Python for Accounting and Finance A Mind-Mapping Approach

1. Introduction to Python and Mind-Mapping Approach 2. Fundamentals of Python 3. Control Structures 4. Data Structures and Python Tools 5. Working with DataFrames 6. Exploratory Data Analysis 7. Time Series and Panel Data Analysis 8. Data Visualisation Techniques 9. Automating Tasks 10. Web Scraping and Accessing Cryptocurrency Data 11. Introduction to Machine Learning 12. Supervised Learning 13. Unsupervised Learning 14. Advanced Machine Learning and Financial Modelling