Data Engineering Capstone Project
About this Course
In this Capstone you’ll demonstrate your ability to perform like a Data Engineer. Your mission is to design, implement, and manage a complete data and analytics platform consisting of relational and non-relational databases, data warehouses, data pipelines, big data processing engines, and Business Intelligence (BI) tools. This Capstone project will require that you apply and sharpen the skills and knowledge you developed in the various courses in the IBM Data Engineering Professional Certificate and utilize multiple tools and technologies to design databases, collect data from multiple sources, extract, transform and load data into a data warehouse, and utilize a cloud-based BI tool to create analytic reports and visualizations. You will also implement predictive analytics and machine learning models using big data tools and techniques. This capstone requires significant amount of hands-on lab effort throughout the course. You’ll exhibit your knowledge and proficiency working with Python, Bash scripts, SQL, NoSQL, RDBMSes, ETL, MySQL, PostgreSQL, Db2, MongoDB, Apache Airflow, Apache Spark, and Cognos Analytics. Upon successfully completing this Capstone, you should have the confidence and portfolio to take on real-world data engineering projects and showcase your abilities to perform as an entry-level data engineer.Created by: IBM
Level: Introductory
![](http://d3p7mn7jyeu9ms.cloudfront.net/542b895ea19a2a0a6fbd29363a00b96d%2F600x400xwidth%2F98%2Fhttps%2Fprod-discovery.edx-cdn.org%2Fuloop%2Fr%3D4%2Fjpeg%2Fmedia%2Fcourse%2Fimage%2Fbb3fa828-6ef1-43f1-830d-94d97a1935a8-a3bdc44cf71d.small.jpg)
Related Online Courses
Port cities are dynamic environments. They face ever-changing challenges and demands from port activities under continually evolving economic and environmental circumstances. They also offer a rich... more
Game designers create the ideas and worlds of games—they design the environment, characters, game mechanics, goals and user experience. Successful game designers do this by applying the f... more
Are you a developer who wants to understand how their software can get released internationally, without their source code having to be altered? Or are you a PM responsible for launching a website... more
Software testing gets a bad rap for being difficult, time-consuming, redundant, and above all - boring. But in fact, it is a proven way to ensure that your software will work flawlessly and can... more
ビッグデータやAI,いま,そういった言葉が世の中に満ち溢れています。それは,いろいろなことが計算に載るようになって,ビッグデータの利用や,それを使ったAI技術が本格化してきたからです。こうした潮流の中心となる「計算」の活用法を開発してきたのがコンピュータサイエンスという分野です。このコースでは,そのコンピュータサイエンスのエッセンスを学びます。ごく基礎的・入門的なところからはじめ,最先端のコンピュ... more