# Coursebook

## Docs

- [Supertype Coursebook](https://coursebook.supertype.ai/introduction.md): A structured, guided learning path covering Enterprise Data Management, Data Engineering, and Financial Data Analytics
- [Quickstart](https://coursebook.supertype.ai/quickstart.md): Course Structure and Setup
- [Assignments](https://coursebook.supertype.ai/assignments.md): Learn how to submit course work for Coursebook
- [Overview: Enterprise Data Management](https://coursebook.supertype.ai/enterprise-data-management/historical.md): An overview of enterprise data management and its historical context
- [Modern Enterprise Data Management](https://coursebook.supertype.ai/enterprise-data-management/edm.md): An overview of the key components of enterprise data management
- [Entity Relationship Diagrams](https://coursebook.supertype.ai/enterprise-data-management/exercise_erd.md): Exercise: Create an ERD for a loan management system
- [API Programming with Python](https://coursebook.supertype.ai/financial-data-analytics/api_programming_python.md): Everything to get you started with creating programs using Financial APIs
- [Data Analysis with Pandas](https://coursebook.supertype.ai/financial-data-analytics/pandas.md): The de-facto library for data manipulation and analysis in Python
- [Lab: Data Manipulation and Analysis](https://coursebook.supertype.ai/financial-data-analytics/lab_pandas.md): Using Pandas, perform a series of data manipulation and analysis tasks on Indonesia banking sector data provided by Sectors.
- [The What and Why of Data Visualization](https://coursebook.supertype.ai/data-visualization/dv_introduction.md): An overview of data visualization and its historical context
- [The Fundamentals of Data Visualization](https://coursebook.supertype.ai/data-visualization/dv_fundamental.md): An overview of the fundamentals of data visualization
- [Data Visualization Tools](https://coursebook.supertype.ai/data-visualization/dv_tools.md): A summary of widely-used data visualization tools
- [Lab: Data Visualization](https://coursebook.supertype.ai/data-visualization/lab_tableau_public.md): Using Tableau Public, perform a series of data manipulation and analysis tasks on Indonesia banking sector data provided by Sectors.
- [Introduction to NoSQL](https://coursebook.supertype.ai/kafka-redis/nosql.md): A general introduction on NoSQL paradigm
- [Lab: Redis for API Caching](https://coursebook.supertype.ai/kafka-redis/lab_drf_redis.md): Build a simple API using Django Rest Framework, and use Redis for caching.
- [Introduction to Apache Kafka](https://coursebook.supertype.ai/kafka-redis/kafka.md): High Level Introduction to Apache Kafka: Event Streaming Platform
- [Lab: Streaming Data Pipeline](https://coursebook.supertype.ai/kafka-redis/lab_kafka.md): Build a streaming data pipeline using Kafka, Spark Streaming, Cassandra, and MySQL
- [Lab: Django - Route](https://coursebook.supertype.ai/final-project/django-route.md): Using Python and Django framework, create a simple web application based on the requirements below
- [Lab: Financial Agent AI - Route](https://coursebook.supertype.ai/final-project/financial-ai-route.md): Using Python, Langchain, LLM tools, and Sectors API to create an AI Financial Agent
- [Python Programming](https://coursebook.supertype.ai/essentials/python-programming.md): Learning materials for Python organized by difficulty level
- [SQL and Databases](https://coursebook.supertype.ai/essentials/sql.md): The theoretical and practical aspects of database management and querying.
- [Visualization & Story Telling](https://coursebook.supertype.ai/essentials/visualization.md): Data Visualization Learning Resources

## OpenAPI Specs

- [openapi](https://coursebook.supertype.ai/api-reference/openapi.json)

## Optional

- [Sectors Financial API](https://docs.sectors.app)
- [Supplementary Reading](https://supertype.ai/notes)


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