Data Analytics Professional Certificate Complete Courses.
https://www.youtube.com/playlist?list=PLtS8Ubq2bIlVN4Zom0O-6rBysJs3wns60

Course Material : https://mega.nz/file/XcJl2ABB#5PrRi290sDE4lgjiK6CDhgKriqkV94iejEgB4pdH-L0

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PROGRAMMING AND DATA ANALYTICS
0:00:00 Welcome to the course
0:06:19 Fun with R
0:12:18 Carrie Getting Started with R
0:16:02 Programming languages
0:21:24 Introduction to R
0:27:50 Intro to RStudio

PROGRAMMING USING RSTUDIO
0:35:32 Programming using RStudio
0:38:05 Programming Fundamentals
0:46:41 Operators and calculations
0:52:15 The gift that keeps on giving
0:56:32 Welcome to the tidyverse
1:02:42 More on the tidyverse
1:08:19 Working with pipes
1:18:01 Connor Coding tips

WORKING WITH DATA IN R
1:23:29 Data in R
1:24:38 R Data frames
1:29:12 Working with data frames
1:33:52 Cleaning up with the basics
1:41:33 Organizing your data
1:48:16 Transforming data
1:53:19 Same data, different outcome
1:58:37 The bias function

MORE ABOUT VISUALIZING, AESTHETICS,AND ANNOTATIONS
2:01:57 Visualizing in R
2:04:19 Visualizing basics in R and tidyverse
2:10:33 Getting started with ggplot()
2:20:44 Joseph Career path to people analytics
2:24:17 Enhancing visualizing in R
2:32:20 Doing more with ggplot
2:40:49 Aesthetics and facets
2:46:07 Annotation layer
2:52:52 Saving you visualizings

DOCUMENTATION AND REPORTS
2:58:20 Documentation and reports
3:01:19 Overview of R Markdown
3:05:01 Using R Markdown in RStudio
3:09:01 Structure of markdown documents
3:14:53 Meg Programming is empowering
3:18:24 Even more document elements
3:22:33 Code chunks
3:29:22 Exporting documentation
3:32:53

This course is the seventh course in the Google Data Analytics Certificate. These courses will equip you with the skills needed to apply to introductory-level data analyst jobs. In this course, you’ll learn about the programming language known as R. You’ll find out how to use RStudio, the environment that allows you to work with R. This course will also cover the software applications and tools that are unique to R, such as R packages. You’ll discover how R lets you clean, organize, analyze, visualize, and report data in new and more powerful ways. Current Google data analysts will continue to instruct and provide you with hands-on ways to accomplish common data analyst tasks with the best tools and resources.

Learners who complete this certificate program will be equipped to apply for introductory-level jobs as data analysts. No previous experience is necessary.

By the end of this course, you will:
- Examine the benefits of using the R programming language.
- Discover how to use RStudio to apply R to your analysis.
- Explore the fundamental concepts associated with programming in R.
- Explore the contents and components of R packages including the Tidyverse package.
- Gain an understanding of dataframes and their use in R.
- Discover the options for generating visualizations in R.
- Learn about R Markdown for documenting R programming.

⌨️ The creator of this course is Google ( Team: Grow with Google )
⌨️ For earning certificate https://www.coursera.org/professional-certificates/google-data-analytics?page=1

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