Data Engineering with Google Cloud Platform Overview

Course syllabus

Who it’s for

What’s included

FAQs

Data Engineering with Google Cloud Platform Training Course Outline

Module 1: Google Cloud Dataproc Overview

  • Dataproc Overview
  • Creating and Managing Clusters
  • Custom Machine Types and Preemptible Worker Nodes
  • Scaling and Deleting Clusters
  • Creating Hadoop Clusters with Google Cloud Dataproc

Module 2: Running Dataproc Jobs

  • Running Pig and Hive Jobs
  • Separation of Storage and Compute
  • Running Hadoop and Spark Jobs with Dataproc
  • Submit and Monitor Jobs

Module 3: Integrating Dataproc with Google Cloud Platform

  • Customise Cluster with Initialisation Activities
  • BigQuery Support
  • GCP Services

Module 4: Unstructured Data with Google’s Machine Learning APIs

  • Machine Learning APIs
  • Use Cases of ML
  • Adding Machine Learning Capabilities to Big Data

Module 5: Serverless Data Analysis with BigQuery

  • BigQuery Overview
  • Functions and Queries
  • Writing Queries in BigQuery

Module 6: Serverless, Autoscaling Data Pipelines with Dataflow

  • Beam Programming Model Overview
  • Data Pipelines
  • Writing a Dataflow Pipeline
  • Scalable Big Data Processing Using Beam
  • MapReduce in Dataflow
  • Phases in MapReduce in Dataflow
  • Steps of Dataflow
  • Incorporating Additional Data
  • Side Inputs in Apache Beam
  • Querying Multiple Tables

Module 7: Getting Started with Machine Learning

  • What is Machine Learning (ML)?
  • Types of Machine Learning
  • Explore and Create ML Datasets

Module 8: Building ML Models with TensorFlow

  • Understand TensorFlow
  • TensorFlow Graphs and Loops
  • Use Low-Level TensorFlow
  • Monitoring ML Training
  • Charts and Graphs of TensorFlow

Module 9: Scaling ML Models with CloudML

  • Cloud ML Overview
  • TensorFlow Model
  • Running of ML Model

Module 10: Architecture of Streaming Analytics Pipelines

  • Understand Stream Data Processing
  • Handling Variable Data Volumes
  • Designing a Streaming Pipeline

Module 11: Ingesting Variable Volumes

  • Cloud Pub/Sub Overview
  • Working of Cloud Pub/Sub

Module 12: Implementing Streaming Pipelines

  • Stream Processing Overview
  • Watermark
  • Triggers

Module 13: Streaming Analytics and Dashboards

  • Streaming Analytics Overview
  • Querying Streaming Data with BigQuery
  • Google Data Studio Overview

Module 14: High Throughput and Low-Latency with Bigtable

  • Cloud Spanner Overview
  • Designing Bigtable Schema
  • Ingesting into Bigtable
  • Streaming into Bigtable
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Who should attend this Data Engineering with Google Cloud Platform Course?

The Data Engineering with Google Cloud Platform Training is valuable training for those who want to get better at data management and processing while using Google Cloud Platform Services (GCP). The Data Engineering with Google Cloud Platform Course can benefit professionals such as:

  • Cloud Engineers
  • Data Engineers
  • BI Developers
  • ETL Developers
  • Data Managers
  • Data Architects
  • Big Data Engineers

Prerequisites of the Data Engineering with Google Cloud Platform Course

There are no formal prerequisites for this Data Engineering with Google Cloud Platform Training. However, prior experience with SQL, data modeling, ETL processes, Python, and familiarity with machine learning or statistics, along with completion of the Google Cloud Fundamentals course, would be beneficial.

Data Engineering with Google Cloud Platform Course Overview

Data Engineering with Google Cloud Platform is a course of utmost relevance in the realm of technology and data-driven decision-making. Google, known for its innovative approach to global technologies, offers a comprehensive platform for Data Engineering, enabling professionals to collect, transform, and publish data, thereby fostering a data-driven approach to decision-making.

Professionals in data engineering and processing, and those aspiring to leverage Google Cloud services, should aim to master this subject. It equips them with the knowledge and skills to design, build, secure, and monitor data processing systems, emphasising security, compliance, scalability, efficiency, reliability, and portability. This knowledge is crucial for harnessing the potential of Google's Machine Learning models.

Our 2-Day training course, provided by the Knowledge Academy, offers delegates a deep understanding of Google Cloud Platform services for Data Management. They will learn to design and build data processing systems, create autoscaling data pipelines for batch and streaming data, and integrate Dataproc with the Google Cloud Platform. The course also covers the technical aspects of handling unstructured data using Google's Machine Learning APIs and delves into serverless data concepts.

Data Engineering with Google Cloud Platform Course Objectives

  • To understand the core concepts of Data Engineering with Google Cloud Platform
  • To learn to design and build data processing systems on the Google Cloud Platform
  • To gain proficiency in creating autoscaling data pipelines for both batch and streaming data using Cloud Dataflow
  • To explore the integration of Dataproc with the Google Cloud Platform for efficient data processing
  • To acquire the technical knowledge needed to work with unstructured data using Google's Machine Learning APIs
  • To develop the skills to design comprehensive data processing systems, construct end-to-end data pipelines, and analyse data and Machine Learning models

Upon course completion, delegates will be well-equipped to design and implement data processing solutions on the Google Cloud Platform, enhancing their career prospects in Data Engineering and Cloud Technology. Additionally, they will have the skills and knowledge to work with unstructured data and leverage Machine Learning models, making them valuable assets for organisations seeking data-driven insights.

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What’s included in this Data Engineering with Google Cloud Platform Course?

