There is no progression in difficulty in the Tool Kits. You can choose to complete these in any order.
This tool kit will introduce users to the basics of good practice manipulating data in spreadsheets, plotting, handling large tables in the cloud and building interactive dashboards.
20 hours
Go to courseThis tool kit will introduce users to accessing data from large, cloud-based, relational (table) data sets with SQL, filtering and manipulating data at the ingestion stage and while on the cloud and will cover handling challenging data structures.
14 hours
Go to courseThis tool kit will introduce users to working with Business Intelligence systems to gain insight from large data bases and will cover visualisations with map data.
12 hours
Go to courseThis tool kit will introduce users to the R analysis environment and manipulation data with simple coding commands, which then allow for optimised time-based analysis, superior predictive analytics and advanced portfolio analysis. This Tool Kit forms a basis to go on to our Machine Learning with R courses to work with relational (table) data.
39 hours
Go to courseThis tool kit will introduce users to the Python coding language, which then allows users to carry out optimised time-based analysis, valuation tools and an introduction to importing and managing data in Python from external sources, including JSON data. This Tool Kit forms a basis to go on to our Machine Learning with Python courses and to work with unstructured data types (voice recordings, image and free text).
29 hours
Go to courseWhat is DataCamp?
Learn the data skills you need online at your own pace—from non-coding essentials and Google Spreadsheets to Python, R, and SQL.
Join other IoA learners
Visit My IoA—your gateway to online services for Members and Students—to unlock your DataCamp access
Hands-on learning experience
Grow your data skills with short video tutorials and hands-on coding exercises.
Choose your own learning path
Choose from over 350 courses or enroll in IoA's custom learning paths for Business People, Practitioners, Thought Leaders, and C-Suite, to overcome your biggest business and technology challenges.
Flexible online training for every role
Grow your skills with data-oriented assessments, courses, projects, and practice exercises in Python, R, SQL, Excel, Python, Tableau, Oracle, Power BI, data engineering, and more.
