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The Data Engineering Boot Camp is a workshop style program that combines essential skills and practical experience geared to advance your expertise in data management and analysis. This course is carefully structured to equip you with the ability to orchestrate efficient data workflows, optimize data warehousing, and execute advanced analytics solutions. Ideal for individuals looking to elevate their organization's data strategies or manage complex data-centric projects, the program focuses on imparting practical skills such as sophisticated data processing, insightful analytics, and strategic data handling, empowering you to immediately apply these skills to benefit your day-to-day work or your organization's objectives.
The hands-on experience is an immersive journey into real-world applications. With a 50% lab to lecture ratio, you're actively engaging with complex, real-life data scenarios under the mentorship of an industry veteran. These labs are designed to mirror the challenges encountered in professional environments, offering a deeply practical and immersive learning experience. You'll not only learn the theoretical aspects but also apply them in scenarios such as building data lakes, managing streaming data, and integrating various data technologies. This approach ensures that you're not just learning, but also acquiring the confidence and problem-solving skills necessary for immediate application in your professional life.
Completing this program equips you with a comprehensive toolkit for effective data engineering. You'll emerge with the knowledge to manage and analyze large data sets, integrate and apply sophisticated data processing technologies, and provide strategic insights in diverse professional contexts. This course goes beyond imparting knowledge; it instills the confidence and practical know-how to promptly implement these skills in your role, significantly enhancing your organization's data handling and analytical capabilities.
Flexible Scheduling, Additional Hands-on: Depending on the needs of your team and availability, this camp can run in sequential full days, half day format in back to back days, or spread out over time with homework and project work schedule in between sessions.
Working in a hands-on learning environment you'll learn to:
If your team requires different topics, additional skills or a custom approach, our team will collaborate with you to adjust the course to focus on your specific learning objectives and goals.
The Data Engineering Boot Camp is an intermediate level program ideal for IT professionals, data analysts, and aspiring data engineers who are looking to deepen their understanding and skills in data management and analytics. This program is particularly beneficial for those in roles that involve handling large datasets, optimizing data processes, and driving data-driven decision-making within their organizations.
This is an intermediate-level program, designed to prepare attendees for a deeper dive into next-level, heavy hands-on machine learning courses and workshops. Attendees should have practical, hands-on experience working with Python for Data Science.
Next Steps / Follow-on Courses: We offer a wide variety of follow-on courses and learning paths for Generative AI, AI for Business, GPT, Applied AI, Azure OpenAI, Google BARD, AI for developers, testers, data analytics, machine learning, deep learning, programming, intelligent automation and many other related topics. Please see our catalog for the current AI & Machine Learning Courses, Learning Journeys & Skills Roadmaps, list courses and programs.
Please note that this list of topics is based on our standard course offering, evolved from typical industry uses and trends. We'll work with you to tune this course and level of coverage to target the skills you need most. Topics, agenda and labs are subject to change, and may adjust during live delivery based on audience skill level, interests and participation.
Module 1: Foundations of Data Engineering
Gain a foundational understanding of key data engineering concepts and tools. By the end of this module, you will be adept at building and managing cloud infrastructure using Terraform, and setting up efficient data engineering environments, enabling you to confidently handle real-world data engineering tasks.
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Module 2: Orchestrating Data Workflows
Learn the principles and practical applications of orchestrating data workflows. This module will equip you with the skills to design and manage data lakes, and implement advanced workflow orchestration, enhancing your ability to streamline and optimize data processes.
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Module 3: Mastering Data Warehousing
Master the intricacies of data warehousing, with an emphasis on BigQuery. You'll gain the ability to effectively operate, optimize, and integrate data warehousing solutions, particularly with BigQuery and Apache Airflow, boosting your data warehousing proficiency.
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Module 4: The Art of Analytics Engineering
Explore analytics engineering, focusing on the utilization of dbt and its integration with key data systems. You'll learn to craft and deploy dbt models and ensure their quality, empowering you to build robust analytics solutions and drive insights.
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Module 5: Batch Data Processing Techniques
Understand the fundamentals and advanced techniques of batch data processing through Apache Spark. This module will enable you to proficiently analyze and process large data sets using Spark DataFrames and Spark SQL, significantly enhancing your data processing capabilities.
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Module 6: Streaming Data Fundamentals
Dive into the world of streaming data, focusing on Apache Kafka and related technologies. You'll develop the skill to set up and manage real-time data streaming processes, making you adept in handling modern, high-velocity data challenges.
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Module 7: Capstone Project
Tailor your learning experience with Trivera Tech. Whether you need a custom course offering or want to schedule a specific date and time for corporate training, we are here to help. Our team works with you to design a solution that fits your organization's unique needs; whether that is enrolling a small team or your entire department. Simply let us know how many participants you'd like to enroll and the skills you want to develop, and we will provide a detailed quote tailored to your request.
Contact Trivera Today to discuss how we can deliver personalized training that equips your team with the critical skills needed to succeed!
