데이터 과학 탐험
이 자기 주도형 과정에서 학생들은 데이터 과학의 기본을 배우고 그것이 실제 상황에 어떻게 적용되는지 배웁니다.
무엇이 포함되어 있나요?
사전 녹화된 수업 7개
7 주
교사 지원 기간(주)1년
학습 내용 이용 기간학습 평가
Assessments are in the form of simulations/labs and discussions. They are embedded into the course.보고계신 지문은 자동 번역 되었습니다
수업 소개
영어레벨 - B2+
미국 9학년 - 12학년 학년
레벨 Beginner
**Welcome to Data Science Exploration!** We're excited to offer your high schooler a unique opportunity to delve into the world of data science. This course is designed to give students the skills and knowledge they need to explore their interest in data science and understand the various career paths it offers. **What’s This Course About?** Data Science Exploration is all about introducing students to the basics of data science and its significance. They'll learn how to collect, visualize, and interpret data, and get a broad overview of the industries that rely on data scientists. Plus, they'll see how data science plays a role in our everyday lives. **Special Focus: Data Science in Banking** One of the highlights of the course is an introduction to data science within the banking industry. Through interactive experiences, students will discover how data scientists develop financial wellness solutions tailored for young adults. They'll also learn to evaluate the return on investment (ROI) of pursuing data science education and career opportunities in banking. **Why Data Science?** Data science is a rapidly growing field with excellent job prospects. According to the U.S. Bureau of Labor Statistics, employment in this area is expected to grow 15 percent from 2019 to 2029, much faster than average. The demand for skilled data professionals is high, and the rewards are great, but few schools offer dedicated data science classes. **Course Structure** - **Lesson Length:** 15-30 minutes each - **Components:** Mini-labs, discussions, and optional home activities - **Platform:** My virtual classroom on Everfi, a top platform for K-12 financial education - **Completion:** Students receive a certificate upon finishing the course This course aims to empower your student with fundamental knowledge of data science, its relevance in today's job market, and its everyday applications. We look forward to guiding them through this exciting and growing field!
학습 목표
Understand the Relevance and Growth of Data Science: Recognize the importance of data science in solving real-world problems and explain its increasing relevance in various industries.
Learn Data Collection and Cleaning Methods: Describe and apply methods for collecting, cleaning, and validating data, including quantitative and qualitative techniques, and web scraping.
강의 계획서
7 레슨
7 주 이상레슨1:
What is Data Science?
Learn about machine learning, data visualization, database management, data collection, various applications, and high demand careers within the field of data science.
1 과제
레슨2:
Collecting, Cleaning and Validating Data
Discover various methods of data collection and then learn about ways that data is cleaned and validated before it is analyzed.
레슨3:
Analyzing and Visualizing Data
Learn about the processes of analyzing and visualizing data and will explore various ways that data can be presented.
레슨4:
Reporting and Acting on Data
Understand the different uses of dashboards and reports, then determine which is better to use for a variety of audiences.
그 외 세부 사항
사전 요구 사항
Beginners welcome!
수업 자료
I will supply all curriculum through the Everfi portal.
수업 진행 언어
영어 (레벨: B2+)
리뷰
자율 학습 과정
매주
US$2
지불 또는 모든 콘텐츠를 US$12에 이용7개의 사전 녹화 레슨
7 교사 지원 기간(주)
시작일 선택 가능
1년간 콘텐츠 이용 가능
시작일 선택 가능
연령: 14-18