Data Detectives: Data Science for High School Students

  • Course Outline
  • 4 Months duration
  • 2 Sessions per month

Introduction to Data Science: What is data science and why it matters in today’s world
Data Collection & Cleaning: Learn how to gather, clean, and prepare real-world data
Exploratory Data Analysis (EDA): Use graphs, charts, and stats to uncover hidden patterns
Spreadsheets to Python: Transition from Excel to Python using pandas and Jupyter notebooks
Data Visualization: Create eye-catching visual stories with matplotlib, seaborn, and plotly
Statistics Made Fun: Understand mean, median, mode, correlation, and probability
Intro to Machine Learning: Use beginner-friendly models like decision trees and k-NN
Solve Real-Life Mysteries: Analyze datasets from sports, music, environment, and more
Mini Projects: Hands-on projects like predicting grades or analyzing social media trends
Ethics in Data Science: Discuss bias, privacy, and responsible data use
Storytelling with Data: Turn insights into presentations and data dashboards
Collaborative Challenges: Team up to crack data puzzles and win mini-hackathons
Capstone Project: Investigate a real-world question and present your findings
Demo Day & Certificates: Showcase your work to mentors, parents, and peers
No Prior Coding Needed: Learn everything from the ground up — just bring curiosity!

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