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Probabilidad y estadística: explorando el mundo del análisis de datos

¡Explora la probabilidad y la estadística en esta interesante clase a tu propio ritmo! Aprende conceptos clave como reglas de probabilidad, distribuciones y estadísticas descriptivas a través de lecciones interactivas y ejemplos del mundo real.
Kaitlyn B, Ed.D.
Puntuación media:
4.9
Número de reseñas:
(52)
Estrella en ascenso
Clase

Qué está incluido

10 lecciones pregrabadas
5 semanas
de apoyo docente
1 año de acceso
al contenido
Tarea
1-2 horas por semana. 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.

Experiencia de clase

Nivel de inglés: desconocido
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.

Metas de aprendizaje

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.
objetivo de aprendizaje

Programa de estudios

Plan de estudios
Sigue en plan de estudios Teacher-Created
5 Unidades
10 Lecciones
más de 5 semanas
Unidad 1: Discovering Probability: An Introduction to Basic Concepts
Lección 1:
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 minutos de lecciones en video
Lección 2:
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 minutos de lecciones en video
Unidad 2: Exploring Probability Distributions
Lección 3:
Understanding Probability Distributions: Patterns in Probability
 In this lesson, students will explore probability distributions, understanding how probabilities are spread across different outcomes. 
7 minutos de lecciones en video
Lección 4:
Applying Probability Distributions: Predicting Real-World Scenarios
 In this lesson, students will explore applying distributions in real-world scenarios. 
9 minutos de lecciones en video

Otros detalles

Necesidades de aprendizaje
This class is intentionally designed to support various learning needs, including but not limited to ADHD, dyslexia, and ASD.
Requisitos previos
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.
Lista de útiles escolares
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.
Recursos externos
Además del aula de Outschool, esta clase utiliza:
Fuentes
We will refer to CK-12 Probability and Statistics Concepts throughout the class.
Se unió el November, 2022
4.9
52reseñas
Estrella en ascenso
Perfil
Experiencia y certificaciones del docente
Doctorado en Educación desde Capella University
Maestría en Psicología desde Capella University
Licenciatura en Psicología desde Liberty University
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. 

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10 lecciones pregrabadas
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