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확률과 통계: 데이터 분석의 세계 탐험

이 매력적인 자기 주도 수업에서 확률과 통계를 탐구하세요! 대화형 수업과 실제 사례를 통해 확률 규칙, 분포, 기술 통계와 같은 핵심 개념을 배우세요.
Kaitlyn B, Ed.D.
평균 평점:
4.9
수강 후기 수:
(52)
인기 선생님
수업

무엇이 포함되어 있나요?

사전 녹화된 수업 10개
5 주
교사 지원 기간(주)
1년
학습 내용 이용 기간
숙제
주당 1-2시간. The homework assigned in this course will reinforce concepts covered in class and provide opportunities for students to practice their skills independently. Here's what students can expect: Type of Homework: - Problem-Solving Exercises: These exercises will involve solving problems related to probability and statistics, applying the concepts learned in class. - Data Analysis Projects: Students will work on real-world data analysis projects to apply their statistical knowledge to practical situations. - Readings and Reflections: Students may be assigned readings or articles related to the topics covered in class, followed by reflective questions or discussions. Frequency of Assignments: - Homework will be assigned weekly, with assignments corresponding to the topics covered in class during that week. Checking for Correctness: - Instructor Feedback: For assignments requiring subjective evaluation, such as data analysis projects, students will receive personalized feedback from the instructor. Required Assignments: - While all assignments are designed to reinforce learning and are highly encouraged, students are not required to submit their homework to me. Overall, homework assignments are designed to be engaging and relevant to students' learning objective. They serve as valuable opportunities for students to apply and consolidate their understanding of probability and statistics concepts.
채점
Grades will be provided by request.
보고계신 지문은 자동 번역 되었습니다

수업 소개

영어 수준 - 알 수 없음
미국 8학년 - 11학년 학년
Unlock the Power of Data: Learn Probability and Statistics in an Engaging, Self-Paced Course!

Discover the exciting world of probability and statistics in this 5-week course designed for middle and high school students! Perfect for learners interested in math, data analysis, or real-world problem-solving, this class provides a comprehensive introduction to the essential skills needed to analyze data and draw meaningful conclusions.

What Will Your Student Learn?
Students will dive into key topics, including:

Introduction to Probability: Master basic probability rules and concepts.
Probability Distributions: Explore binomial, normal, and other distributions.
Descriptive Statistics: Learn how to calculate mean, median, mode, and standard deviation.
Inferential Statistics: Conduct hypothesis testing and calculate confidence intervals.
Real-World Applications: Apply concepts to solve practical problems.
Final Project: Showcase your knowledge with a hands-on project!

Why Enroll in This Course?

Self-Paced Learning: Students progress at their own speed while enjoying full instructor support.
Interactive Teaching Style: Complex concepts are broken down into easy-to-understand lessons using real-life examples.
Flexible and Accessible: Designed for all levels, whether your student is new to statistics or looking to deepen their understanding.

Who Should Take This Class?

Students interested in math, STEM fields, or careers in data science.
Homeschoolers seeking a structured, instructor-led curriculum.
Teens looking to boost their skills for advanced courses or college readiness.

학습 목표

Students will learn the following:

1. Basic Probability Concepts:
   - Understand the fundamental principles of probability.
   - Calculate probabilities of simple and compound events.
   - Apply probability rules to solve problems.

2.  Probability Distributions:
   - Identify and describe different types of probability distributions, including binomial 
      and normal distributions.
   - Calculate probabilities using probability distribution functions.
   - Interpret probabilities in real-world contexts.

3. Descriptive Statistics:
   - Calculate and interpret measures of central tendency, including mean, median, and 
  mode.
   - Calculate and interpret measures of variability, including standard deviation and 
  variance.
   - Use descriptive statistics to summarize and describe data sets.

4. Inferential Statistics:
   - Understand the concepts of population and sample.
   - Conduct hypothesis tests to make inferences about population parameters.
   - Construct and interpret confidence intervals.

5. Real-World Applications:
   - Apply probability and statistics concepts to real-life situations, such as analyzing 
   sports data, predicting outcomes, and evaluating risks.
   - Use statistical software or tools to perform data analysis.

6. Critical Thinking and Problem-Solving:
   - Analyze and interpret data critically.
   - Formulate hypotheses and design experiments.
   - Draw conclusions based on statistical evidence.

By the end of the course, students will have a solid understanding of probability and statistics and be able to apply their knowledge to analyze data and make informed decisions.
학습 목표

강의 계획서

커리큘럼
Teacher-Created 커리큘럼 기반
5 유닛
10 레슨
5 주 이상
단위 1: Discovering Probability: An Introduction to Basic Concepts
레슨1:
Understanding Probability Fundamentals: What Are Chances?
 In this introductory lesson, students will dive into the world of probability, exploring fundamental concepts and understanding the basics of chance. 
7 분의 동영상 강의
레슨2:
Exploring Probability Rules: Navigating the Probability Landscape
 In this lesson, students will delve deeper into the world of probability, learning about essential rules and principles that govern how probabilities work. 
10 분의 동영상 강의
단위 2: Exploring Probability Distributions
레슨3:
Understanding Probability Distributions: Patterns in Probability
 In this lesson, students will explore probability distributions, understanding how probabilities are spread across different outcomes. 
12 분의 동영상 강의
레슨4:
Applying Probability Distributions: Predicting Real-World Scenarios
 In this lesson, students will explore applying distributions in real-world scenarios. 
10 분의 동영상 강의

그 외 세부 사항

학습 요구
This class is intentionally designed to support various learning needs, including but not limited to ADHD, dyslexia, and ASD.
사전 요구 사항
No specific prerequisites required. Basic understanding of math, including arithmetic, fractions, and decimals, is beneficial. Familiarity with variables and equations is helpful but not mandatory.
수업 자료
For this class, learners will need the following materials:

1. Statistical Software:
   - Access to Google Sheets

2. Online Textbook
   - CK-12 Probability and Statistics Concepts

3. Notebook and Writing Utensils:
   - A notebook or paper for taking notes and working on exercises.
   - Writing utensils such as pens and pencils.

4. Computer and Internet Access:
   - Access to a computer or laptop with internet connection for accessing course materials, 
   online resources, and statistical software.

5. Supplies
   - Learners will need dice and a standard deck of cards.

Please note that all course materials and curriculum will be provided by the instructor. The listed materials are for students' personal use and to support their learning experience throughout the course.
수업 진행 언어
영어
Outschool 외 필요 앱/웹사이트
이 수업에서는 아웃스쿨 교실 외에도 다음의 툴을 사용합니다:
출처
We will refer to CK-12 Probability and Statistics Concepts throughout the class.
가입일: November, 2022
4.9
52수강 후기
인기 선생님
프로필
교사 전문성 및 자격증
박사 학위 교육 Capella University 에서
석사 학위 심리학 Capella University에서
학사 학위 심리학 Liberty University에서
As the instructor for this course, I bring a strong background in both psychology and education, with a Master's degree in Psychology and a Doctorate in Education. Additionally, I am an experienced researcher who regularly utilizes statistical methods in my work. I have taught statistics at the college level as a college instructor, providing me with practical experience in effectively teaching these concepts to students. 

리뷰

자율 학습 과정
공유
매주

US$10

10개의 사전 녹화 레슨
5 교사 지원 기간(주)
시작일 선택 가능
1년간 콘텐츠 이용 가능

42 명의 학생이 수업을 완료함
시작일 선택 가능
연령: 13-18

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