Data Science and Analysis Tools - from Jupyter to R Markdown Specialization

This specialization is intended for people without programming experience who seek an approachable introduction to data science that uses Python and R to describe and visualize data sets. This course will equip learners with foundational knowledge of data analysis suitable for any analyst roles. In these four courses, you will cover everything from data wrangling to data visualization. These topics will help prepare you to handle various types of data sets, giving you enough knowledge of data science to proficiently compare data sets, describe their relationship, and produce visualizations that highlight that relationship.
What You Will Learn:
Describe a numerical data set with statistics
Import and describe a mixed data set using pandas and matplotlib
Determine if populations are different using statistical tests
Describe relationships between variables using statistical tests

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Visualizing Data & Communicating Results in R with RStudio (Coursera)

Apr 15th 2024
Visualizing Data & Communicating Results in R with RStudio (Coursera)
Course Auditing
Categories
Effort
Languages
Code and run your first R program in minutes without installing anything! This course is designed for learners with limited coding experience, providing foundational knowledge of data visualizations and R Markdown. The modules in this course cover different types of visualization models such as bar charts, histograms, and heat [...]

Visualizing & Communicating Results in Python with Jupyter (Coursera)

Apr 15th 2024
Visualizing & Communicating Results in Python with Jupyter (Coursera)
Course Auditing
Categories
Effort
Languages
Code and run your first Python program in minutes without installing anything! This course is designed for learners with limited coding experience, providing a foundation for presenting data using visualization tools in Jupyter Notebook. This course helps learners describe and make inferences from data, and better communicate and present [...]

Data Analysis in Python with pandas & matplotlib in Spyder (Coursera)

Apr 15th 2024
Data Analysis in Python with pandas & matplotlib in Spyder (Coursera)
Course Auditing
Categories
Effort
Languages
Code and run your first Python script in minutes without installing anything! This course is designed for learners with no coding experience, providing a crash course in Python, which enables the learners to delve into core data analysis topics that can be transferred to other languages. In this course, [...]

Data Analysis in R with RStudio & Tidyverse (Coursera)

Apr 15th 2024
Data Analysis in R with RStudio & Tidyverse (Coursera)
Course Auditing
Categories
Effort
Languages
Code and run your first R program in minutes without installing anything! This course is designed for learners with no prior coding experience, providing foundational knowledge of data analysis in R. The modules in this course cover descriptive statistics, importing and wrangling data, and using statistical tests to compare [...]