Analytics for Accountancy and Finance Tool Kits There is no progression in difficulty in the Tool Kits. You can choose to complete these in any order.
Practice and apply your skills
Accountancy and Finance Toolkits Pathway Spreadsheet & Dashboards Cloud Data Ingestion Business Intelligence Systems R Analysis and Time Series Python Analysis Bring your Google Sheets to life by mastering fundamental skills such as formulas, operations, and cell references.
Expand your Google Sheets vocabulary by diving deeper into data types, including numeric data, logical data, and missing data.
An introduction to data visualization with no coding involved.
Learn the fundamentals of data visualization using Google Sheets.
Learn how to build a graphical dashboard with Google Sheets to track the performance of financial securities.
Learn basic business modeling including cash flows, investments, annuities, loan amortization, and more using Google Sheets.
Learn how to create and query relational databases using SQL in just two hours.
Accompanied at every step with hands-on practice queries, this course teaches you everything you need to know to analyze data using your own SQL code today!
Level up your SQL knowledge and learn to join tables together, apply relational set theory, and work with subqueries.
Master the complex SQL queries necessary to answer a wide variety of data science questions and prepare robust data sets for analysis in PostgreSQL.
Master the Power BI basics and learn to use the data visualization software to build impactful reports.
Power BI is a powerful data visualization tool that can be used in reports and dashboards.
Start your Tableau journey with our Introduction to Tableau course. Discover Tableau basics such as its features and dashboards.
Learn essential data structures such as lists and data frames and apply that knowledge directly to financial examples.
Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.
The xts and zoo packages make the task of managing and manipulating ordered observations fast and mistake free.
Work with risk-factor return series, study their empirical properties, and make estimates of value-at-risk.
Learn the fundamentals of valuing stocks.
Learn to use R to develop models to evaluate and analyze bonds as well as protect them from interest rate changes.
This course covers the basics of financial trading and how to use quantstrat to build signal-based trading strategies.
Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.
Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.
Master the basics of data analysis with Python in just four hours. This online course will introduce the Python interface and explore popular packages.
Level up your data science skills by creating visualizations using Matplotlib and manipulating DataFrames with pandas.
Using Python and NumPy, learn the most fundamental financial concepts.
In this course you'll learn the basics of working with time series data.
In this course, you'll learn how to import and manage financial data in Python using various tools and sources.
Learn to acquire data from common file formats and systems such as CSV files, spreadsheets, JSON, SQL databases, and APIs.
Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal portfolio for the desired risk and return trade-off.
Our full library contains 50+ learning tracks, 430+ interactive courses, 100+ training projects, and other material.
What 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.
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.
Ready to learn? Visit My IoA to unlock your DataCamp access