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TORRENT DETAILS
Udemy - 2023 Master Class On Data Science Using Python A-Z - For Ml
TORRENT SUMMARY
Status:
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Language: English | Size: 2.43 GB | Duration: 5h 49m
Python NumPy, Pandas, Matplotlib and Seaborn for Data Analysis, Data Science and ML. Pre-machine learning Analysis.
What you'll learn
Students will learn how to create and manipulate arrays, perform mathematical operations on arrays, and use functions such as sorting, searching, and statistics
Students will learn how to create and manipulate Series and Data Frames.
Students will learn how to create plots and charts, customize the appearance of visualizations, and add annotations and labels.
NumPy, Pandas, and Matplotlib will typically teach students how to use these tools to analyze and visualize data.
Requirements
Little knowledge in Python will be an added advantage. Student can still learn python basics from the BONUS section.
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - BONUS Python Crash Course/1 - Variables in Python.mp4
25.1 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/10 - While loop.mp4
32.6 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/11 - Example of while loop.mp4
15.4 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/12 - For Loop.mp4
37.5 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/13 - Example of For Loop.mp4
12.1 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/14 - Break Continue Statement.mp4
12.2 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/15 - Introduction to containers.mp4
45 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/16 - Creating and accessing lists in Python.mp4
41.7 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/17 - List indexing and slicing.mp4
39.1 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/18 - Working with List methods.mp4
189.7 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/19 - Working with operators on lists.mp4
19.2 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/2 - Conditionals If statement.mp4
23.8 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/20 - List Comprehension.mp4
18 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/21 - Tuple definition.mp4
49.5 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/22 - Tuples.mp4
15 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/23 - Tuple Indexing Slicing.mp4
78.6 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/24 - Manipulating Tuples.mp4
28.5 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/25 - Unpacking Tuples.mp4
5.4 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/26 - Sets.mp4
48.5 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/27 - Dictionaries.mp4
75.4 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/28 - Basics of dictionary.mp4
133.1 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/29 - Accessing dictionary.mp4
44.3 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/3 - Example for If statement.mp4
20.1 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/30 - len str type functions in dictionary.mp4
25.9 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/31 - Functions in python.mp4
33 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/32 - Example program1 on Functions.mp4
58.2 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/33 - Example program2 on functions.mp4
52.7 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/4 - If else statement.mp4
10 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/5 - Example of If else statement.mp4
12.4 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/6 - Nested If statement.mp4
18.2 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/7 - Example for Nested If statement.mp4
24.6 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/8 - Elif statement.mp4
18.6 MB
~Get Your Files Here !/1 - BONUS Python Crash Course/9 - Example for Elif statement.mp4
15.2 MB
~Get Your Files Here !/2 - Data Handling using Numpy/34 - Introduction to modules in python.mp4
11.3 MB
~Get Your Files Here !/2 - Data Handling using Numpy/35 - Creating Displaying 1D array.mp4
13.9 MB
~Get Your Files Here !/2 - Data Handling using Numpy/36 - Understanding 1D array Index.mp4
35.1 MB
~Get Your Files Here !/2 - Data Handling using Numpy/37 - Creating Array of 0s and Array of 1s.mp4
