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Learning R will help you take your data analysis to the next level. It’ll also look great on your resume. R is widely recognized as a key credential in entry level job positions. Knowing how to use R will give you a big boost in your job hunt, and help you stand out as a new analyst.
0:00 0:00 Welcome to the Course
6:48 Fun with R
12:36 Programming Languages
17:57 Understand R Programming Languages
20:57 Introduction to RStudio
This video is part of the Google Data Analytics Certificate which teaches learners how to prepare, process, analyze, share, and act on data.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in about 6 months to start or advance your career in data analytics.
Take the Certificate HERE: https://www.coursera.org/google-certificates/data-analytics-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--fFkg8iOQ1ck__topic--DA&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificate #dataanalytics
why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.


Start by learning more about data frames and how to use them, and then explore how to work with data in different ways using tidyverse packages. Plus, how to check for bias in R.
0:00 Data in R
0:28 R Data Frames
5:01 All About Data Frames
9:36 Cleaning Up
17:14 Getting Organized
23:55 Transforming Data
28:54 Same Data Different Outcome
34:10 The Bias Function
This video is part of the Google Data Analytics Certificate which teaches learners how to prepare, process, analyze, share, and act on data.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in about 6 months to start or advance your career in data analytics.
Take the Certificate HERE: https://www.coursera.org/google-certificates/data-analytics-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--aC009Px4tEg__topic--DA&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificate #dataanalytics
why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.


R Markdown is a file format for making dynamic documents with R. Learn to use a R Markdown file as a code notebook to save, organize, and report your analysis to stakeholders.
0:00 Intro
0:28 Overview of R MarkDown
3:24 Using R MarkDown in RStudio
7:05 Markdown Document Structure
11:03 Even More R Markdown Document Elements
16:51 Code Chunks in R Markdown
23:38 Exporting your R Markdown Documentation
This video is part of the Google Data Analytics Certificate which teaches learners how to prepare, process, analyze, share, and act on data.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in about 6 months to start or advance your career in data analytics.
Take the Certificate HERE: https://www.coursera.org/google-certificates/data-analytics-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--c7EhBASskXw__topic--DA&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificate #dataanalytics
why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.


Learn how to use code to visualize your data. Data visualization is one of the most important parts of data analysis. Powerful visuals show stakeholders what your data means in a clear and compelling way, and highlight key insights.
0:00 Visualizations in R
2:22 Visualization Basics
8:35 Getting Started with ggplot()
18:30 Enhancing Visualizations
26:31 Doing More with ggplot
34:57 Aesthetics and Facets
40:14 Annotation Layer
46:46 Saving your Visualizations
This video is part of the Google Data Analytics Certificate which teaches learners how to prepare, process, analyze, share, and act on data.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in about 6 months to start or advance your career in data analytics.
Take the Certificate HERE: https://www.coursera.org/google-certificates/data-analytics-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--ZPw0dmGuyyE__topic--DA&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificate #dataanalytics
why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.


Explore the data ecosystem, find out where data analytics fits into that system, and go over some common misconceptions you might run into in the field of data analytics. Mastering these data basics will help you empower organizations to make data-driven decisions. 0:00 Data All Around Us5:32 How Data Becomes Insights9:24 Working Within the Data Ecosystem13:52 How Data Informs Better DecisionsThis video is part of the Google Data Analytics Certificate which teaches learners how to prepare, process, analyze, share, and act on data. The program, created by Google employees in the field, is designed to provide you with job-ready skills in about 6 months to start or advance your career in data analytics. Take the Certificate HERE: https://www.coursera.org/google-certificates/data-analytics-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--GbL-42kv5LI__topic--DA&utm_term=youtube-descriptionSubscribe HERE: https://bit.ly/SubscribeGCC#GrowWithGoogle #googlecareercertificate #dataanalyticswhy earn a Google Career Certificate?► No experience necessary: Learn job-ready skills, with no college degree required.► Learn at your own pace: Complete the 100% online courses on your own terms.► Stand out to employers: Make your resume competitive with a credential from Google.► A path to in-demand jobs: Connect with top employers who are currently hiring.


