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Data Engineering Training
Live Online & Classroom Enterprise Training
Focuses on designing and maintaining scalable data pipelines. Includes ETL processes, data warehousing, and workflow automation using modern tools.
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What is Data Engineering Training about?
What are the objectives of Data Engineering Training ?
Who is Data Engineering Training for?
What are the prerequisites for Data Engineering Training?
Available Training Modes
Live Online Training
5 DaysCourse Outline Expand All
Expand All
- What Is a Data Engineer?
- Data Engineering Lifecycle
- Similar Careers to Data Engineering
- Data Engineering Service Models
- Data Engineer Leveling Guide
- Technical Skills of a Data Engineer
- What Is Data Architecture?
- A Sample Data Architecture
- Data Lakes, Swamps, Warehouses, and Marts
- Modern Data Stack
- Connecting to Data
- The Non-optionality of Security and Privacy
- PII
- Principle of Least Privilege
- Introduction
- Course GitHub Repository
- Setting Up the Environment
- An Overview of Relational Databases
- DDL, DML, DQL, DCL
- ENUM
- ARRAYs
- RANGE
- Nested Data
- OVER
- CROSS JOIN
- LATERAL JOIN
- CROSS JOIN LATERAL
- COALESCE
- CASE
- CONCAT
- Recursive CTE
- Data Normatlization
- Stored Procedures and UDFs
- Temp Table
- Materialized View
- Transactions
- SQL Structures
- Intro SQL statements
- CREATE
- ALTER
- INSERT
- UPDATE
- DELETE
- MERGE
- DROP
- DateTime Intro
- Different DateTime Types
- Timezones
- Questions
- Introduction to Data Pipelines
- Data Pipeline Architecture
- ETL vs. ELT
- Designing a Data Pipeline
- Introduction to Apache Airflow
- Installation of Apache Airflow
- Airflow UI
- DAGs and Tasks
- Airflow Architecture
- Airflow Operators
- Airflow Hooks
- Introduction to the BashOperator
- Introduction to the PythonOperator
- Building an End-to-end Pipeline
- Advanced Data Pipeline Concepts
- Pipeline Failure
- Ensuring Data Pipeline Reliability
- Backfilling Pipelines
- Change Data Capture
- Data Pipelines and Data Orchestration
- Apache Airflow
- Relational Database Overview
- Organizing Relational Databases
- Relational Database Types
- Interacting with Relational Databases: SQL
- ACID Properties
- Document Databases
- Key-Value Database
- Object Storage
- Columnar Database
- Graph Database
- No-SQL Database Questions
- Horizontal Scaling vs Vertical Scaling
- Python
- APIs
- Shell Scripting
- Cron
- Version Control - Git - Mercurial
- Testing
- Docker and Containerization
- Infrastructure Management
- What is Big Data?
- Hadoop
- Spark
- Kafka
- Logical Physical Data Model
- Entity Relationship Diagrams
- Normalization
- Kimball and Inmon Data Warehousing
Who is the instructor for this training?
The trainer for this Data Engineering Training has extensive experience in this domain, including years of experience training & mentoring professionals.
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My outlook on training changed completely after attending SpringPeople BPC training. The content, the trainer and infrastructure at SpringPeople were top notch and perfectly in tune with the industry requirements. Regardless to say, training is now something that I look forward to to. Kudos to everyone at SpringPeople!
Shweta Priya
Sony
I attended the 3-day AngularJs training at SpringPeople. The trainer was an industry veteran with vast experience in the subject. Notably, the hands-on training, and the Q&A session stood out. Overall, I found SpringPeople a great place to learn with excellent facilities and great trainers. Would recommend SpringPeople to my colleagues and friends.
Swati Singh
GE
I attended the training on API Design for Mulesoft. The sessions were well planned and value-laden. I benefited immensely from the hands-on experience enabled through virtual labs. I would like to specifically commend the efficiency of the support team who were always available to resolve my concerns.
Nikhil Kohli
Stryker
I attended the jQuery training batch, conducted by Mr. Vijay, an SME who did a thorough coverage of all the essentials. He took us through concepts such as jQuery animations, event handlers, plugins, and jQuery-UI by small programs, very easily. The sessions were useful and well structured. By the end of the training, I was well equipped to develop a SPA on Product Management System. Overall, the learning experience at SpringPeople was great!
Heena Rajan
Mindtree
