 3 args.mp4 (103.02 MB)
4 -5 4 kwargs.mp4 (50.43 MB)
5 -5 5 Docstring.mp4 (89.37 MB)
6 -5 6 Lambda Functions.mp4 (59.25 MB)
7 -E5 1 - Exercise.mp4 (17.77 MB)
8 -E5 2 - Exercise.mp4 (25.73 MB)
9 -E5 3 - Exercise.mp4 (12.01 MB)
9 -E5.mp4 (18.9 MB)
1 -6 1 Introduction to OOP (object-oriented programming).mp4 (144.24 MB)
2 -6 2 Inheritance and Polymorphism.mp4 (132.54 MB)
1 -7 1 String Operations.mp4 (154.15 MB)
2 -7 2 String Methods.mp4 (195.23 MB)
3 -7 3 String Formatting.mp4 (121.19 MB)
4 -7 4 Reading and Writing Files.mp4 (194.85 MB)
5 -E7 1 - Exercise.mp4 (56.88 MB)
6 -E7 2 - Exercise.mp4 (84.91 MB)
7 -E7 3 - Exercise.mp4 (90.66 MB)
8 -E7 4 - Exercise.mp4 (93.1 MB)
1 -8 1 Try and Except Statements.mp4 (119.91 MB)
2 -8 2 Python's Built-in Exceptions.mp4 (68.89 MB)
3 -8 3 Try, Except Error.mp4 (135.8 MB)
4 -8 4 Custom Exceptions.mp4 (119.97 MB)
1 -10 1 Arrays.mp4 (265.46 MB)
2 -10 2 Math functions.mp4 (125.49 MB)
3 -10 3 Array Creation.mp4 (321.92 MB)
4 -10 4 Basic Operations with Arrays.mp4 (115.48 MB)
5 -10 5 Numpy Memory Management.mp4 (104.98 MB)
6 -10 6 Statistical Methods for Arrays.mp4 (136.78 MB)
7 -10 7 Array Indexing and Slicing.mp4 (203.66 MB)
8 -10 8 Matrices in Numpy.mp4 (135.88 MB)
9 -10 9 Vectors.mp4 (111.58 MB)
10 -E10 1 - Exercise.mp4 (18.09 MB)
11 -E10 2 - Exercise.mp4 (27.66 MB)
12 -E10 3 - Exercise.mp4 (34.65 MB)
13 -E10 4 - Exercise.mp4 (19.58 MB)
1 -11 1 Series.mp4 (208.25 MB)
2 -11 2 DataFrame.mp4 (236.15 MB)
3 -11 3 Basic Methods for DataFrames.mp4 (187.31 MB)
4 -11 4 Reading and Writing Files.mp4 (257.62 MB)
5 -11 5 Selecting Rows and Columns with loc and iloc.mp4 (141.9 MB)
6 -11 6 Filters.mp4 (128.15 MB)
7 -11 7 Data Cleaning - Preprocessing.mp4 (284.49 MB)
8 -11 8 Join Method.mp4 (169.19 MB)
9 -11 9 concat Function.mp4 (146.05 MB)
10 -11 10 Pivot Table.mp4 (162.21 MB)
11 -E11 1 - Exercise.mp4 (85.01 MB)
12 -E11 2 - Exercise.mp4 (60.76 MB)
1 -12 1 Pyplot and Graphical Elements.mp4 (171.9 MB)
2 -12 2 Subplots.mp4 (166.25 MB)
3 -12 3 Bar Plot.mp4 (134.34 MB)
4 -12 4 Pie Chart.mp4 (109.59 MB)
5 -12 5 Surface Plots.mp4 (151.08 MB)
1 -13 1 Basic Operations.mp4 (149.42 MB)
2 -13 2 Matrices.mp4 (125.47 MB)
3 -13 3 Calculus Functions.mp4 (100.27 MB)
4 -13 4 Solvers (Algebraic, Linear and Nonlinear Systems).mp4 (213.61 MB)
5 -13 5 Solver (Differential Equations).mp4 (35.06 MB)
6 -E13 1 - Exercise.mp4 (79.65 MB)
7 -E13 2 - Exercise.mp4 (16.18 MB)
8 -E13 3 - Exercise.mp4 (11.41 MB)
9 -E13 4 - Exercise.mp4 (44.13 MB)
10 -E13 5 - Exercise.mp4 (9.91 MB)
11 -E13 6 - Exercise.mp4 (17.44 MB)
12 -E13 7 - Exercise.mp4 (60.59 MB)
13 -E13 8 - Exercise.mp4 (70.95 MB)
1 -14 1 Matrix Functions.mp4 (46.37 MB)
2 -14 2 Linear Systems.mp4 (32.54 MB)
3 -14 3 Eigenvalues and Eigenvectors.mp4 (62.37 MB)
4 -14 4 Integral.mp4 (34.45 MB)
5 -14 5 Differential equations ODE.mp4 (60.74 MB)
6 -E14 1 - Exercise.mp4 (42.11 MB)
7 -E14 2 - Exercise.mp4 (18.74 MB)
8 -E14 3 - Exercise.mp4 (7.58 MB)
9 -E14 4 - Exercise.mp4 (18.23 MB)
10 -E14 5 - Exercise.mp4 (12.86 MB)
11 -E14 6 - Exercise.mp4 (48.39 MB)]
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