Learn the job landscape and what you can do right now to help you advance your career in digital marketing & e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--Xd1E2eQ5YZ8__topic--DME&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#googlecareercertificates #digitalmarketing #google
about Google Career Certificates:
Google Career Certificates are lessons designed to prepare you for entry-level roles in career fields like cybersecurity, data analytics, digital marketing & e-commerce, IT support, project management, or user experience (UX) design. Google Career Certificates give learners the skills they need to apply for more than 2.4 million in-demand jobs with a median salary of $76,000+.
Google Career Certificates
https://www.youtube.com/@GoogleCareerCertificates
What Jobs Are Available in Digital Marketing and E-Commerce? | Google Career Certificates
https://youtu.be/Xd1E2eQ5YZ8


Learn what e-commerce means and what it allows you to do.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--qXniwvazy_I__topic--DME&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#googlecareercertificates #digitalmarketing #ecommerce
about Google Career Certificates:
Google Career Certificates are lessons designed to prepare you for entry-level roles in career fields like cybersecurity, data analytics, digital marketing & e-commerce, IT support, project management, or user experience (UX) design. Google Career Certificates give learners the skills they need to apply for more than 2.4 million in-demand jobs with a median salary of $76,000+.
Google Career Certificates
https://www.youtube.com/@GoogleCareerCertificates
What Is E-commerce? | Google Digital Marketing & E-commerce Certificate
https://youtu.be/qXniwvazy_I


Learn about the common terms, tools, and platforms used in e-commerce and get an overview of the entry-level roles available in e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--ZaUuPyRuBUM__topic--DME&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#googlecareercertificates #digitalmarketing #ecommerce
about Google Career Certificates:
Google Career Certificates are lessons designed to prepare you for entry-level roles in career fields like cybersecurity, data analytics, digital marketing & e-commerce, IT support, project management, or user experience (UX) design. Google Career Certificates give learners the skills they need to apply for more than 2.4 million in-demand jobs with a median salary of $76,000+.
Google Career Certificates
https://www.youtube.com/@GoogleCareerCertificates
The Basics of Selling Online | Google Digital Marketing & E-commerce Certificate
https://youtu.be/ZaUuPyRuBUM


Branding is about how customers feel about a company and the products it sells. It’s a story behind how the company got started and how customers connect with the values it supports.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--6GcxCaPa9F4__topic--DME&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#googlecareercertificates #digitalmarketing #ecommerce
about Google Career Certificates:
Google Career Certificates are lessons designed to prepare you for entry-level roles in career fields like cybersecurity, data analytics, digital marketing & e-commerce, IT support, project management, or user experience (UX) design. Google Career Certificates give learners the skills they need to apply for more than 2.4 million in-demand jobs with a median salary of $76,000+.
Google Career Certificates
https://www.youtube.com/@GoogleCareerCertificates
How to Brand Your Online Store | Google Digital Marketing & E-commerce Certificate
https://youtu.be/6GcxCaPa9F4


One of the key components of e-commerce is identifying your target audience. Your target audience is the group of people most likely to buy your company’s products. Your branding, marketing campaigns, price, and strategy can all benefit from knowing who you’re trying to reach.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--LUtK5M8dLeo__topic--DME&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#googlecareercertificates #digitalmarketing #ecommerce
about Google Career Certificates:
Google Career Certificates are lessons designed to prepare you for entry-level roles in career fields like cybersecurity, data analytics, digital marketing & e-commerce, IT support, project management, or user experience (UX) design. Google Career Certificates give learners the skills they need to apply for more than 2.4 million in-demand jobs with a median salary of $76,000+.
Google Career Certificates
https://www.youtube.com/@GoogleCareerCertificates
How to Do Market Research for Your Online Store | Google Digital Marketing & E-commerce Certificate
https://youtu.be/LUtK5M8dLeo


