Lo que aprenderás
- 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.
Información general del programa
Capacitación de la mano de expertos
14 cursos de capacitación
A tu ritmo
Avanza a tu ritmo
1 año 2 meses
3 - 4 horas por semana
Precio con descuento: 1076,40 US$
Precio original: 1196 US$
Para obtener la experiencia completa del programa
Cursos en este programa
Certificación Profesional en Data Engineering de IBM
- Data Engineering Basics for Everyone
- Python Basics for Data Science
- Python for Data Engineering Project
- Relational Database Basics
- SQL for Data Science
- SQL Concepts for Data Engineers
- Linux Commands & Shell Scripting
- Relational Database Administration (DBA)
- Building ETL and Data Pipelines with Bash, Airflow and Kafka
- Data Warehousing and BI Analytics
- NoSQL Database Basics
- Big Data, Hadoop, and Spark Basics
- Apache Spark for Data Engineering and Machine Learning
- Data Engineering Capstone Project
- Perspectivas de empleo
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Ver biografías de instructores
Expertos de IBM comprometidos con el aprendizaje en línea
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Precio con descuento: 1076,40 US$
Precio original: 1196 US$
14 cursos en 1 año 2 meses
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