Coding Without Computers - Page 2
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AP Statistics Review Activity BUNDLE
In this bundle, you will receive 16 engaging student led activities. Use these to review before each unit test, or use these to review before the AP exam. There are at least 1 activity for each CED Unit. These reviews include Card Sorts, Puzzles, Dominos, I Have Who Has, Tell me something true, Scavenger Hunts, Task Cards, Quiz Quiz Trade, Bingo, Crack the Code, and Gallery Walks. After the 2025-2026 school year, each activity will be updated to reflect changes in the CED that are coming Fall 20
11th - 12th
Statistics
Psychology Lab Feel It to Navigate It: Empathy and Social Intelligence
Students complete the Empathy Quotient (EQ) and the Tromsø Social Intelligence Scale (TSIS), then pool paired scores from 9 classmates to compute a Pearson r. The lab investigates whether understanding others' emotions predicts broader social skill. Students explain the psychological mechanism connecting emotional perspective-taking to social intelligence, and evaluate a fictional claim that the two are unrelated because social skill can exist without emotional concern. The lab reinforces the id
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Corn Maze Challenge: Random Variables, Linear Transformations, Combining RVs
🍂 Engage your students in a fall-themed statistics adventure!The Corn Maze Challenge is a in a fall-themed statistics adventure that combines realistic mini-story problems with core random variable concepts in a fun, seasonal format. Students calculate means, standard deviations, expected values, and probabilities as they navigate a 12-problem corn maze of statistics challenges. Each problem produces a 3-digit “code” that students use to determine which way to go next in the maze. The majori
9th - 12th
Statistics
Standard Deviation & Standard Error in AP Biology | PDF Presentation
✨Help your biology students understand variation, reliability, and statistical significance with this clear, student-friendly PDF presentation on standard deviation and standard error. Designed specifically for high school biology and AP Biology classrooms, this resource breaks down abstract statistical concepts using visuals, worked examples, and real biological data. This presentation emphasizes how scientists analyze variation, interpret error bars, and determine whether experimental d
9th - 12th
Biology, General Science, Statistics
CCSS
HSS-ID.A.1
, HSS-ID.A.2
, HSS-ID.B.6
Also included in: AP Biology Statistics Bundle | SD, SEM, Error Bars & Graphing Practice
Combining Random Variables Circuit
This self-checking Combining Random Variables Circuit gives your students meaningful practice with AP Statistics Unit 4 concepts—including adding/subtracting constants, multiplying by constants, and combining two independent random variables. Students begin at Problem #1, solve, and then “hunt” for their answer in another box. That box becomes their next question, creating a built-in self-checking loop. This activity promotes independent thinking, accountability, and repetition without feeling
9th - 12th
Statistics
Psychology Lab Sensation Seeking — More Like Impulsivity or Aggression?
Students complete the Arnett Inventory of Sensation Seeking (AISS) as their X variable, the Barratt Impulsiveness Scale as their Y variable, and the Buss-Perry Aggression Questionnaire as their Z variable. After collecting scores from nine classmates, students run two Pearson r correlations — Sensation Seeking vs. Impulsivity and Sensation Seeking vs. Aggression — expecting positive relationships with both. Students compare which correlation is stronger, explain the psychological distinction bet
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
AP Stats Confidence intervals for Means Review
Escape Room Review Activity for AP Statistics Unit 10 (Confidence Intervals) Turn your Unit 10 confidence interval review into a high-energy escape room your students actually stay engaged in. In this “Confidence Vault” mission, teams work through two locked doors and a final vault seal by answering MCQs and completing two short FRQ-style reports. The flow is simple and classroom-tested: students must crack the first MCQ code to earn the first FRQ, finish the FRQ to unlock the next MCQ set, and
11th - 12th
Statistics
Linear Regression Grudge Ball Game
Linear Regression Grudge Ball- A fun game to play with advanced Statistics students to review concepts of two-variable data with linear regression. Students group into teams, each team gets a chance to answer a question. If a team gets it right, they shoot a ball into a basket to take away points from other teams! Last team standing wins! Concepts include: residuals, explanatory vs. response variable, correlation, scatter plots, computer output for linear regression Supplies needed: ball and b
11th - 12th
Statistics
AP Statistics | Unit 9 Linear Inference | Study Guide Review | One Pager Notes