  • World-Class Training Sessions from Experienced Instructors
  • Data Engineering with Google Cloud Platform Certificate
  • Digital Delegate Pack

You’ll also get access to the MyTKA Training Portal, which will be your go to hub for all your training.
Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.
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Ways to take Data Engineering with Google Cloud Platform

Online Instructor-Led Learning

Online Self-Paced Learning

Onsite Learning

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Data Engineering with Google Cloud Platform Course. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

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Live classes

Join a scheduled class with a live instructor and other delegates.

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Interactive

Engage in activities, and communicate with your trainer and peers.

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Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

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Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

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Global Reach

With classes running in all timezones, access any of our courses and course material from anywhere, anytime.

Master Data Engineering with Google Cloud Platform with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

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Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

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Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Data Engineering with Google Cloud Platform industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

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Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

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Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Experience the most sought-after learning style with The Knowledge Academy's Data Engineering with Google Cloud Platform Course. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Data Engineering with Google Cloud Platform sessions.

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Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

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State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

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Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

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Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite Data Engineering with Google Cloud Platform Course at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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Team building opportunity

Our Data Engineering with Google Cloud Platform Course offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Package deals for Data Engineering with Google Cloud Platform

Our training experts have compiled a range of course packages on a variety of categories in Data Engineering with Google Cloud Platform, to boost your career. The packages consist of the best possible qualifications with Data Engineering with Google Cloud Platform, and allows you to purchase multiple courses at a discounted rate.

Data Engineering with Google Cloud Platform FAQs

What is Data Engineering with Google Cloud Platform?

Data Engineering with Google Cloud Platform is the practice of designing, building, and managing scalable data processing systems using Google Cloud tools like BigQuery, Dataflow, Pub/Sub, and Cloud Storage for analytics and machine learning workflows.

What is the role of Data Engineer in Google Cloud Platform?

In Google Cloud Platform (GCP), a data engineer's role involves designing, building, and managing robust data systems, ensuring data is accessible, secure, and efficiently processed for analysis and insights.

What is the duration of the Data Engineering with Google Cloud Platform Training?

This course takes over 2-days to complete during which delegates participate in intensive learning sessions that cover various course topics.

Are there any prerequisites to attending the Data Engineering with Google Cloud Platform Course?

There are no formal prerequisites for this training course.

What is the significance of holding this Data Engineering with Google Cloud Platform Certification?

Holding this certification demonstrates proficiency in Google Cloud Platform's data engineering tools, validating your expertise to design, build, and manage scalable data systems, enhancing career opportunities and credibility.

How can I access this course content?

You can access the course content through the 'MyTKA Training Portal', your central hub for all training resources. You will retain access to the course materials even after completing your training, allowing for continuous reference and learning.

What are the benefits of this Data Engineering with Google Cloud Platform Certification Course?

This course provides hands-on experience with GCP tools, enhances skills in managing data pipelines and analytics, and boosts career prospects in cloud data engineering roles.

Which individuals or roles require this training course?

This certification training is ideal for Data Engineers, Cloud Architects, Data Analysts, Business Intelligence professionals, and anyone involved in building or managing data systems on Google Cloud Platform.

Do you offer 24/7 support for this Data Engineering with Google Cloud Platform Course?

Yes, The Knowledge Academy offers 24/7 support via phone & email before attending, during, and after the course. Our customer support team is available to assist and promptly resolve any issues you may encounter.

Will I receive the Data Engineering with GCP Certification upon completing this course?

Yes, after completing this course you will receive a certificate of completion to validate your achievement and demonstrate your proficiency in the course material.

Do you provide corporate training for the Data Engineering with GCP Course?

Yes, we provide corporate training for this course, tailored to fit your organisation’s requirements.

What career opportunities are available after completing this course?

After completing a Data Engineering with Google Cloud Platform (GCP) Course, you can pursue various career opportunities related to cloud data management, analysis, and infrastructure. These include becoming a Cloud Data Engineer, Data Analyst and Database Engineer.

Is Google Cloud Data Engineer Certification worth it?

Yes, the Google Cloud Data Engineer Certification is highly valuable, validating your skills in data processing and cloud technologies, making you a competitive candidate in the rapidly growing field of data engineering.

How can this course enhance my career prospects?

This course can significantly enhance your career prospects by equipping you with in-demand skills in cloud data engineering, enabling you to pursue advanced roles and increase your marketability in a data-driven job market.

How does this course stay current with industry trends?

The course stays current with industry trends by incorporating the latest Google Cloud tools, best practices, and real-world scenarios, ensuring that delegates are trained in modern, relevant, and evolving technologies.

Will this training help me understand strategies for scaling a business?

Yes, this training provides deep insights into data infrastructure and pipeline optimisation, which are essential for building scalable systems, thus supporting effective strategies for business growth and expansion.

How will this data engineering with Google Cloud Platform training course enhance my ability to innovate within my organisation?

This training empowers you to drive innovation by teaching advanced data handling and analysis techniques, enabling you to design efficient, scalable data solutions that contribute to smarter decision-making within your organisation.

Why choose The Knowledge Academy in Malta over others?

The Knowledge Academy in Malta stands out as a prestigious training provider known for its extensive course offerings, expert instructors, adaptable learning formats, and industry recognition. It's a dependable option for those seeking this course.

What is the cost/training fees for Data Engineering with Google Cloud Platform in Malta?

The training fees for Data Engineering with Google Cloud Platformin Malta starts from €3495

Which is the best training institute/provider of Data Engineering with Google Cloud Platform in Malta?

The Knowledge Academy is the Leading global training provider for Data Engineering with Google Cloud Platform.

What are the best Google Cloud Certification courses in Malta?

Please see our Google Cloud Certification courses available in Malta

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