AP 통계 마스터: 개념 파악, 계산 마스터, 에이스 시험
Master AP Statistics는 실리콘 밸리 데이터 전문가이자 통계학 고급 학위를 소지한 교수인 Jeremy Gu가 진행하는 시험 중심 과정입니다. 데이터와 통계적 방법을 사용한 실제 사례는 개념을 쉽게 이해할 수 있게 해줍니다.
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8개의 라이브 미팅
수업 12 시간숙제
주당 4+시간. Each week, students will receive a homework assignment designed to reinforce the core concepts covered in class, ensuring a solid understanding of key topics. With 6-7 assignments throughout the course, each set is crafted to be completed within 45 minutes, focusing on basic concept questions, thought-provoking problems, and short practice exercises. These tasks encourage critical thinking and real-world application of statistical methods, helping students build confidence and proficiency. Homework will be reviewed at the start of each session, allowing for clarification and reinforcing understanding before moving on to new topics.수료증
수업 종료 후 1회보고계신 지문은 자동 번역 되었습니다
수업 소개
영어레벨 - A2
미국 9학년 - 12학년 학년
레벨 Beginner - Intermediate
AP Statistics Foundations is an intensive, exam-focused course designed by Jeremy Gu, a seasoned data expert and professor with advanced degrees in Statistics. This course emphasizes understanding key statistical concepts, mastering calculations, and building confidence for the AP Statistics exam. By using real-world examples, interactive learning, and plenty of practice problems, this course ensures that even students with no prior background in statistics can excel. Course Format - Duration: 8 weeks, 1 class per week - Class Length: 90 minutes per session - Class Type: Live online, interactive sessions - Expected 6-8 hours per week of study Teaching Style The teaching style is interactive and engaging, focusing on simplifying complex concepts using: - Slides: Visually appealing presentations to illustrate core concepts - Real-World Examples: Practical scenarios to show how statistics applies to everyday situations and professional fields - Practice Problems: A variety of exercises categorized into 3 types: basic, integrated, and advanced problems to gradually build confidence and proficiency - Interactive Q&A Sessions: Encouraging students to ask questions and clarify doubts in real time, fostering an active learning environment Class Interactions - Live Problem-Solving: Students will participate in solving problems together during the sessions, guided by step-by-step explanations - Group Discussions: Opportunities to discuss concepts and applications in small groups, encouraging peer learning - Practice Exams: Mock exams at the end of the course to simulate the actual AP Statistics exam and provide performance feedback Why Choose This Course? - Expert Instruction: Taught by Jeremy Gu, who combines practical industry knowledge with extensive teaching experience - High-Impact Learning: Structured to cover essential AP Statistics topics quickly and effectively, with a focus on achieving the highest scores - Real-World Relevance: Learn how statistical methods form the backbone of data science and AI, giving insights into future career applications
학습 목표
Rapidly cover all major AP Statistics topics in alignment with the AP Statistics Exam GuidelinesBuild strong foundational skills in key statistical concepts like data types, probability, and inference
강의 계획서
커리큘럼
College Board Advanced Placement 커리큘럼 기반표준
Advanced Placement (AP) Standards에 맞춰짐8 레슨
8 주 이상레슨1:
Introduction to AP Statistics & Exam Overview
• Overview of AP Statistics: Key topics and concepts covered in the course
• Understanding the AP Exam structure: multiple-choice vs. free-response questions
• How to prepare for the exam: study tips and creating a personalized study plan
• Introduction to statistical thinking and basic terminology 90 분 온라인 라이브 레슨
레슨2:
Exploring Data - Descriptive Statistics
• Types of data: Categorical vs. numerical, discrete vs. continuous
• Measures of central tendency: Mean, median, mode
• Measures of spread: Range, interquartile range, variance, standard deviation
• Graphical representations: Histograms, box plots, scatterplots, and bar charts 90 분 온라인 라이브 레슨
레슨3:
Exploring Data - Bivariate Data & Regression
• Relationships between variables: Correlation and causation
• Scatterplots and interpreting patterns
• Introduction to linear regression: Least-squares method, line of best fit
• Analyzing residuals and assessing model fit 90 분 온라인 라이브 레슨
레슨4:
Collecting Data - Sampling & Experimentation
• Sampling methods: Random, stratified, cluster, and systematic sampling
• Designing surveys and experiments: Reducing bias and errors
• Understanding observational studies vs. controlled experiments
• Key concepts: Randomization, replication, control, and blocking 90 분 온라인 라이브 레슨
그 외 세부 사항
사전 요구 사항
No prior statistics knowledge is required, but a basic understanding of algebra and mathematical concepts will be helpful. Students should be comfortable with using a calculator, interpreting graphs, and performing simple calculations.
Outschool 외 필요 앱/웹사이트
아웃스쿨 사이트의 기능 외 별도의 앱이나 웹 사이트를 사용할 필요가 없습니다.
출처
AP Statistics Course Description
AP Statistics Official Practice Guide
AP classroom
https://account.collegeboard.org/login/login?DURL=https://apclassroom.collegeboard.org/
가입일: December, 2023
교사 전문성 및 자격증
3 정도
석사 학위 과학 University of Washington에서
학사 학위 수학 University of Minnesota에서
학사 학위 과학 University of Minnesota에서
I have 11 years of teaching experience in various subjects related to data science, analytics, and statistics, as well as experience guiding students through strategic decision-making processes. My teaching background includes but not limit to:
- Data Streaming (MSDS 682) - Fall 2023, University of San Francisco Format: In-Person, Graduate level Role: Lead/Primary Instructor Class size: 9 students
- Connecting Data Analytics with Managerial Success (BUS 36) - Summer 2024, Stanford Continuing Studies Format: In-Person, Extension Studies Role: Lead/Primary Instructor Class size: 25 students
- Non-parametric Modeling (STAT 527) - Spring 2014, University of Washington Format: In-Person, Graduate level Role: Teaching Assistant Class size: 50 students
- Categorical Data Analysis (STAT 536) - Spring 2013, University of Washington Format: In-Person, Graduate level Role: Teaching Assistant Class size: 50 students
리뷰
실시간 그룹 수업
매주
US$25
또는 8 회 수업에US$1998주 동안 주당 1회
90분
실시간 화상 수업
연령: 14-18
수업당 학습자 6-12 명