This one page handwritten study guide is the perfect summary for CED Unit 9: Inference for Linear Regression. It provides students with a clear, organized overview of the key concepts, vocabulary and formulas they need to understand and review this unit. This resources is great for unit review, test preparation, AP exam review or student reference throughout the course. Topics Included: Confidence IntervalsSignificance TestsDefining ParameterConditions for InferenceReading Computer OutputWhy Tea
11th - 12th
Statistics
Also included in: AP Statistics One Page Unit Study Guide Bundle | AP Exam Review Prep
AP® Statistics - Unit 9: Inference for Slopes
This resource includes one powerpoint-style lesson (example is in the preview) per section, one worksheet set with full solutions per section, one reference sheet for the unit, and one unit test for the unit with solutions. Unit 9: Inference for Slopes9.1 — Conditions for Regression Inference 9.2 — Standard Error of the Slope 9.3 — Confidence Interval for the Slope 9.4 — Significance Test for the Slope 9.5 — Using Computer Output for Regression Inference AP® is a trademark registered by the Coll
12th, Higher Education
Statistics
Also included in: AP® Statistics - Full Course Curriculum
AP Statistics – Geometric Distribution (Smart Notes for 4.12)
These Mega Smart Notes provide a complete, AP-aligned explanation of the Geometric Distribution, designed specifically for Unit 4.12 of the AP Statistics curriculum. The notes introduce all essential ideas with clarity, examples, formulas, interpretation, and conceptual reasoning that prepares students for both MCQs and FRQs. Perfect for class instruction, guided notes, homework support, or AP exam review. What’s Included0. Prerequisite: Bernoulli Trials1. Definition of a Geometric Distributio
10th - 12th, Higher Education
Statistics
Also included in: The Geometric Distribution (4.12 AP Statistics Theory and Practice)
NWEA Math Data Sheet
NWEA Class Data Sheet – Math (Editable Google Sheets) Make your NWEA MAP Math data meaningful with this editable Google Sheets template designed for class-level data tracking and instructional planning. This tool helps teachers visualize student growth, compare domain scores, and guide small-group instruction using real student data. With columns for Overall RIT, Percentile, Growth, and domain-level scores (Data, Algebra, Geometry, and Number & Quantity), the sheet automatically calculates clas
K - 8th
Algebra, Geometry, Statistics
Also included in: NWEA Data Sheet Bundle
AP Exam STEM Mega-Bundle (All 13 STEM Advanced Placement Exams)
This bundle includes what to study, tips, practice questions with explanations, and a 100-question practice test for each of the thirteen STEM AP Exams. Perfect for pre-med and engineering-bound students, STEM tutoring centers, and magnet school teachers. The exams include: AP BiologyAP ChemistryAP Environmental ScienceAP Physics 1AP Physics 2AP Physics C: Mechanics AP Physics C: E&MAP PrecalculusAP Calculus ABAP Calculus BCAP StatisticsAP Computer Science AAP Computer Science Principles
9th - 12th
Biology, Calculus, Statistics
CCSS, NGSS
HSG-GPE.A.1
, HSG-GPE.A.2
, HSG-GPE.A.3
+5
Psychology Lab Shy or Scared? Unpacking Social Anxiety and Shyness
Activity Description Students complete the Social Phobia Inventory (SPIN) and the McCroskey Shyness Scale (MCSS), then pool paired scores from 9 classmates to calculate a Pearson r. The lab carefully distinguishes social anxiety (fear and avoidance of evaluation) from shyness (discomfort in social situations) and tests whether the two track together. Students explain the psychological overlap while maintaining the conceptual distinction, and evaluate a fictional claim that the two are complete
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
AP Statistics | Unit 2 Two Variable Data | Study Guide Review | One Pager Notes
This one page handwritten study guide is the perfect summary for CED Unit 2: Two Variable Data. It provides students with a clear, organized overview of the key concepts, vocabulary and formulas they need to understand and review this unit. This resources is great for unit review, test preparation, AP exam review or student reference throughout the course. Topics Included: Scatter PlotsDescribing RelationshipsCorrelationResiduals and Residual PlotsInterpreting Slope, y-intercept, Correlation, Co
11th - 12th
Statistics
Also included in: AP Statistics One Page Unit Study Guide Bundle | AP Exam Review Prep
AP Biology Hardy-Weinberg & Chi-Square Test | Guided Notes + Answer Key
⭐Help your students master one of the trickiest AP Biology concepts— Hardy-Weinberg equilibrium and chi-square analysis—with this clear, step-by-step guided notes resource. This resource is designed to make abstract math-to-biology connections accessible and AP exam-ready. Students will work through guided notes, practice problems, and a worked-out example that walks them from allele frequencies (p & q) all the way through the chi-square decision process. The included video lesson (linked w
9th - 12th
