Python for Data Analysis & Visualization

2.32 GB | 15min 37s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
01 Course Overview.mp4 (1.77 MB)
03 Python Overview.mp4 (4.64 MB)
04 Anaconda Distribution Installation.mp4 (28.4 MB)
05 Jupyter Notebook 101.mp4 (48.13 MB)
06 Jupyter Notebook - Adding Comments in Cells.mp4 (1.25 MB)
07 Course Resources - Important!.mp4 (13.73 MB)
01 Objects and Variables Overview.mp4 (25.7 MB)
02 Numbers.mp4 (14.39 MB)
05 Strings.mp4 (19.09 MB)
07 String Operations.mp4 (15.84 MB)
08 String Methods and Properties.mp4 (37.97 MB)
10 String Concatenation and Formatting.mp4 (6.04 MB)
11 Lists.mp4 (47.77 MB)
14 Dictionaries.mp4 (45.09 MB)
16 Tuples and Sets.mp4 (19.17 MB)
18 Booleans.mp4 (2 MB)
01 Python Operators.mp4 (18.92 MB)
02 Control Flow.mp4 (29.86 MB)
04 For Loops.mp4 (44.81 MB)
05 For Loops (continued).mp4 (13.73 MB)
08 While Loops.mp4 (7.54 MB)
09 Break, Continue and Pass Statements.mp4 (9.93 MB)
10 List Comprehension.mp4 (7.39 MB)
12 IN and NOT IN.mp4 (6.35 MB)
01 Built-In Functions.mp4 (60.57 MB)
03 User Defined Functions.mp4 (20.78 MB)
04 User Defined Functions - Examples.mp4 (31.65 MB)
07 Arguments and Keyword Arguments.mp4 (55.86 MB)
08 Map and Filter.mp4 (14.11 MB)
09 Lambda Functions.mp4 (13.14 MB)
11 Errors and Exception Handling.mp4 (10.34 MB)
01 Challenge Questions Overview.mp4 (26.98 MB)
02 Solutions Walkthrough.mp4 (31.91 MB)
01 Built-In Modules.mp4 (17.39 MB)
02 External Libraries.mp4 (7.09 MB)
01 NumPy Overview.mp4 (28.8 MB)
02 Array Slicing and Indexing.mp4 (18.35 MB)
03 Array Manipulation Functions.mp4 (37.47 MB)
04 Additional Array Creation Functions.mp4 (17.54 MB)
05 Array Arithmetic and Mathematical Functions.mp4 (30.18 MB)
06 IO Functions in NumPy.mp4 (40.23 MB)
01 Challenge Questions.mp4 (10.26 MB)
02 Challenge Solutions.mp4 (22.91 MB)
01 Pandas Overview.mp4 (3.55 MB)
02 Introduction to Series.mp4 (40.47 MB)
03 Introduction to DataFrames.mp4 (60.3 MB)
04 Selecting Data 1.mp4 (53.63 MB)
05 Selecting Data 2.mp4 (4.49 MB)
06 Data Manipulation 1.mp4 (77.49 MB)
07 Data Manipulation 2.mp4 (42.5 MB)
08 Data Aggregation and Grouping.mp4 (55.53 MB)
09 Data Cleansing.mp4 (35.54 MB)
10 Combining DataFrames.mp4 (47.63 MB)
11 Windowing Operations.mp4 (14.45 MB)
01 Challenge Questions - TfL Dataset.mp4 (4.02 MB)
02 Solutions Walkthrough.mp4 (13.56 MB)
03 Challenge Questions - Employees Dataset.mp4 (2.88 MB)
04 Solutions Walkthrough.mp4 (39.88 MB)
01 Excel and CSV.mp4 (10.34 MB)
02 HTML.mp4 (23.79 MB)
03 Databases.mp4 (20.4 MB)
04 Pandas Input and Output Methods.mp4 (1.9 MB)
01 Matplotlib Overview.mp4 (2.51 MB)
02 Choosing the Right Chart Type.mp4 (3.42 MB)
03 Creating a Plot Area 1.mp4 (52.19 MB)
04 Creating a Plot Area 2.mp4 (26.57 MB)
05 Bar Plots.mp4 (65.12 MB)
06 Line Plots.mp4 (19.31 MB)
08 Scatter Plots.mp4 (23.05 MB)
09 Histograms.mp4 (11.47 MB)
10 Box Plots and Violin Plots.mp4 (19.76 MB)
11 Style and Presentation.mp4 (39.11 MB)
12 Additional Resources and Cheat Sheets.mp4 (7.8 MB)
01 Challenge Questions Overview.mp4 (14.92 MB)
02 Solutions Walkthrough.mp4 (36.47 MB)
01 Seaborn Overview.mp4 (2.48 MB)
02 Categorical Plots.mp4 (61.61 MB)
03 Relational Plots.mp4 (52.49 MB)
04 Distribution Plots.mp4 (46.25 MB)
05 Regression Plots.mp4 (26.93 MB)
06 Matrix Plots.mp4 (20.2 MB)
07 Multi Plot Grids.mp4 (103.44 MB)
08 Style and Presentation.mp4 (28.68 MB)
01 Challenge Questions Overview.mp4 (4.72 MB)
02 Solutions Walkthrough.mp4 (28.41 MB)
01 Plotly Express Overview.mp4 (15.92 MB)
02 Interactive Charts in Plotly Express.mp4 (45.67 MB)
03 3D Charts.mp4 (12.27 MB)
04 BONUS Further Learning.mp4 (2.03 MB)]
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