Predict Your Grade

Slide 1

  1. Edit YAML front matter
  2. Write using R Markdown
  3. Use an empty line followed by three dashes to separate slides!

Development Process

1. Data Extraction and Cleaning

Prediction

2. Data Analysis

Prediction

3. Feature Extraction

Prediction

4. Building Prediction Model

Will be discussed in last slide.

5. Application Development (R Shiny)

Prediction

Findings

Prediction (Predict Academic Grade)

Features Used:

  • Age
  • Time from school to home
  • Number of past class failures
  • Extra educational support
  • Family educational support
  • Extra paid class
  • Extra curricular activity
  • Attended nursery school
  • Aims for higher education
  • Internet access
  • In romantic relationship
Prediction