Visualization & Story Telling

Coursebook

A structured, guided learning path covering Enterprise Data Management, Data Engineering, and Financial Data Analytics

Supertype Coursebook

Quickstart

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Assignments

An overview of enterprise data management and its historical context

Overview: Enterprise Data Management

An overview of the key components of enterprise data management

Modern Enterprise Data Management

Exercise: Create an ERD for a loan management system

Entity Relationship Diagrams

Everything to get you started with creating programs using Financial APIs

API Programming with Python

The de-facto library for data manipulation and analysis in Python

Data Analysis with Pandas

Using Pandas, perform a series of data manipulation and analysis tasks on Indonesia banking sector data provided by Sectors.

Lab: Data Manipulation and Analysis

An overview of data visualization and its historical context

The What and Why of Data Visualization

An overview of the fundamentals of data visualization

The Fundamentals of Data Visualization

A summary of widely-used data visualization tools

Data Visualization Tools

Using Tableau Public, perform a series of data manipulation and analysis tasks on Indonesia banking sector data provided by Sectors.

Lab: Data Visualization

Introduction to NoSQL

Build a simple API using Django Rest Framework, and use Redis for caching.

Lab: Redis for API Caching

High Level Introduction to Apache Kafka: Event Streaming Platform

Introduction to Apache Kafka

Build a streaming data pipeline using Kafka, Spark Streaming, Cassandra, and MySQL

Lab: Streaming Data Pipeline

Using Python and Django framework, create a simple web application based on the requirements below

Lab: Django - Route

Using Python, Langchain, LLM tools, and Sectors API to create an AI Financial Agent

Lab: Financial Agent AI - Route

Learning materials for Python organized by difficulty level

Python Programming

The theoretical and practical aspects of database management and querying.

SQL and Databases

A structured, guided learning path to Data Management and Analytics

Brillian DMA Introduction

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An overview of AI applications in the public rail transportation sector

AI for Rail Transportation

An introduction to Apache Kafka and Redis

Get Started

Enterprise Data Management

Financial Data Analysis

Data Visualization

Apache Kafka and Redis

Final Project

Essentials

Visualization & Story Telling

The Visual Display of Quantitative Information Book

Data Storytelling Project Example