Biology, General Science, Statistics
CCSS, NGSS
HSS-IC.A.1
, HSS-IC.A.2
, HSS-IC.B.6
+1
AP Stats Multiple Choice Practice Color By Number Worksheet
When you want something relaxed but still want to hold students accountable, this no-prep color-by-number multiple choice review for the AP Statistics exam strikes the perfect balance. Students work through targeted multiple choice questions on key topics with each answer guiding them to a specific color in the final image. The creative element keeps the atmosphere low-stress and engaging, while the structure ensures they stay focused and responsible for their work. It’s an easy way to maintain
10th - 12th
Statistics
IB Math 4.1 Statistics Sampling Methods - Student Guide (Reference) & Practice
Mastering statistics in IB Math AI SL starts with understanding data collection and sampling methods. This student guide is written specifically for IB students and is fully aligned with the official IB syllabus. It introduces essential vocabulary, notation, and concepts—including discrete vs. continuous data, populations vs. samples, bias, inference, and the five key sampling methods (simple random, convenience, systematic, quota, and stratified). Unlike a traditional textbook, this guide is
11th - 12th
Statistics
IB Math 4.3 Measures of Central Tendency - Student Reference Guide
This student-friendly guide walks learners through the key concepts of central tendency and dispersion with a conversational yet mathematically precise tone. Students are guided from definitions to applications through structured explanations, worked examples, and practice problems — making it perfect for classroom use, independent study, or exam preparation. Key Features Aligned to IB Math AI SL Syllabus Covers subtopic 4.3: Measures of Central Tendency and Dispersion in full depth. Conve
11th - 12th
Statistics
Also included in: IB Math 4.3 Measures of Central Tendency Teaching Bundle
Psychology Lab Choleric and Aggressive? Testing Ancient Temperament
Choleric and Aggressive? Testing Ancient Temperament with Modern Data Students complete the Four Temperaments Test and record their Choleric score, then pair it with a Buss-Perry Aggression score to calculate a Pearson r. The lab uses the 2,000-year-old temperament system as a foil for teaching scientific validity — students evaluate whether an ancient typology maps onto modern empirical measures. Discussion connects the Choleric type to Big Five personality traits and challenges students to
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
IB Math 4.2.3 Cumulative Frequency Lesson Guided Notes Homework Key
Help your students master cumulative frequency graphs with this complete, IB-aligned mini-unit. Students learn how to build cumulative frequency tables, draw smooth ogive graphs, and use them to estimate the median, IQR, percentiles, and other key measures of spread. Why it’s easy for teachers A ready-to-teach PowerPoint lesson that introduces cumulative frequency tables and graphs step by step, with clear examples and visual scaffolds. Guided notes in fill-in format so students stay eng
11th - 12th
Statistics
AP Statistics: Probability & More | Reference Sheet + TI-Nspire Calculator Guide
AP Statistics: Probability, Random Variables & Probability Distributions Reference Sheet + TI-Nspire Calculator GuideHelp your AP Statistics students master probability concepts and probability distributions with this comprehensive reference sheet and TI-Nspire calculator guide! Aligned with the AP Statistics Course & Exam Description (CED), this resource simplifies difficult concepts while helping students build confidence with probability rules, random variables, and distribution calculations
10th - 12th
Other (Math), Statistics
AP Microeconomics | No Prep FRQs | Monopoly & Price Discrimination |
FRQ #7 | Monopoly & Price DiscriminationTitleAP Microeconomics | Monopoly & Price Discrimination | No Prep FRQ |Full Product Description🧠 Overview & PurposeStudents analyze single firm pricing with market demand | identify MR equals MC output | locate welfare losses | and evaluate when discriminatory pricing can expand output and improve access. ✏️ How It Can Be Used• Case discussion on real pricing tiers • Policy debate using FTC excerpt • Practice interpreting MR and MC relationships ❤️ Why
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
AP Microeconomics | No Prep FRQs | Monopolistic Competition & Oligopoly |
FRQ #8 | Monopolistic Competition & Oligopoly | Product Differentiation & Game TheoryTitleAP Microeconomics | Monopolistic Competition & Oligopoly | No Prep FRQ | Full Product Description🧠 Overview & PurposeStudents evaluate product differentiation and long run zero profit in monopolistic competition | then shift to oligopoly interdependence using game theory | and distinguish tacit coordination from illegal collusion. ✏️ How It Can Be Used• Coffee market data walk | identify zero profit firm
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
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