Intro Data Science Workshop ← School Computer Curriculum

[LeeAndro]

Last Updated 05/2020MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 ChGenre: eLearning | Language: English + srt | Duration: 17 lectures (3h 33m) | Size: 1.74 GB

Understand the role and fundamentals of data and data science and gain experience in all stages involved in data science
Rack up your technology skills when it comes to working with data and spreadsheets such as Google Sheets and Excel
Learn how to utilize data formulas and charts inside a spreadsheet table
Complete a hands-on, personalized, and real-world data science project that involves all stages of data science
Practice designing your own data science project and creating online surveys to collect your data
Practice working with data like a professional data scientist, from collecting raw data to analyzing it and delivering results

Basic computer and internet browser usage skills
Computer connected to the Internet
Google account to use Google Sheets, or Excel or similar spreadsheet application
Social media account (Facebook, Twitter, or similar) to share invites to participate in online survey (Optional)

Overview

In this all hands-on project course, students get their first real experience of data science by playing the role of a professional data scientist.​

The course starts off with a couple of hands-on spreadsheet table assignments to get students equipped with basic skills on working with data, using Google Sheets (or Excel). We then jump right into the independent data science student projectData Science Project: Understanding My Community Betterin which the students aim to study how their chosen local community compares to everyone else, with respect to a chosen topic. They will do the work involved in every stage of data science: problem statement and research, setting up online surveys, raw data collection, data organization and cleaning, data analysis using formulas and charts, and finally identifying and presenting results.

Highlights

School computer curriculum ready - Suitable for a 20-week middle or high school term

For teacher curriculum bundle see Termeric Education website.

Classroom-tested - This course was taught in a 20-week semester for 9th graders in a real school. The content level and volume is appropriate and suitable for a typical 20-week school semester, for all junior or high school grades. Each unit below could span 1-2 weeks in a real classroom setting.

Practice working with data in Google Sheet or Excel spreadsheets

For Grade 8+ or Adults!

11 units (~20 Weeks)

2 assignments

1 independent student data science project

Lecture slides and other resources

Sections

Section 1: Lectures

Unit 1

Role of Data in Digital World

Use Cases of Data Science

Stages of Data Science

Unit 2

Spreadsheet Table Basics

Types of Data

Homework 1: Create Excel Table: Nutrition Data of Your 5 Favorite Fruit Picks

Unit 3

Spreadsheet Formulas

Spreadsheet Charts

Homework 2: Analyze Your 5 Favorite Fruits Data

Section 2: Data Science Student Project

Unit 4

Data Science Project Overview

Research Area Selection

Research Topic Selection

Problem Statement Selection

Unit 5

Select 2 Questions for Online Polls

Unit 6

Set Up Online Polls

Unit 7

Collect Raw Data

Organize Data in a Table

Unit 8

Clean Data

Sort Data

Unit 9

Analyze Data

Use Formulas and Charts

Unit 10

Identify Results

Unit 11

Present Results

Grade 7 or higher students, as well as any adults, who want to learn about data, data science, and working with spreadsheets
Students who want a hands-on course on data, and to gain experience with a real-world data science project
Educators who are interested in teaching a classroom-tested course on data and data science

HomePage:

https://anonymz.com/https://www.udemy.com/course/introductory-data-science-workshop/

DOWNLOAD

https://1dl.net/5rn3si7knl78/sZGzbp6n__Intro_Data.part1.rar.html
https://1dl.net/ft0ldek75ju9/sZGzbp6n__Intro_Data.part2.rar.html