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Featured Resource
Author
Caitlyn
Subject
Data Science
Difficulty
10th Grade
Standards
There was music from my neighbour’s house through the summer nights… men and girls came and went like moths among the champagne and the stars. On weekends his Rolls-Royce bore parties to and from the city… on Mondays servants repaired the ravages of the night before. Every Friday crates of oranges and lemons arrived… every Monday they left in pulpless halves… Caterers arrived with coloured lights… buffet tables gleamed… and a bar with a real brass rail was set up. By seven o’clock the orches...
This resource provides an in-depth overview of the fundamental concepts and tools used in Data Science. It covers topics such as data collection, data cleaning, exploratory data analysis, machine learning techniques, and data visualization. The document also includes practical examples and case studies to illustrate how data science can be applied across various industries. Additionally, it explores popular programming languages and libraries that are essential for performing data analysis, along with best practices for developing robust models.
Establish Clear Learning Objectives
Differentiate Tasks
Incorporate Collaborative Learning
Use Timers for Activities
Check for Understanding Frequently
Integrate Real-World Examples
Encourage Student Voice in Reflection
Provide Choices for Demonstration of Learning
Plan for Classroom Management Tactics
Feedback Loop with Your Peers