Course Overview
Schedule of Classes
Course Curriculum
1 Subject
Data Analysis and Visualization
26 Learning Materials
Introduction to Numpy and Pandas
Introduction to Numpy Arrays
Video
8:10
Introduction to Numpy Operations
Video
12:38
Introduction to Pandas
Video
5:54
Introduction to Series and DataFrames
Video
11:2
Reading CSV and JSON Data Using Pandas
Video
3:56
Analyzing the Data using Pandas
Video
3:21
Advanced Functions in Pandas
Indexing, Slicing and Filtering Data
Video
14:54
Merging and Concatenation using Pandas
Video
7:29
Correlation and Plotting using Pandas
Video
9:30
Introduction to Lambda, Map and Apply Functions
Video
4:47
Introduction to Grouping Operations using Pandas
Video
8:59
Introduction to Cross Tabulation using Pandas
Video
3:46
Introduction to Filtering Operations using Pandas
Video
8:58
Interactive Grouping and Filtering Operations
Video
10:00
Types of Charts and Types of Visualizations
Factors for Good Data Visualization
Video
12:26
Introduction to Univariate Data Visualizations
Video
9:10
Introduction to Bivariate Data Visualizations
Video
3:10
Plotting Two Categorical Variables
Video
4:30
Introduction to Multivariate Data Visualizations
Video
4:29
Introduction to Heatmaps and Pairplots
Video
8:21
Introduction to Advanced Data Visualizations
Colorscales, Facet Grids and Sub plots
Video
22:30
Introduction to 3D Data Visualization
Video
6:56
Introduction to Interactive Data Visualization
Video
9:00
Introduction to Maps using Plotly
Video
7:49
Introduction to Funnel and Gantt Charts using Plotly
Video
14:7
Introduction to Animated Data Visualizations using Plotly
Video
10:24
Course Instructor
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Meritshot
71 Courses • 14775 Students
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