21.9 MB
~Get Your Files Here !/2 - Data Handling using Numpy/38 - Sorting elements in 1D array.mp4
15.4 MB
~Get Your Files Here !/2 - Data Handling using Numpy/39 - Slicing a 1D array.mp4
42.6 MB
~Get Your Files Here !/2 - Data Handling using Numpy/40 - Mathematical Operations on Array.mp4
53.4 MB
~Get Your Files Here !/2 - Data Handling using Numpy/41 - Searching an element in a Array.mp4
30.6 MB
~Get Your Files Here !/2 - Data Handling using Numpy/42 - Filtering an array.mp4
17.7 MB
~Get Your Files Here !/2 - Data Handling using Numpy/43 - Checking whether given array is empty or not.mp4
32.3 MB
~Get Your Files Here !/2 - Data Handling using Numpy/44 - Creating Displaying 2D array.mp4
11.7 MB
~Get Your Files Here !/2 - Data Handling using Numpy/45 - ndim Attribute.mp4
26.9 MB
~Get Your Files Here !/2 - Data Handling using Numpy/46 - Size Attribute.mp4
28.5 MB
~Get Your Files Here !/2 - Data Handling using Numpy/47 - Shape and reshape of array.mp4
37.6 MB
~Get Your Files Here !/2 - Data Handling using Numpy/48 - Creating an Identity Matrix.mp4
25.5 MB
~Get Your Files Here !/2 - Data Handling using Numpy/49 - arange.mp4
32.9 MB
~Get Your Files Here !/2 - Data Handling using Numpy/50 - linspace.mp4
17.4 MB
~Get Your Files Here !/2 - Data Handling using Numpy/51 - Random array.mp4
13 MB
~Get Your Files Here !/2 - Data Handling using Numpy/52 - Random matrix.mp4
15.2 MB
~Get Your Files Here !/2 - Data Handling using Numpy/53 - Creating a diagonal matrix.mp4
11.2 MB
~Get Your Files Here !/2 - Data Handling using Numpy/54 - Flatten a Matrix.mp4
23.6 MB
~Get Your Files Here !/2 - Data Handling using Numpy/55 - Computing Trace of a Matrix.mp4
36.5 MB
~Get Your Files Here !/2 - Data Handling using Numpy/56 - Finding Transpose of a Matrix.mp4
49.7 MB
~Get Your Files Here !/2 - Data Handling using Numpy/57 - Negative indexing to access elements in a 2D array.mp4
14.7 MB
~Get Your Files Here !/3 - Data Handling using Pandas/58 - Introduction to Pandas.mp4
80.7 MB
~Get Your Files Here !/3 - Data Handling using Pandas/59 - Working with series in Pandas.mp4
52 MB
~Get Your Files Here !/3 - Data Handling using Pandas/60 - Combining series with Numpy.mp4
40.7 MB
~Get Your Files Here !/3 - Data Handling using Pandas/61 - Finding number of elements in a series.mp4
10.1 MB
~Get Your Files Here !/3 - Data Handling using Pandas/62 - Computing mean max and min in a series.mp4
25.6 MB
~Get Your Files Here !/3 - Data Handling using Pandas/63 - Sorting a Series.mp4
16.5 MB
~Get Your Files Here !/3 - Data Handling using Pandas/64 - Displaying Unique values in a Series.mp4
15.1 MB
~Get Your Files Here !/3 - Data Handling using Pandas/65 - Summary of series statistics.mp4
12.8 MB
~Get Your Files Here !/4 - Data Visualization using Matplotlib in Python/66 - Introduction to Matplotlib.mp4
6.9 MB
~Get Your Files Here !/4 - Data Visualization using Matplotlib in Python/67 - Creating Line Graph.mp4
34.9 MB
~Get Your Files Here !/4 - Data Visualization using Matplotlib in Python/68 - Creating Bar Graph.mp4
19.5 MB
~Get Your Files Here !/4 - Data Visualization using Matplotlib in Python/69 - Creating Scatter Graph.mp4
8.7 MB
~Get Your Files Here !/4 - Data Visualization using Matplotlib in Python/70 - Creating Histogram Graph.mp4
15 MB
~Get Your Files Here !/4 - Data Visualization using Matplotlib in Python/71 - Creating Pie Chart.mp4
17.1 MB
~Get Your Files Here !/4 - Data Visualization using Matplotlib in Python/72 - Creating 3D Plot.mp4
9.5 MB
~Get Your Files Here !/4 - Data Visualization using Matplotlib in Python/73 - Creating 3D Line graph.mp4
4 MB
~Get Your Files Here !/5 - Data Visualization using Seaborn in Python/74 - tips.csv
9.5 KB
~Get Your Files Here !/5 - Data Visualization using Seaborn in Python/74 - Understanding a sample Dataset Downloadable.mp4
28.2 MB
~Get Your Files Here !/5 - Data Visualization using Seaborn in Python/75 - Introduction to Seaborn.mp4
37.2 MB
~Get Your Files Here !/5 - Data Visualization using Seaborn in Python/76 - Swarm Plot.mp4
51.7 MB
~Get Your Files Here !/5 - Data Visualization using Seaborn in Python/77 - Violin Plot.mp4
23.2 MB
~Get Your Files Here !/5 - Data Visualization using Seaborn in Python/78 - Facet Grids.mp4
59.7 MB
~Get Your Files Here !/5 - Data Visualization using Seaborn in Python/79 - Heatmap.mp4
