Udemy - Pandas Bootcamp Advanced Data Analysis with Python (2024)

5.94 GB | 15min 51s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
1 -Welcome to the Course!.mp4 (53.79 MB)
1 -Grouping and Aggregation 101.mp4 (93.69 MB)
2 -Applying Multiple Aggregations.mp4 (69.77 MB)
3 -Grouping By Multiple Columns.mp4 (48.35 MB)
4 -The `transform` Method.mp4 (79.41 MB)
5 -Pythonic Pivot Tables.mp4 (107.69 MB)
1 -`upper`, `lower`, and `capitalize`.mp4 (47.42 MB)
2 -The `len` Method.mp4 (29.11 MB)
3 -Regular Expressions 101.mp4 (64.81 MB)
4 -Matching Digits with Regular Expressions.mp4 (26.03 MB)
5 -The `contains` Method.mp4 (97.56 MB)
6 -The `replace` Method I.mp4 (59.09 MB)
7 -The `replace` Method II.mp4 (62.65 MB)
1 -Using Datetime Values as Criteria.mp4 (103.13 MB)
2 -The `datetime` Module I.mp4 (60.68 MB)
3 -The `datetime` Module II.mp4 (40.09 MB)
4 -Date Math in Pandas.mp4 (88.97 MB)
5 -The `shift` Method I.mp4 (90.73 MB)
6 -The `shift` Method II.mp4 (45.19 MB)
7 -Calculating `rolling` Averages.mp4 (73.39 MB)
1 -Data Visualization 101 1.mp4 (65.88 MB)
2 -Data Visualization 101 2.mp4 (21.25 MB)
3 -Bar Plots.mp4 (45.85 MB)
4 -Scatter Plots.mp4 (63.71 MB)
5 -Customizing Plot Appearance.mp4 (31.97 MB)
6 -Customizing Plot Axes.mp4 (59.65 MB)
1 -Apply-ing Functions to Data Analysis.mp4 (19.65 MB)
2 -If Statements in Python.mp4 (23.36 MB)
3 -Incorporating Multiple Logical Conditions.mp4 (33.91 MB)
4 -Incorporating And and Or Logic.mp4 (42.24 MB)
5 -Functions in Python.mp4 (27.45 MB)
6 -Returning Values From Functions I.mp4 (25.27 MB)
7 -Returning Values From Functions II.mp4 (33.28 MB)
1 -The `map` Method.mp4 (38.53 MB)
2 -Using `map` with Custom Functions I.mp4 (54.66 MB)
3 -Using `map` with Custom Functions II.mp4 (72.23 MB)
4 -The `apply` Method.mp4 (61.98 MB)
5 -Applying `apply` to Multiple Columns.mp4 (43.31 MB)
1 -What Is Programming.mp4 (23.51 MB)
10 -Comments.mp4 (17.13 MB)
11 -Text Cells.mp4 (83.05 MB)
12 -Colab Tips and Pitfalls.mp4 (53.18 MB)
13 -Objects, Attributes, and Methods.mp4 (35.87 MB)
14 -Modules and Libraries.mp4 (42.87 MB)
15 -Lists.mp4 (36.2 MB)
16 -Tuples.mp4 (36.15 MB)
17 -Dictionaries.mp4 (54.94 MB)
2 -The Programming Environment.mp4 (51.23 MB)
3 -Values and Types.mp4 (26.62 MB)
4 -Functions.mp4 (32.72 MB)
5 -Expressions.mp4 (26.02 MB)
6 -Expressions in Colab.mp4 (12.92 MB)
7 -Variables.mp4 (43.35 MB)
8 -Naming Variables.mp4 (21.73 MB)
9 -Errors.mp4 (17.66 MB)
1 -Introducing DataFrames.mp4 (44.25 MB)
10 -Selecting Columns.mp4 (24.31 MB)
2 -Introducing the Example Datasets.mp4 (37.74 MB)
3 -DataFrames and the `read csv` Method - Part I.mp4 (99.97 MB)
4 -DataFrames and the `read csv` Method - Part II.mp4 (31.56 MB)
5 -Providing DataFrame Column Names.mp4 (39.32 MB)
6 -Inspecting DataFrames.mp4 (53.73 MB)
7 -Data Types and the `info` Method.mp4 (65.37 MB)
8 -Renaming Columns.mp4 (44.79 MB)
9 -Dropping Columns.mp4 (45.64 MB)
1 -Series 101.mp4 (48.25 MB)
2 -Converting Series with `to numeric`.mp4 (53.56 MB)
3 -Converting Series with `to datetime`.mp4 (39.05 MB)
4 -Adding Columns (Series) to DataFrames.mp4 (61.05 MB)
5 -Creating Derived Columns.mp4 (92.02 MB)
6 -The `assign` Method.mp4 (85 MB)
1 -The `sum` Method.mp4 (80.3 MB)
2 -The `count` Method.mp4 (48.15 MB)
3 -Mean and Median.mp4 (57.13 MB)
4 -Standard Deviation and the `describe` Method.mp4 (68.6 MB)
5 -Using `describe` on Non-Numeric Fields.mp4 (59.33 MB)
6 -The `unique` and `nunique` Methods.mp4 (44.2 MB)
7 -The `value counts` Method.mp4 (24.8 MB)
1 -The `iloc` Method.mp4 (70.36 MB)
2 -Indexing Basics.mp4 (80.9 MB)
3 -The `loc` Method.mp4 (33.59 MB)
4 -Sorting by Index.mp4 (75.75 MB)
5 -Sorting By Columns.mp4 (126.03 MB)
6 -Dropping Rows By Index.mp4 (73.55 MB)
1 -Filtering DataFrames with a Boolean Series.mp4 (55.49 MB)
2 -Applying Other Logical Conditions.mp4 (60.8 MB)
3 -The `between` and `isin` Methods.mp4 (67.09 MB)
4 -Combining Conditions Using the `&` Operator.mp4 (125.81 MB)
5 -Combining Conditions Using the `` Operator.mp4 (40.6 MB)
6 -Combining 'And' & 'Or' Logic.mp4 (122.39 MB)
7 -Negation.mp4 (74.49 MB)
8 -The `isna` Method.mp4 (98.84 MB)
1 -Updating DataFrame Values with `loc`.mp4 (40.71 MB)
2 -Replacing DataFrame Values.mp4 (48.93 MB)
3 -Updating Values with Boolean Masks.mp4 (86.19 MB)
4 -Removing Null Values.mp4 (93.58 MB)
5 -Replacing Null Values.mp4 (61.57 MB)
6 -Identifying Duplicate Data.mp4 (57.87 MB)
7 -Removing Duplicate Data.mp4 (61 MB)
1 -Stacking Datasets Vertically I.mp4 (53.93 MB)
2 -Stacking Datasets Vertically II.mp4 (52.99 MB)
3 -Fetching Excel Data Into Pandas.mp4 (63.21 MB)
4 -Joining DataFrames Horizontally I.mp4 (49.94 MB)
5 -Joining DataFrames Horizontally II.mp4 (75.81 MB)
6 -Left and Right Joins.mp4 (81.38 MB)
7 -Full Outer Joins.mp4 (52.19 MB)
8 -Combining More Than Two Tables.mp4 (72.18 MB)]
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