Big Data & Data Engineering Diploma – Batch MAY-2024

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About Course

Big Data and Data Engineering Diploma

Unlock the power of data with our comprehensive Big Data and Data Engineering Diploma. Designed for aspiring data engineers and professionals looking to advance their careers, this course offers a unique blend of foundational knowledge and advanced tools for building robust data pipelines.

Course Highlights:

  1. From Basics to Advanced Solutions: Start your journey with the essentials of big data and data engineering. Understand the core concepts and progressively move towards designing and implementing complex data solutions.
  2. Hands-On Learning: Gain practical experience through hands-on projects and real-world case studies. Learn to use industry-leading tools and technologies that are essential for building and managing efficient data pipelines.
  3. Comprehensive Curriculum: Our curriculum covers a wide range of topics, including data modeling, ETL processes, data warehousing, real-time data processing, and cloud-based data solutions.
  4. Expert Instructors: Learn from industry experts who bring a wealth of experience and insights into the classroom. Benefit from their guidance and mentorship as you develop your skills.
  5. Career-focused: We aim to place our learners on solid ground, providing the knowledge and skills needed to excel in the data engineering field. Whether you’re just starting out or looking to enhance your existing skills, this diploma will help you achieve your career goals.

Course Objectives:

  • Build a strong foundation in big data concepts and data engineering principles.
  • Design and implement scalable data solutions using advanced tools and techniques.
  • Develop proficiency in data pipeline creation, data integration, and data transformation.
  • Gain expertise in using cloud platforms and big data technologies to manage large-scale data.
  • Prepare for advanced roles in data engineering and enhance your career prospects.

 

 

 

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Course Content

DVDE01: Data Fundamentals

  • Data Fundamentals – Part 1
    03:00:00
  • Assignment#1
  • Setup Docker on your Laptop
    15:00
  • Data Fundamentals – Part 2
    03:00:00
  • Data Fundamentals – Slides
    00:00

DVDE02: Database Systems Design

DVDE03: SQL Development & PL/SQL (Postgres DB)

DVDE04: Data Warehouse – Dimensional Modeling
Discuss the Data Warehouse use cases, and the impact of Data Warehouse on the full data landscape in organizations. Discuss different implementation approaches of Dimensional Modeling and what are the different types of Facts and Dimensions.

DVDE05: Python Basics & Data Analysis

DVDE06: ETL Using SSIS
In this section, we discuss the main components of any ETL solution, and we apply all what we had learned in SQL course and in DWH course using the SSIS

DVDE07: Big Data – Apache Hadoop

DVDE08: Big Data – Apache Hive

DVDE09: Big Data – Apache Spark & Databricks

Study Topics

DVDE10: Streaming Fundamentals & Spark Streaming

DVDE11: Apache Kafka

DVDE12: Docker and Containers

DVDE13: Apache Airflow

DVDE14: DBT

DVDE15: AWS Glue

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