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.

  • Learn at your own pace
  • Get hands-on experience
  • Practice and apply your skills
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Accountancy and Finance Toolkits Pathway

Introduction to Google Sheets

BeginnerSkill Level
2 hr
20.2K learners
Bring your Google Sheets to life by mastering fundamental skills such as formulas, operations, and cell references.

Intermediate Google Sheets

BeginnerSkill Level
4 hr
48K learners
Expand your Google Sheets vocabulary by diving deeper into data types, including numeric data, logical data, and missing data.

Financial Analytics in Google Sheets

BeginnerSkill Level
4 hr
22.3K learners
Learn how to build a graphical dashboard with Google Sheets to track the performance of financial securities.

Financial Modeling in Google Sheets

BeginnerSkill Level
4 hr
14.8K learners
Learn basic business modeling including cash flows, investments, annuities, loan amortization, and more using Google Sheets.

Introduction to SQL

BeginnerSkill Level
2 hr
631.8K learners
Learn how to create and query relational databases using SQL in just two hours.

Intermediate SQL

BeginnerSkill Level
4 hr
201.5K learners
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!

Joining Data in SQL

BeginnerSkill Level
4 hr
126.3K learners
Level up your SQL knowledge and learn to join tables together, apply relational set theory, and work with subqueries.

Data Manipulation in SQL

BeginnerSkill Level
4 hr
214.2K learners
Master the complex SQL queries necessary to answer a wide variety of data science questions and prepare robust data sets for analysis in PostgreSQL.

Introduction to Power BI

BeginnerSkill Level
3 hr
345.7K learners
Master the Power BI basics and learn to use the data visualization software to build impactful reports.

Data Visualization in Power BI

BeginnerSkill Level
3 hr
52.4K learners
Power BI is a powerful data visualization tool that can be used in reports and dashboards.

Introduction to Tableau

BeginnerSkill Level
6 hr
215.3K learners
Start your Tableau journey with our Introduction to Tableau course. Discover Tableau basics such as its features and dashboards.

Introduction to R for Finance

BeginnerSkill Level
4 hr
75.5K learners
Learn essential data structures such as lists and data frames and apply that knowledge directly to financial examples.

Intermediate R for Finance

BeginnerSkill Level
5 hr
34.4K learners
Learn about how dates work in R, and explore the world of if statements, loops, and functions using financial examples.

Quantitative Risk Management in R

BeginnerSkill Level
5 hr
13.8K learners
Work with risk-factor return series, study their empirical properties, and make estimates of value-at-risk.

Bond Valuation and Analysis in R

BeginnerSkill Level
4 hr
13.1K learners
Learn to use R to develop models to evaluate and analyze bonds as well as protect them from interest rate changes.

Financial Trading in R

BeginnerSkill Level
5 hr
21.5K learners
This course covers the basics of financial trading and how to use quantstrat to build signal-based trading strategies.

Credit Risk Modeling in R

BeginnerSkill Level
4 hr
46.1K learners
Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.

GARCH Models in R

BeginnerSkill Level
4 hr
7.3K learners
Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.

Introduction to Python

BeginnerSkill Level
4 hr
5.5M learners
Master the basics of data analysis with Python in just four hours. This online course will introduce the Python interface and explore popular packages.

Intermediate Python

BeginnerSkill Level
4 hr
1.1M learners
Level up your data science skills by creating visualizations using Matplotlib and manipulating DataFrames with pandas.

Streamlined Data Ingestion with pandas

BeginnerSkill Level
4 hr
48.8K learners
Learn to acquire data from common file formats and systems such as CSV files, spreadsheets, JSON, SQL databases, and APIs.

Introduction to Portfolio Analysis in Python

BeginnerSkill Level
4 hr
14.6K learners
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.

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Learn the data skills you need online at your own pace—from non-coding essentials and Google Spreadsheets to Python, R, and SQL.

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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.

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