dots bg

Data Analysis and Visualization

Course Instructor Meritshot

FREE

dots bg

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

tutor image

Meritshot

71 Courses   •   15529 Students