Course information

Big Data and Machine Learning with Google Cloud Platform Course Outline

Module 1: Introduction to Google Cloud Platform

  • Google Platform Fundamentals Overview
  • Google Cloud Platform Big Data Products

Module 2: Compute and Storage Fundamentals

  • CPUs on Demand (Compute Engine)
  • Global Filesystem (Cloud Storage)
  • CloudShell
  • Lab: Set Up an Ingest Transform Publish Data Processing Pipeline

Module 3: Data Governance and Security

  • Importance of Data Governance
  • Data Security Best Practices
  • Compliance and Regulatory Considerations
  • Data Encryption and Access Controls
  • Monitoring and Auditing Data Access
  • Lab: Implementing Data Governance and Security

Module 4: Data Analytics on the Cloud

  • Stepping-Stones to the Cloud
  • Cloud SQL: Your SQL Database on the Cloud
  • Lab: Importing Data into CloudSQL and Running Queries
  • Spark on Dataproc
  • Lab: Machine Learning Recommendations with Spark on Dataproc

Module 5: Scaling Data Analysis

  • Fast Random Access
  • Datalab
  • BigQuery
  • Lab: Build a Machine Learning Dataset

Module 6: Machine Learning

  • Machine Learning with TensorFlow
  • Lab: Carry out ML with TensorFlow
  • Pre-built Models for Common Needs
  • Lab: Employ ML APIs

Module 7: Data Processing Architectures

  • Message-Oriented Architectures with Pub/Sub
  • Creating Pipelines with Dataflow
  • Reference Architecture for Real-Time and Batch Data Processing

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Who should attend this Big Data and Machine Learning with Google Cloud Platform Course?

The Big Data and Machine Learning with Google Cloud Platform Course is designed for those who want to get better at implementing Machine Learning and Big Data concepts through the Google Cloud Platform. The Big Data and Machine Learning with Google Cloud Platform Course can benefit the following professionals:

  • Data Engineers
  • Data Scientists
  • Data Analysts
  • Business Analysts
  • Solution Architects
  • System Engineers
  • Database Administrators

Prerequisites of the Big Data and Machine Learning with Google Cloud Platform Course

There are no formal prerequisites for this Big Data and Machine Learning with Google Cloud Platform Course.

Big Data and Machine Learning with Google Cloud Platform Course Overview

Big Data and Machine Learning with Google Cloud Platform is a comprehensive course that introduces delegates to the powerful capabilities of Google Cloud Platform in handling Big Data and Machine Learning. In today's data-driven world, this subject is of utmost relevance, offering professionals the tools and knowledge they need to leverage Google Cloud's extensive resources effectively.

Professionals across various industries, particularly those in Data Analysis, Machine Learning, and Cloud Computing, should aim at mastering this course. It equips delegates with the tools and knowledge to navigate Google Cloud's comprehensive suite of Big Data and Machine Learning services, enabling the processing, analysis, and interpretation of complex datasets with efficiency and precision.

This 1-day Big Data and Machine Learning with Google Cloud Platform Course delivered by the Knowledge Academy equips delegates with the practical skills and insights required to excel in the world of Big Data and Machine Learning with Google Cloud Platform. Delegates will gain hands-on experience in data processing, Machine Learning, and the creation of data processing architectures.

Course Objectives:

  • To provide an understanding of Google Cloud Platform's Big Data and Machine Learning capabilities
  • To familiarise delegates with Google Cloud's data processing products and how to compute and store data effectively
  • To teach delegates how to set up data processing pipelines for ingesting, transforming, and publishing data
  • To enable delegates to import data into cloud SQL, run queries, and make machine learning recommendations using Spark on Dataproc
  • To instruct delegates on fast random access, Datalab, and BigQuery for efficient data handling
  • To empower delegates to create machine learning datasets and implement machine learning models using TensorFlow

After completing this course, delegates will gain a competitive edge in their careers, equipped with practical skills in Big Data and Machine Learning with Google Cloud Platform, making them valuable assets to their organisations. Additionally, they will be well-prepared to pursue Google Cloud Certifications, further advancing their professional development and increasing their job prospects in the data and Machine Learning field.

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What’s included in this Big Data and Machine Learning with Google Cloud Platform Course?

  • World-Class Training Sessions from Experienced Instructors
  • Big Data and Machine Learning with Google Cloud Platform Certificate
  • Digital Delegate Pack

Why choose us

Our Nottingham 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.

Nottingham is a city in Nottinghamshire, England and is around 30 miles south of Sheffield. Nottingham is most famous for its affiliation with Robin Hood and for its industries of bike and lace making and tobacco. Its population is around 310,000 people making it the second largest city in the Midlands. Schools in Nottingham are governed by the unitary authority of Nottingham and the Nottingham City Council. There are a large number of primary and secondary schools in Nottingham, including Alderman White School, The Holgate Academy, Rushcliffe School, Tuxford Academy, Serlby Park Academy and The Oakwood Academy.

There are several colleges, most of which were formed by the merging of lots of different smaller colleges. For example, Central College was formed when South Nottingham College and Castle College merged and New College was created when four small colleges joined together. There are several smaller academies and sixth-form colleges for educational purposes also. Independent schools also thrive in Nottingham; Nottingham High School was founded in 1513 and is the city’s oldest educational institute. There are two universities in Nottingham, the Nottingham Trent University and the University of Nottingham. These universities have a combined student population of around 61,000. Nottingham Trent University was founded in 1843 but only became a university in 1992 when the Nottingham Government School of Design was established. It is split over three different campuses across Nottingham.

The University of Nottingham is a public research university was founded in 1881 and has a variety of campuses in and around Nottingham, as well as some in China and Malaysia. It is most famous for its teaching in economics, law and pharmaceuticals as well as its teaching hospital, the Queen’s Medical Centre which is located outside Nottingham but still in the same county. Notable alumni include David Ross, co-founder of Carphone Warehouse, actress Ruth Wilson, actor Theo James and Nobel Prize winner Sir Clive Granger.

Popular searched areas in and around Nottingham include:-

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Address

Nottingham

T: 01344203999

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Big Data And Machine Learning With Google Cloud Platform in Nottingham. 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.

Unlock your potential with The Knowledge Academy's Big Data And Machine Learning With Google Cloud Platform in Nottingham, 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.

Experience the most sought-after learning style with The Knowledge Academy's Big Data And Machine Learning With Google Cloud Platform in Nottingham. 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 Big Data And Machine Learning With Google Cloud Platform in Nottingham 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 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 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

What our customers are saying

Big Data And Machine Learning With Google Cloud Platform in Nottingham FAQs

Please arrive at the venue at 8:45am.
There are no prerequisites for this course.
This course is for IT Professionals who want to learn about Google Cloud Technologies.
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 1 day.
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
The training fees for Big Data and Machine Learning with Google Cloud Platform certification in Nottingham starts from £1995
The Knowledge Academy is the Leading global training provider for Big Data and Machine Learning with Google Cloud Platform.
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Why choose us

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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.

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Many delivery methods

Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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"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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