gabrielpedrosati / certification-ibm-data-engineering

IBM Data Engineering Professional Certificate

IBM Data Engineering Professional Certificate

Projects

1. Managing SQL Database with Python

2. Analyzing Chicago Dataset

3. Analyzing Data with Python and SQL

4. Joins, Views and Stored Procedures

5. Normalization, Keys and Constraints in Relational Database

6. Backup Data with Shell Script

7. Extracting Data from API

8. ETL with Python

9. ETL with Shell Script

10. ETL with Airflow

11. Streaming Project

10. Capstone Projects

Modules

1. Introduction to Data Engineering
2. Python for Data Science, AI & Development
3. Python Project for Data Engineering
4. Introduction to Relational Databases (RDBMS)
5. Databases and SQL for Data Science with Python
6. Hands-On Introduction to Linux Commands and Shell Scripting
7. Relational Database Administration (DBA)
8. ETL and Data Pipelines with Shell, Airflow and Kafka
9. Getting Started with Data Warehousing and BI Analytics
10. Introduction to NoSQL Databases
11. Introduction to Big Data with Spark and Hadoop
12. Data Engineering and Machine Learning using Spark
13. Data Engineering Capstone Project

Skills

Relational Database Management Systems (RDBMS) - ETL & Data Pipelines - NoSQL and Big Data - Hadoop - Kafka - Apache Spark - Linux - Shell Scripts - SQL - Data Science - NoSQL - Python Programming - Data Analysis - Pandas - Numpy - Web Scraping - Data Modeling