About this Course

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Flexible deadlines
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Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Intermediate Level
Approx. 26 hours to complete
English

What you will learn

  • Write a web scraping program to extract data from an HTML file using HTTP requests and convert the data to a data frame.

  • Prepare data for modelling by handling missing values, formatting and normalizing data, binning, and turning categorical values into numeric values.

  • Interpret datawithexploratory data analysis techniques by calculating descriptive statistics, graphing data, and generating correlation statistics.

  • Build a Shiny app containing a Leaflet map and an interactive dashboard then create a presentation on the project to share with your peers.

Skills you will gain

  • Data Science
  • R Programming
  • Data Visualization (DataViz)
  • Linear Regression
  • Exploratory Data Analysis
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Intermediate Level
Approx. 26 hours to complete
English

Offered by

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IBM Skills Network

Syllabus - What you will learn from this course

Week
1

Week 1

4 hours to complete

Module 1 - Capstone Overview and Data Collection

4 hours to complete
2 videos (Total 4 min)
Week
2

Week 2

4 hours to complete

Module 2 - Data Wrangling

4 hours to complete
1 video (Total 3 min)
Week
3

Week 3

4 hours to complete

Module 3: Performing Exploratory Data Analysis with SQL, Tidyverse & ggplot2

4 hours to complete
1 video (Total 2 min)
Week
4

Week 4

6 hours to complete

Module 4: Predictive Analysis

6 hours to complete
1 video (Total 2 min)

Frequently Asked Questions

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