If you’re curious about the latest trends in technology and business, a career in digital marketing & e-commerce is within reach. The program, created by Google employees in the field, is designed to provide you with job-ready skills in under 6 months to start or advance your career in digital marketing and e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--AC1wMFcdjCE__topic--DME&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#googlecareercertificates #digitalmarketing #google
about Google Career Certificates:
Google Career Certificates are lessons designed to prepare you for entry-level roles in career fields like cybersecurity, data analytics, digital marketing & e-commerce, IT support, project management, or user experience (UX) design. Google Career Certificates give learners the skills they need to apply for more than 2.4 million in-demand jobs with a median salary of $76,000+.
Google Career Certificates
https://www.youtube.com/@GoogleCareerCertificates
What Makes Digital Marketing and E-Commerce So Exciting? | Google Career Certificates
https://youtu.be/AC1wMFcdjCE


Over the last few decades, e-commerce and digital marketing have fundamentally changed business. While the goal of e-commerce is to generate sales, digital marketing helps businesses do just that by connecting with customers and building relationships.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--KT3wHToSpyE__topic--DME&utm_term=youtube-description
Subscribe HERE: https://bit.ly/SubscribeGCC
#googlecareercertificates #digitalmarketing #google
about Google Career Certificates:
Google Career Certificates are lessons designed to prepare you for entry-level roles in career fields like cybersecurity, data analytics, digital marketing & e-commerce, IT support, project management, or user experience (UX) design. Google Career Certificates give learners the skills they need to apply for more than 2.4 million in-demand jobs with a median salary of $76,000+.
Google Career Certificates
https://www.youtube.com/@GoogleCareerCertificates
What Do Digital Marketers & E-commerce Professionals Do? | Google Career Certificates
https://youtu.be/KT3wHToSpyE


This video is part of the Google Digital Marketing & E-commerce Certificate. If you’re curious about the latest trends in technology and business, a career in digital marketing & e-commerce is within reach.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in under 6 months to start or advance your career in digital marketing and e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--4MzB-yIlF0s__topic--DME&utm_term=youtube-description
Why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.
00:00 Introduction
00:27 Welcome
01:51 Analyze data to measure e-commerce success
07:42 Shopify analytics and reports
10:32 Monitor growth and revenue for an e-commerce store
15:57 Use data to improve the performance of an e-commerce store
20:17 Evaluate product performance
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificates #digitalmarketing #ecommerce


This video is part of the Google Digital Marketing & E-commerce Certificate. If you’re curious about the latest trends in technology and business, a career in digital marketing & e-commerce is within reach.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in under 6 months to start or advance your career in digital marketing and e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--jASPsLUNrgA__topic--DME&utm_term=youtube-description
Why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.
00:00 Introduction
00:27 Welcome
01:08 Introduction to customer loyalty
05:47 Rewards programs
12:36 Dynamic remarketing
14:55 Post-purchase follow-up methods
20:07 Survey customers and ask effective questions
25:41 How to provide excellent customer service
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificates #digitalmarketing #ecommerce


This video is part of the Google Digital Marketing & E-commerce Certificate. If you’re curious about the latest trends in technology and business, a career in digital marketing & e-commerce is within reach.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in under 6 months to start or advance your career in digital marketing and e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--l2DvTFiCaNM__topic--DME&utm_term=youtube-description
Why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.
00:00 Introduction
00:27 Welcome
01:41 Create an engaging online experience for customers
06:07 Introduction to the checkout process
10:31 Common reasons for cart abandonment
13:37 Get products to customers
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificates #digitalmarketing #ecommerce


