Data Engineering On Google Cloud Platform in Darwin

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Data Engineering with Google Cloud Platform

Darwin

Gain a comprehensive knowledge of how to create Hadoop clusters with Google Cloud Dataproc
Learn how to add machine learning capabilities to Big Data analysis
Develop your knowledge and skillset to build a real-time dashboard to visualise processed

Dates & Prices Dates & Prices

Course information

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

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.

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 the field of Data Engineering, Data 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 3-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.

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.

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

Why choose us

Our Darwin venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Darwin is situated in the northern territory of Australia. The population in Darwin has peaked at around 140,000. Darwin has become a gateway to countries such as Indonesia due to its close proximity to South East Asia. Darwin has a tropical climate with a wet and a dry season however it is known for having a consistently warm to hot climate all year round. Darwin’s schools cater for both local and overseas students with nearly 17,000 students enrolled in primary and secondary schools. There are a number of different government and independent schools with around 8,300 students enrolled between them. Darwin has over 30 primary schools and around 12 secondary schools as well as a small number of Catholic and Christian schools. The most popular university is the Charles Darwin University that has both academic and vocational courses on offer. Almost 6,000 students are enrolled in tertiary and further education courses in Darwin.

Address

Adina Apartment Hotel, Darwin Waterfront,

7 Kitchener Drive,

Darwin NT 0800,

Australia.

T: +61 272026926

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Data Engineering On Google Cloud Platform in Darwin. 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.

Learn more in our FAQs

Unlock your potential with The Knowledge Academy's Data Engineering On Google Cloud Platform in Darwin, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Learn more in our FAQs

Experience the most sought-after learning style with The Knowledge Academy's Data Engineering On Google Cloud Platform in Darwin. 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 On Google Cloud Platform in Darwin sessions.

Highly experienced trainers

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

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

Small class sizes

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

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

Learn more in our FAQs

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

Tailored learning experience

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

Maximise your training budget

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

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

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

Learn more in our FAQs

What our customers are saying

Data Engineering On Google Cloud Platform in Darwin FAQs

What time shall I arrive at the venue?

Please arrive at the venue at 8:45am.

What are the pre-requisites?

There are no formal prerequisites for this course. It would be great if delegates have basic knowledge of managing data and its operations.

Who should attend this course?

This course is designed for IT Professionals and Google Cloud platform learner. This course is also beneficial for who wants to be a certified engineer for this technology.

Do you offer support for the course?

We are able to provide support via phone & email prior to attending, during and after the course.

What is included in the course?

Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments

What is the duration of this course?

This course is 3 days.

How long until I receive the course confirmation details?

Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts

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

The training fees for Data Engineering with Google Cloud Platformin Darwin starts from AUD5695

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

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 Darwin?

Please see our Google Cloud Certification courses available in Darwin

Why choose us

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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