The courses topics concern Data Manipulation, Data Visualization, Data Engineering, Reporting, Machine Learning, Probability & Statistics, Importing & CLeaning Data, Applied Finance, Programming, and Management.
All the coding answers given come from my work on DataCamp. I am not a specialist, so contact me if you find any typo.
Good luck!
-
- Introduction to R
- Intermediate R
- Introduction to the Tidyverse
- Introduction to Data Visualization with ggplot2
- Data Manipulation with dplyr
- Introduction to Importing Data in R
- Supervised Learning in R: Classification
- Joining Data with dplyr
- Introduction to Data in R
- Cleaning Data in R
- Correlation and Regression in R
- Intermediate Data Visualization with ggplot2
- ...
-
- Introduction to Python
- Intermediate Python
- Introduction to Data Science in Python
- Data Manipulation with pandas
- Supervised Learning with scikit-learn
- Python Data Science Toolbox (Part 1)
- Python Data Science Toolbox (Part 2)
- Introduction to Data Visualization with Matplotlib
- Joining Data with pandas
- Introduction to Importing Data in Python
- Statistical Thinking in Python (Part 1)
- Introduction to Deep Learning in Python
- ...
-
- Introduction to SQL
- Joining Data in SQL
- Introduction to SQL Server
- Intermediate SQL
- Introduction to Relational Databases in SQL
- Exploratory Data Analysis in SQL
- Database Design
- PostgreSQL Summary Stats and Window Functions
- Intermediate SQL Server
- Functions for Manipulating Data in PostgreSQL
- Time Series Analysis in SQL Server
- Functions for Manipulating Data in SQL Server
- ...
-
- Introduction to Git
-
- Introduction to Shell
- Introduction to Bash Scripting
- Conda Essentials
- Data Processing in Shell
- Building and Distributing Packages with Conda
-
- Data Analysis in Spreadsheets
- Introduction to Spreadsheets
- Pivot Tables in Spreadsheets
- Intermediate Spreadsheets
- Data Visualization in Spreadsheets
- Introduction to Statistics in Spreadsheets
- Financial Analytics in Spreadsheets
- Marketing Analytics in Spreadsheets
- Financial Modeling in Spreadsheets
- Conditional Formatting in Spreadsheets
- Error and Uncertainty in Spreadsheets
- Options Trading in Spreadsheets
-
- Data Analysis in Excel
-
- Introduction to Power BI
-
- Introduction to Tableau
- Analyzing Data in Tableau
- Creating Dashboards in Tableau
- Connecting Data in Tableau
-
- Introduction to Scala
-
- Data Science for Everyone
- Data Engineering for Everyone
- Machine Learning for Everyone
- Data Science for Business
- Data Visualization for Everyone
- Cloud Computing for Everyone
- Machine Learning for Business
-
- Case Study: School Budgeting with Machine Learning in Python
- Case Study: Exploratory Data Analysis in R
- Analyzing Marketing Campaigns with pandas
- Data-Driven Decision Making in SQL
- Applying SQL to Real-World Problems
- Marketing Analytics: Predicting Customer Churn in Python
- Marketing Analytics in Spreadsheets
- Case Studies: Manipulating Time Series Data in R
- Analyzing Election and Polling Data in R
- Human Resources Analytics: Exploring Employee Data in R
- Analyzing US Census Data in Python
- Human Resources Analytics: Predicting Employee Churn in R