Coding Without Computers
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Programs & methods
AP Statistics: Teach the AI — Outsmart the Bot, Own the Bell
Bring AI to AP Statistics—without giving away the answers. This classroom-tested packet turns your Normal Distribution unit into an interactive, student-driven challenge where learners teach the AI, practice authentically, and collect evidence of learning along the way. Why this feels different (and way more fun) Student-Solve Mode: The bot refuses to compute until students post their own set-up and answer. It only checks, nudges, and celebrates wins. Reveal → Extra Practice: Stuck? Stude
10th - 12th
Computer Science - Technology, Statistics
AP Statistics Final Project | Simulations with AI | Editable | No Prep
AP STATISTICS MEETS AI: ENGAGING POST-EXAM PROBABILITY PROJECT Transform your post-AP exam time into a powerful learning experience! This comprehensive 35+ page resource combines probability simulation with cutting-edge AI tools, giving your students valuable skills that extend beyond the classroom. WHY TEACHERS LOVE THIS RESOURCE: Zero prep required – Complete teacher guide, answer keys, and student materials ready for immediate useAuthentic technology integration – Students learn to use G
11th - 12th, Higher Education
Computer Science - Technology, Statistics
CCSS, NGSS
HSS-ID.A.1
, HSS-ID.B.5
, HSS-IC.A.2
+15
Computer Science Student Bundle (Four Advanced Placement Exams)
This bundle includes what to study, tips, practice questions with explanations, and a 100-question practice test for four AP Exams. This is the four-course cluster Computer Science-bound students typically take. The exams include: AP Computer Science AAP Computer Science PrinciplesAP Calculus ABAP Statistics
9th - 12th
Calculus, Computer Science - Technology, Statistics
CCSS
HSS-ID.A.3
, HSS-ID.A.4
, HSS-ID.B.6
+12
Python Coding 2025 Lessons -Grade 9 Destreamed MATH (MTH1W1)
This complete coding unit introduces Grade 9 students to Python through engaging, real-world math and financial applications. It’s aligned to Ontario MTH1W Destreamed Math (Strand D: Coding) and CodeHS / Google Classroom integration, focusing on computational thinking, financial literacy, and problem-solving. Students learn to analyze, model, and automate mathematical and financial scenarios using core programming concepts — with scaffolded lessons, guided examples, student worksheets, and
9th - 12th
Applied Math, Financial Literacy, Statistics
AP Stats Unit 2 Notes (2-variable data)
The QR codes on the last page leading to my agenda won't work anymore since I changed districts. Sorry! Here are my notes for all of Unit 2 along with practice problems. I like to use it with the Group Tasks (also on BTC).
12th
Statistics
Psychology Lab Investigative Career Interests: Do Juniors or Seniors Score Highe
Students complete the IIP RIASEC Markers Holland Code assessment at openpsychometrics.org and record only their Investigative (I) score, which reflects interest in science, research, and analytical thinking. Students pool Investigative scores with classmates, separating results by grade level. Junior and senior scores are entered into an independent samples t-test to evaluate whether career interest differences are statistically significant. Students analyze group averages, interpret statistical
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
AP Stats Unit 3 Free Response Practice
I post these around the room and kids go around to try them. The QR codes should take them to memes that tell them if they got it correct or not.
12th
Statistics
AP Stats Unit 3 Notes
Here are all of the notes I use for Unit 3. I also included practice problems. The QR code to my Agenda won't work. Sorry!
12th
Statistics
AP Stats Snowman Survival Game: Binomial & Geometric Probability Activity
❄️ Snowman Survival Game: Binomial & Geometric Probability Activity (AP Statistics & Algebra 2) Winter-Themed Probability Card Game • QR Codes • Task Cards • Self-Checking • AP Stats Bring some winter fun into your AP Statistics or Algebra 2 classroom with Snowman Survival, a fully self-checking, high-engagement probability game that helps students practice binomial and geometric distributions using real-world, winter-themed scenarios. Perfect for December, January, or any time you want a lig
9th - 12th
Statistics
Also included in: Cold Weather Probability Pack: AP Statistics Unit 4 Review Activities
AP Statistics Observational Study vs Experiment vs Survey use with Schoology
25 scenario-based multiple choice questions that challenge students to distinguish among the three major data collection methods: observational studies (researchers observe without intervening), experiments (researchers impose a treatment and measure its effect), and surveys (researchers collect self-reported data through questionnaires). Each scenario requires students to identify the method used and understand its implications for causation and bias. Ideal for AP Statistics, AP Psychology, and
9th - 12th, Adult Education, Higher Education
Math Test Prep, Statistics
AP Stats Sampling Distributions Practice: Means, Proportions, Medians & Ranges
Help your AP Statistics students develop the foundations of sampling distributions with targeted practice focused on interpreting sample means, proportions, medians, and range without jumping straight to normal or binomial models.How Unusual Is This Result? Exploring Sampling Distributions provides AP Statistics practice where students use dotplots to make empirical probability estimates and write clear interpretations of how unusual a result is (introducing the idea of p-values, without calling
9th - 12th
Math Test Prep, Other (Math), Statistics
AP Statistics Escape Room | Inference Vault | Google Forms Activity | Choosing I
🔐 AP Statistics Escape Room | Inference Vault | Google Forms Activity Turn inference review into a high-engagement, no-prep challenge your students won’t forget. This digital escape room is built around a code-breaking mission where students must correctly identify inference procedures across 20 AP Statistics questions. Each correct answer unlocks a letter—students must collect all 20 to decode the final phrase and “escape the vault.” 🎯 What Makes This Different? ✔ 20-question progression
10th - 12th
Math Test Prep, Other (Math), Statistics
Psychology Lab Thrill Seekers and Risk Takers: Sensation Seeking and Impulsivity
Activity Description Students complete the Arnett Inventory of Sensation Seeking (AISS) and the Barratt Impulsiveness Scale (BIS), then pool paired scores from 9 classmates to calculate a Pearson r. The lab examines whether craving novel stimulation and acting without thinking are linked traits. Students explain the neurological and personality basis connecting sensation seeking to impulsivity — both rooted in low inhibition and reward sensitivity — and evaluate a fictional claim that the two
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
AP Statistics Two Variable Data Review Quiz Quiz Trade Scatter Plot Activity
In this review activity, students quiz each other on analyzing two variable data. This review activity should be used at the end of the unit, before a test. Students should be able to analyze a scatter plot, residual plot and a computer output table. Students should be able to interpret slope, y-intercept, correlation, standard deviation of residuals, and coefficient of determination. Students should be able to use the least squares regression line to make predications and calculate residuals.
11th - 12th
Statistics
Also included in: AP Statistics Review Activity BUNDLE
Psychology Lab Stage Fright and Gender: Do Men or Women Have More Social Anxiety
Stage Fright and Gender: Do Men or Women Have More Social Anxiety? Students complete the Social Phobia Inventory (SPIN) and pool scores from male and female classmates to run an independent samples t-test. The lab notes that the SPIN assesses the past week, and that social anxiety is common without necessarily indicating disorder. Students explore social pressures and gender-specific expectations that might produce differences in social anxiety levels and are reminded that research on gender a
8th - 12th, Adult Education, Higher Education
Psychology, Statistics
Sampling and Experiments Sorting- Statistics
Two activities for Sampling and Experiments. Can be used in any high school Statistics course, including AP Statistics. In the first activity students sort sampling methods to either simple random, cluster, stratified, or systematic. The second activity students differentiate between observational studies and experiments and analyze the four components of an experiment. Can be combined with computer work or FRQ practice to make stations.
9th - 12th
Statistics
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
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