About this Professional Certificate
Organizations have more data at their disposal today than ever before. The vast amount of data that organizations are capturing, along with their desire to extract meaningful insights is driving an urgent demand for Data Engineers.
Data Engineers play a fundamental role in harnessing data that enable organizations to apply business intelligence for making informed decisions. Today’s Data Engineers require a broad set of skills to develop and optimize data systems and make data available to the organization for analysis.
This Professional Certificate provides you the job-ready skills you will need to launch your career as an entry level data engineer.
Upon completing this Professional Certificate, you will have extensive knowledge and practical experience with cloud-based relational databases (RDBMS) and NoSQL data repositories, working with Python, Bash and SQL, processing big data with Apache Hadoop and Apache Spark, using ETL (extract, transform and load) tools, creating data pipelines, using Apache Kafka and Airflow, designing, populating, and querying data warehouses and utilizing business intelligence tools.
Within each course, you’ll gain practical experience with hands-on labs and projects for building your portfolio. In the final Capstone project, you’ll apply your knowledge and skills attained throughout this program and demonstrate your ability to perform as a Data Engineer.
This program does not require any prior data engineering or programming experience.
What you'll learn
- Describe the core concepts, processes, tools and technologies in the field of data engineering.
- Demonstrate your aptitude with RDBMS fundamentals including design & creation of databases, schemas, tables; DB administration, security & working with MySQL, PostgreSQL & IBM Db2.
- Demonstrate your proficiency with SQL query language, SELECT, INSERT, UPDATE, DELETE statements, database functions, stored procs, working with multiple tables, JOINs, & transactions.
- Explain NoSQL and big data concepts including practice with MongoDB, Cassandra, IBM Cloudant, Apache Hadoop, Apache Spark, SparkSQL, SparkML, Spark Streaming.
- Describe ETL tools, data pipelines using Python, shell scripts with Linux, Apache Airflow and Apache Kafka.
- Describe Data Lakes, Data Marts and Enterprise Data Warehouses (EDW) and design them using Star and Snowflake schemas.
- Design and populate Data Warehouses and analyze their data with Business Intelligence (BI) tools like Cognos Analytics.
| From | IBM via edX |
|---|---|
| Hours | 168 |
| Instructors | Joseph Santarcangelo, Rav Ahuja, Lin Joyner, Rose Malcolm, Ramesh Sannareddy, Steve Ryan, Karthik Muthuraman, Aije Egwaikhide, Romeo Kienzler, Yan Luo, Jeff Grossman |
| Language | English |
| Subjects | Programming Data Science Business |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Business Intelligence Implementer $68k
Business Intelligence Generalist $68k
Business Intelligence Researcher $84k
Business Intelligence Contractor $86k
Advisor Business Intelligence $94k
Business Intelligence and Investigations $97k
Associate Business Intelligence $104k
Business Intelligence Architect 3 $109k
Business Intelligence Advisor $109k
Developer, Business Intelligence $121k
Business Intelligence Strategist $122k
IT Business Intelligence Developer $149k
Courses in this Professional Certificate
Listed in the order in which they should be taken
| Starts | Course Information | |
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On Demand |
Python Basics for Data Science Please Note: Learners who successfully complete this IBM course can earn a skill badge —a detailed, verifiable and digital credential that profiles the knowledge and skills you’ve... edX | IBM |
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On Demand |
Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
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On Demand |
SQL Concepts for Data Engineers Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
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On Demand |
Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
Save
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On Demand |
Data Engineering Basics for Everyone Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
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On Demand |
Python for Data Engineering Project Please Note: Learners who successfully complete this IBM course can earn a skill badge — a detailed, verifiable and digital credential that profiles the knowledge and skills... edX | IBM |
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On Demand |
This course will provide you with technical hands-on knowledge of NoSQL databases and Database-as-a-Service (DaaS) offerings. With the advent of Big Data and agile development... edX | IBM |
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On Demand |
Big Data, Hadoop, and Spark Basics Organizations need skilled, forward-thinking Big Data practitioners who can apply their business and technical skills to unstructured data such as tweets, posts, pictures, audio... edX | IBM |
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On Demand |
Apache Spark for Data Engineering and Machine Learning Apache® Spark™ is a fast, flexible, and developer-friendly open-source platform for large-scale SQL, batch processing, stream processing, and machine learning. Users can take... edX | IBM |
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On Demand |
Linux Commands & Shell Scripting This mini-course provides a practical introduction to commonly used Linux / UNIX shell commands and teaches you basics of Bash shell scripting to automate a variety of tasks. The... edX | IBM |
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On Demand |
Building ETL and Data Pipelines with Bash, Airflow and Kafka Well-designed and automated data pipelines and ETL processes are the foundation of a successful Business Intelligence platform. Defining your data workflows, pipelines and... edX | IBM |
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On Demand |
Relational Database Administration (DBA) Managing databases is a critical skill for Data Engineers and Database Administrators to ensure data is reliable, protected and easily accessible for organizations to make better... edX | IBM |
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On Demand |
Data Warehousing and BI Analytics Today’s businesses are investing significantly in capabilities to harness the massive amounts of data that fuel Business Intelligence (BI). Working knowledge of Data Warehouses... edX | IBM |
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On Demand |
Data Engineering Capstone Project 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... edX | IBM |
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&
| From | IBM via edX |
|---|---|
| Hours | 168 |
| Instructors | Joseph Santarcangelo, Rav Ahuja, Lin Joyner, Rose Malcolm, Ramesh Sannareddy, Steve Ryan, Karthik Muthuraman, Aije Egwaikhide, Romeo Kienzler, Yan Luo, Jeff Grossman |
| Language | English |
| Subjects | Programming Data Science Business |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Business Intelligence Implementer $68k
Business Intelligence Generalist $68k
Business Intelligence Researcher $84k
Business Intelligence Contractor $86k
Advisor Business Intelligence $94k
Business Intelligence and Investigations $97k
Associate Business Intelligence $104k
Business Intelligence Architect 3 $109k
Business Intelligence Advisor $109k
Developer, Business Intelligence $121k
Business Intelligence Strategist $122k
IT Business Intelligence Developer $149k
Similar Courses
Sorted by relevance
