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:(57)
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사전 녹화된 수업 10개
5 주
교사 지원 기간(주)1년
학습 내용 이용 기간숙제
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.보고계신 지문은 자동 번역 되었습니다
수업 소개
영어 수준 - 알 수 없음
Welcome to "Probability and Statistics: Exploring the World of Data Analysis"! In this engaging 5-week course, students will embark on an immersive journey into the fascinating world of probability and statistics, gaining essential skills in data analysis along the way. Students will learn fundamental concepts in probability and statistics, including basic probability rules, probability distributions, descriptive statistics, and inferential statistics. What topics will you cover? - Introduction to Probability - Probability Distributions (binomial, normal, etc.) - Descriptive Statistics (mean, median, mode, standard deviation) - Inferential Statistics (hypothesis testing, confidence intervals) - Real-World Applications - Review and Final Project Each week, students will explore a different aspect of probability and statistics. The class is self-paced, allowing students to progress at their own speed while still having access to instructor support. My teaching style is interactive and engaging, with a focus on making complex concepts accessible and understandable. Students will have plenty of opportunities to interact with both me throughout the course. Join us on this exciting journey into the world of data analysis! Let's explore probability and statistics together and uncover the secrets hidden within the numbers.
학습 목표
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:
- Calculate probabilities using probability distribution functions.
- Interpret probabilities in real-world contexts.
강의 계획서
커리큘럼
Teacher-Created 커리큘럼 기반5 유닛
10 레슨
5 주 이상단위 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. 6 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. 9 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. 7 분의 동영상 강의
레슨4:
Applying Probability Distributions: Predicting Real-World Scenarios
In this lesson, students will explore applying distributions in real-world scenarios. 9 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.
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
57수강 후기
교사 전문성 및 자격증
3 정도
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. 
