Data Visualization in Predictive Analytics
( 24 Modules )

Module #1
Introduction to Data Visualization
Overview of data visualization, its importance in predictive analytics, and course objectives

Module #2
Fundamentals of Data Visualization
Basic principles and best practices of data visualization, visual encoding, and perception

Module #3
Types of Data Visualization
Exploration of various data visualization types, including scatter plots, bar charts, and histograms

Module #4
Introduction to Data Preprocessing
Understanding the role of data preprocessing in data visualization and predictive analytics

Module #5
Data Visualization Tools and Technologies
Overview of popular data visualization tools and technologies, including Tableau, Power BI, and D3.js

Module #6
Working with Tableau
Hands-on experience with Tableau, including connecting to data sources and creating basic visualizations

Module #7
Working with Power BI
Hands-on experience with Power BI, including connecting to data sources and creating basic visualizations

Module #8
Introduction to Programming for Data Visualization
Introduction to programming languages such as Python, R, and JavaScript for data visualization

Module #9
Data Visualization with Python
Hands-on experience with popular Python libraries for data visualization, including Matplotlib and Seaborn

Module #10
Data Visualization with R
Hands-on experience with popular R libraries for data visualization, including ggplot2 and Shiny

Module #11
Data Visualization with JavaScript
Hands-on experience with popular JavaScript libraries for data visualization, including D3.js and Chart.js

Module #12
Visualizing Categorical Data
Exploration of techniques for visualizing categorical data, including bar charts and heatmaps

Module #13
Visualizing Numerical Data
Exploration of techniques for visualizing numerical data, including scatter plots and box plots

Module #14
Visualizing Time Series Data
Exploration of techniques for visualizing time series data, including line charts and area charts

Module #15
Visualizing Geospatial Data
Exploration of techniques for visualizing geospatial data, including maps and geographic visualizations

Module #16
Storytelling with Data Visualization
Best practices for storytelling with data visualization, including narrative techniques and visualization design

Module #17
Interactive Data Visualization
Exploration of techniques for creating interactive data visualizations, including dashboards and reports

Module #18
Data Visualization for Predictive Modeling
Role of data visualization in predictive modeling, including feature engineering and model evaluation

Module #19
Visualizing Machine Learning Models
Techniques for visualizing machine learning models, including decision trees and clustering

Module #20
Visualizing Deep Learning Models
Techniques for visualizing deep learning models, including neural networks and convolutional neural networks

Module #21
Data Visualization for Business Intelligence
Role of data visualization in business intelligence, including data warehousing and business analytics

Module #22
Data Visualization for Social Media Analytics
Role of data visualization in social media analytics, including sentiment analysis and network analysis

Module #23
Data Visualization for Healthcare Analytics
Role of data visualization in healthcare analytics, including electronic health records and population health management

Module #24
Course Wrap-Up & Conclusion
Planning next steps in Data Visualization in Predictive Analytics career

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Data Visualization in Predictive Analytics ( 24 Modules )

Data Visualization in Predictive Analytics
( 24 Modules )