{"product_id":"crash-course-statistics-35-44-video-lesson-set","title":"Crash Course Statistics #35-#44 Video Lesson Set | Models, Machine Learning \u0026 Prediction","description":"\u003cp\u003e\u003cstrong\u003eMake Crash Course Statistics easier to teach with this no-prep 10-episode video lesson set for Grades 9-12.\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eThis set focuses on model fitting, supervised and unsupervised machine learning, Big Data, algorithmic bias, courtroom probability, neural networks, Bayesian search, and forecasting. Students follow each fast-paced episode with structured vocabulary, chronological A\/B questions, end-of-video synthesis, multiple-choice review, and teacher-ready answer support.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eTry it before you buy it:\u003c\/strong\u003e \u003ca href=\"https:\/\/www.k12movieguides.com\/products\/crash-course-statistics-1-what-is-statistics-youtube-video-lesson\"\u003eFREE Crash Course Statistics #1 What Is Statistics lesson\u003c\/a\u003e.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eFREE CURRICULUM SNEAK PEEK:\u003c\/strong\u003e \u003ca href=\"https:\/\/www.k12movieguides.com\/products\/free-crash-course-statistics-full-curriculum-educator-planning-guide\"\u003eDownload the free Crash Course Statistics Full Curriculum Educator Planning Guide\u003c\/a\u003e.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWant the complete curriculum layer too?\u003c\/strong\u003e \u003ca href=\"https:\/\/www.k12movieguides.com\/products\/crash-course-statistics-complete-full-curriculum\"\u003eCrash Course Statistics Complete Full Curriculum\u003c\/a\u003e adds weekly assessments, unit assessments, the cumulative Final, Educator Planning Guide, Student Syllabus, and the Week 6 application lesson.\u003c\/p\u003e\n\u003ch3\u003eEpisodes Included\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003e#35 Model Fitting - ANCOVA and Repeated Measures\u003c\/li\u003e\n\u003cli\u003e#36 Supervised Machine Learning - Training, Testing, and Classification\u003c\/li\u003e\n\u003cli\u003e#37 Unsupervised Machine Learning - Clustering and Structure\u003c\/li\u003e\n\u003cli\u003e#38 Intro to Big Data - Scale, Personalization, and Prediction\u003c\/li\u003e\n\u003cli\u003e#39 Big Data Problems - Bias, Transparency, and Privacy\u003c\/li\u003e\n\u003cli\u003e#40 Statistics in the Courts - Probability, Dependence, and Evidence\u003c\/li\u003e\n\u003cli\u003e#41 Neural Networks - Layers, Features, and Learning\u003c\/li\u003e\n\u003cli\u003e#42 War - Codes, Bayesian Search, and Estimation\u003c\/li\u003e\n\u003cli\u003e#43 When Predictions Fail - Dependence, Noise, and Bias\u003c\/li\u003e\n\u003cli\u003e#44 When Predictions Succeed - Analytics, Forecasting, and Uncertainty\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eClassroom Use at a Glance\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eBest Fit:\u003c\/strong\u003e grades 9-12 statistics, mathematics, data literacy, research methods, science support, and quantitative reasoning\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eResource Type:\u003c\/strong\u003e YouTube video lesson worksheets, Teacher Guides, answer keys, and self-grading quizzes\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePrep Level:\u003c\/strong\u003e No-prep digital and printable lesson support\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eTeacher Use:\u003c\/strong\u003e whole-class instruction, sub plans, flipped lessons, review, enrichment, make-up work, or independent study\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eStudent Skills:\u003c\/strong\u003e interpretation, application, statistical vocabulary, evidence-based reasoning, comparison, and concise written response\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eNew Optional Video Companion (used with YouTube)\u003c\/h3\u003e\u003cp\u003eUse the free \u003ca href=\"https:\/\/chromewebstore.google.com\/detail\/classroom-video-guide-com\/nongecadbohdlmnkjgibfbemecdmcfho\"\u003eClassroom Video Guide Companion Chrome extension\u003c\/a\u003e with these lessons to automatically pause YouTube at question timestamps and display prompts during viewing. This optional tool can make whole-class, small-group, and independent video lessons easier to facilitate, but the resource works normally without it.\u003c\/p\u003e\n\u003ch3\u003eGuidance \u0026amp; Summary\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003eEach lesson is built around one Crash Course Statistics episode and gives students a structured way to follow the video from beginning to end.\u003c\/li\u003e\n\u003cli\u003eFour chronological time-stamped A\/B questions focus attention on important explanations and examples as they appear.\u003c\/li\u003e\n\u003cli\u003eTwo end-of-video A\/B questions ask students to synthesize ideas after viewing.