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[ DevCourseWeb com ] Udemy - 2023 Master Class On Data Science Using Python A-Z - For Ml
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Get Bonus Downloads Here.url (Size: 2.43 GB) (Files: 82)
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1 - BONUS Python Crash Course
1 - Variables in Python.mp4
10 - While loop.mp4
11 - Example of while loop.mp4
12 - For Loop.mp4
13 - Example of For Loop.mp4
14 - Break Continue Statement.mp4
15 - Introduction to containers.mp4
16 - Creating and accessing lists in Python.mp4
17 - List indexing and slicing.mp4
18 - Working with List methods.mp4
19 - Working with operators on lists.mp4
2 - Conditionals If statement.mp4
20 - List Comprehension.mp4
21 - Tuple definition.mp4
22 - Tuples.mp4
23 - Tuple Indexing Slicing.mp4
24 - Manipulating Tuples.mp4
25 - Unpacking Tuples.mp4
26 - Sets.mp4
27 - Dictionaries.mp4
28 - Basics of dictionary.mp4
29 - Accessing dictionary.mp4
3 - Example for If statement.mp4
30 - len str type functions in dictionary.mp4
31 - Functions in python.mp4
32 - Example program1 on Functions.mp4
33 - Example program2 on functions.mp4
4 - If else statement.mp4
5 - Example of If else statement.mp4
6 - Nested If statement.mp4
7 - Example for Nested If statement.mp4
8 - Elif statement.mp4
9 - Example for Elif statement.mp4
2 - Data Handling using Numpy
34 - Introduction to modules in python.mp4
35 - Creating Displaying 1D array.mp4
36 - Understanding 1D array Index.mp4
37 - Creating Array of 0s and Array of 1s.mp4
38 - Sorting elements in 1D array.mp4
39 - Slicing a 1D array.mp4
40 - Mathematical Operations on Array.mp4
41 - Searching an element in a Array.mp4
42 - Filtering an array.mp4
43 - Checking whether given array is empty or not.mp4
44 - Creating Displaying 2D array.mp4
45 - ndim Attribute.mp4
46 - Size Attribute.mp4
47 - Shape and reshape of array.mp4
48 - Creating an Identity Matrix.mp4
49 - arange.mp4
50 - linspace.mp4
51 - Random array.mp4
52 - Random matrix.mp4
53 - Creating a diagonal matrix.mp4
54 - Flatten a Matrix.mp4
55 - Computing Trace of a Matrix.mp4
56 - Finding Transpose of a Matrix.mp4
57 - Negative indexing to access elements in a 2D array.mp4
3 - Data Handling using Pandas
58 - Introduction to Pandas.mp4
59 - Working with series in Pandas.mp4
60 - Combining series with Numpy.mp4
61 - Finding number of elements in a series.mp4
62 - Computing mean max and min in a series.mp4
63 - Sorting a Series.mp4
64 - Displaying Unique values in a Series.mp4
65 - Summary of series statistics.mp4
4 - Data Visualization using Matplotlib in Python
66 - Introduction to Matplotlib.mp4
67 - Creating Line Graph.mp4
68 - Creating Bar Graph.mp4
69 - Creating Scatter Graph.mp4
70 - Creating Histogram Graph.mp4
71 - Creating Pie Chart.mp4
72 - Creating 3D Plot.mp4
73 - Creating 3D Line graph.mp4
5 - Data Visualization using Seaborn in Python
74 - Understanding a sample Dataset Downloadable.mp4
74 - tips.csv
75 - Introduction to Seaborn.mp4
76 - Swarm Plot.mp4
77 - Violin Plot.mp4
78 - Facet Grids.mp4
79 - Heatmap.mp4
Bonus Resources.txt
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