"This video is part of the Google Digital Marketing & E-commerce Certificate. If you’re curious about the latest trends in technology and business, a career in digital marketing & e-commerce is within reach.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in under 6 months to start or advance your career in digital marketing and e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--UIHNa3kab4Q__topic--DME&utm_term=youtube-description
Why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.
00:00 Introduction
00:27 Welcome
01:54 Advertise online
07:21 Advertise with Google Ads campaigns
14:19 Understand Smart Campaigns
18:25 Create a Smart Shopping campaign
20:27 Explore seasonality in e-commerce
27:14 Use Google Ads to plan for seasonality
33:10 Optimize your e-commerce marketing strategies
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificates #digitalmarketing #ecommerce"


This video is part of the Google Digital Marketing & E-commerce Certificate. If you’re curious about the latest trends in technology and business, a career in digital marketing & e-commerce is within reach.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in under 6 months to start or advance your career in digital marketing and e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--p7YA2j2XYUM__topic--DME&utm_term=youtube-description
Why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.
00:00 Introduction
00:27 Welcome
02:48 Overview of e-commerce stores
08:40 E-commerce platforms
15:17 Introduction to Shopify
17:05 Introduction to building an e-commerce store
18:09 Add products to a Shopify store
23:08 Finish setting up a Shopify store
28:10 Set up your Google Merchant Center account and link it to Shopify
30:05 Adding Google and other shopping channels in Shopify
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificates #digitalmarketing #ecommerce


This video is part of the Google Digital Marketing & E-commerce Certificate. If you’re curious about the latest trends in technology and business, a career in digital marketing & e-commerce is within reach. Learn more about the Google Digital Marketing & E-commerce Certificate at https://grow.google/digitalmarketing.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in under 6 months to start or advance your career in digital marketing and e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--fbBwPFoBTs4__topic--DME&utm_term=youtube-description
Why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.
00:00 Introduction
00:27 Welcome
01:13 What is e-commerce?
04:11 The benefits of selling online
09:53 Get to know the basics of e-commerce
14:46 Market research
19:16 Identify your target audience
22:09 How to do product research
29:58 Product sourcing
32:53 Branding in e-commerce
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificates #digitalmarketing #ecommerce


This video is part of the Google Digital Marketing & E-commerce Certificate. If you’re curious about the latest trends in technology and business, a career in digital marketing & e-commerce is within reach.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in under 6 months to start or advance your career in digital marketing and e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--vqh07q9jRys__topic--DME&utm_term=youtube-description
Why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.
00:00 Introduction
00:27 Welcome
02:51 Work with stakeholders
07:58 Prepare data in spreadsheets (part 1): sorting and filtering
13:14 Prepare data in spreadsheets (part 2): pivot tables
17:15 Create data visualizations in spreadsheets
22:23 Other tools for data analytics and visualization
26:36 Create effective presentations
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificates #digitalmarketing #ecommerce


This video is part of the Google Digital Marketing & E-commerce Certificate. If you’re curious about the latest trends in technology and business, a career in digital marketing & e-commerce is within reach.
The program, created by Google employees in the field, is designed to provide you with job-ready skills in under 6 months to start or advance your career in digital marketing and e-commerce.
Take the Certificate HERE: https://www.coursera.org/google-certificates/digital-marketing-certificate?utm_source=google&utm_medium=institutions&utm_campaign=youtube-organic__geo--Global&utm_content=vid--J_RJYc327oA__topic--DME&utm_term=youtube-description
Why earn a Google Career Certificate?
► No experience necessary: Learn job-ready skills, with no college degree required.
► Learn at your own pace: Complete the 100% online courses on your own terms.
► Stand out to employers: Make your resume competitive with a credential from Google.
► A path to in-demand jobs: Connect with top employers who are currently hiring.
00:00 Introduction
00:27 Welcome
02:02 ROI and ROAS calculations
06:30 Introduction to A/B tests
10:33 Perform A/B tests in Google Ads
14:18 Indicators of a successful marketing campaign
Subscribe HERE: https://bit.ly/SubscribeGCC
#growwithgoogle #googlecareercertificates #digitalmarketing #ecommerce