\u003c\/li\u003e\n\u003cli\u003eTeacher Guides include learning targets, misconceptions\/corrections, discussion prompts, vocabulary, answer keys, and model-answer guidance.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eDifferentiation Options\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003eUse the Student Worksheet for guided viewing and written-response accountability.\u003c\/li\u003e\n\u003cli\u003eUse the 10-question multiple-choice quiz for quick review, formative assessment, Google Forms practice, or absent-student make-up work.\u003c\/li\u003e\n\u003cli\u003eAssign selected A\/B questions for shorter periods or use the full lesson for deeper explanation.\u003c\/li\u003e\n\u003cli\u003eSupport mixed-ability classrooms with vocabulary preview, replay of difficult sections, partner discussion, sentence frames, or selected answer-key review.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eWhat's Included\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003e10 Teacher Guides\u003c\/li\u003e\n\u003cli\u003e10 digital Student Worksheet sets\u003c\/li\u003e\n\u003cli\u003e10 print-friendly Student Worksheet sets\u003c\/li\u003e\n\u003cli\u003e10 self-graded Google Forms multiple-choice quizzes\u003c\/li\u003e\n\u003cli\u003e10 Multiple Choice Quiz Print versions\u003c\/li\u003e\n\u003cli\u003eTeacher answer keys and model-answer support\u003c\/li\u003e\n\u003cli\u003e5 vocabulary terms, 4 chronological time-stamped A\/B questions, 2 end-of-video A\/B synthesis questions, and a 10-question multiple-choice quiz per episode\u003c\/li\u003e\n\u003cli\u003eStart Here PDF with access instructions\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eFlexible Lesson Pacing\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eQuick Use:\u003c\/strong\u003e video + multiple-choice quiz for a short review, sub plan, or independent check.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eStandard Lesson:\u003c\/strong\u003e guided worksheet during viewing, then review selected questions as a class.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eExtended Lesson:\u003c\/strong\u003e add vocabulary preview, discussion prompts, written response, and comparison across episodes.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eSkills Addressed\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003eInterpreting statistical information in context\u003c\/li\u003e\n\u003cli\u003eExplaining what evidence supports and what uncertainty remains\u003c\/li\u003e\n\u003cli\u003eUsing statistics vocabulary accurately\u003c\/li\u003e\n\u003cli\u003eComparing methods, claims, models, or study designs\u003c\/li\u003e\n\u003cli\u003eSupporting conclusions with evidence from explanatory video content\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eFrequently Asked Questions\u003c\/h3\u003e\u003cp\u003e\u003cstrong\u003eAre the videos included?\u003c\/strong\u003e\u003cbr\u003eNo. Videos are not included. This product provides classroom-ready materials designed for use with public Crash Course Statistics videos on YouTube.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCan I use this for sub plans?\u003c\/strong\u003e\u003cbr\u003eYes. Each lesson is structured for guided viewing, written response, and quiz review with minimal preparation.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCan I use this with Google Classroom?\u003c\/strong\u003e\u003cbr\u003eYes. Digital student materials and Google Forms quiz support are included, along with printable options.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat grade levels is this best for?\u003c\/strong\u003e\u003cbr\u003eThis resource is designed for grades 9-12 statistics, mathematics, data literacy, research methods, and related courses.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eDoes this bundle include weekly, unit, or final assessments?\u003c\/strong\u003e\u003cbr\u003eNo. This is an episode-only bundle. The Complete Full Curriculum adds the 11 weekly assessment banks, four unit assessments, cumulative Final, planning guide, syllabus, and approved Week 6 application lesson.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eIs this an official Crash Course product?\u003c\/strong\u003e\u003cbr\u003eNo. This independent educator-created resource is not affiliated with or endorsed by Crash Course or Complexly.\u003c\/p\u003e","brand":"K12 Movie Guides","offers":[{"title":"Default Title","offer_id":60220781887569,"sku":"K12MG-CCSTAT-035-044-SET","price":9.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0971\/9808\/0081\/files\/35---44-Statistics-Playlist-Cover.jpg?v=1787967222","url":"https:\/\/www.k12movieguides.com\/products\/crash-course-statistics-35-44-video-lesson-set","provider":"K12MovieGuides","version":"1.0","type":"link"}