> For the complete documentation index, see [llms.txt](https://resources.less.tech/less-tech/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://resources.less.tech/less-tech/exercises.md).

# 🏃 Exercises

- [Data-Driven Ecommerce](https://resources.less.tech/less-tech/exercises/data-driven-ecommerce.md)
- [Hints](https://resources.less.tech/less-tech/exercises/data-driven-ecommerce/hints.md): We recommend that you try to complete as much of the exercise on your own after each step
- [Automated Financial Analysis](https://resources.less.tech/less-tech/exercises/automated-financial-analysis.md): This exercise will show you how to work with financial data to generate Income Statements, create metrics and adjust to accrual-based account.
- [Hints](https://resources.less.tech/less-tech/exercises/automated-financial-analysis/hints.md): We recommend that you try to complete as much of the exercise on your own after each step
- [Part 1 - Profit & Loss](https://resources.less.tech/less-tech/exercises/automated-financial-analysis/hints/part-1-profit-and-loss.md): Helping you get to the final result
- [Part 2 - Metrics](https://resources.less.tech/less-tech/exercises/automated-financial-analysis/hints/part-2-metrics.md)
- [Part 3 - Accrual-Based Accounting](https://resources.less.tech/less-tech/exercises/automated-financial-analysis/hints/part-3-accrual-based-accounting.md)
- [AI-driven product reviews](https://resources.less.tech/less-tech/exercises/ai-driven-product-reviews.md)
- [Hints](https://resources.less.tech/less-tech/exercises/ai-driven-product-reviews/hints.md): Reach out to us if you want us to help you out with this exercise. We're more than happy to do so!