Big Data And Machine Learning With Google Cloud Platform in Port Elizabeth

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Big Data and Machine Learning with Google Cloud Platform

Port Elizabeth

Gain practical experience with Google Cloud's Machine Learning services
Understand how to implement data pipelines and Machine Learning models
Elevate your skills with Google Cloud Big Data and Machine Learning Fundamentals Training

Dates & Prices Dates & Prices

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

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 Training 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.

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 Port Elizabeth 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.

Port Elizabeth located within the Eastern Cape Province in South Africa. The city strengthened its border by introducing settlers in 1820. The city now has around 310,000 inhabitants and is one of the largest cities within the country. Port Elizabeth is also known as the friendly city and the windy city. Algoa Bay stretches down the city for 16km and imports goods into South Africa. Within the city there is around 32,000 people that are black, 120,000 that are white, 71,000 coloured and 9,000 that are Asian. Afrikaans’s is the most popular first language of the city with English second.Port Elizabeth’s largest and main university is, Nelson Mandela Metropolitan University. It has around 27,000 enrolled students with around 3,000 international students from USA, China, Germany, Sweden and France. The university has six campuses where students can gain diplomas and degrees. Courses that can be studied include, Art, Business, Economic Sciences, Education, Engineering and Health Sciences.

Address

Greenacres
Port Elizabeth
First Bowring House
Fairview Office Park
Ring Road
Greenacres
Port Elizabeth
6045

T: +27 800 780004

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 Port Elizabeth. 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 Big Data And Machine Learning With Google Cloud Platform in Port Elizabeth, 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 Big Data And Machine Learning With Google Cloud Platform in Port Elizabeth. 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 Port Elizabeth 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

Big Data And Machine Learning With Google Cloud Platform in Port Elizabeth FAQs

What is Google Cloud Big Data and Machine Learning Fundamentals?

This training course by Google Cloud Platform covers essential concepts and tools for managing and analysing large datasets, as well as implementing Machine Learning models on Google Cloud infrastructure.

What is the difference between this course and other Google Cloud Courses?

This course distinguishes itself through its comprehensive coverage of Google Cloud services, focusing on practical applications and real-world scenarios. It offers hands-on labs, expert instruction, and up-to-date content, ensuring proficiency in cloud computing with Google's tools and platforms.

What is Google Cloud Big Data and Machine Learning Fundamentals Course?

This course covers essential concepts, tools, and techniques for utilising Google Cloud Platform's Big Data and Machine Learning services. It equips learners with foundational skills for data analysis and modelling on Google Cloud.

Is this course in demand?

Yes, this course is high in demand as companies increasingly rely on data-driven insights and Machine Learning models for decision-making, innovation, and competitive advantage in various industries.

Which industries need Google Cloud Platform Big Data and Machine Learning Fundamentals?

Industries such as healthcare, finance, retail, manufacturing, and telecommunications require Google Cloud Platform Big Data and Machine Learning Fundamentals for advanced analytics, personalised customer experiences, fraud detection, operational efficiency, and predictive maintenance, enhancing decision-making and innovation.

How do I prepare for Google Cloud Platform Big Data and Machine Learning Fundamentals training?

To prepare for this training, familiarise yourself with basic concepts in data processing, Machine Learning, and cloud computing. Practice using Google Cloud Platform services and review relevant documentation and tutorials.

What are the benefits of taking this course?

Taking this course offers insights into data processing, analysis, and Machine Learning on Google Cloud Platform, empowering users to leverage scalable solutions for efficient data management and advanced analytics, fostering innovation and competitive advantage.

What career opportunities are available after completing this training?

After completing this training, career opportunities include roles such as Data Engineer, Machine Learning Engineer, Cloud Architect, Data Scientist, and Solutions Architect in various industries focusing on data analytics and AI.

Who should attend this course?

This course is ideal for IT professionals, Data Scientists, Analysts, and Engineers seeking to enhance their skills in cloud-based Big Data and Machine Learning, as well as those looking to implement and manage these technologies in their organisations.

Are there any prerequisites for taking this training?

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

What skills are necessary for pursuing a Google Cloud Big Data and Machine Learning Fundamentals Course?

Necessary skills for pursuing this course include basic knowledge of programming, familiarity with data analysis, understanding of cloud computing principles, and a grasp of Machine Learning concepts and algorithms.

How does this course benefit my career?

This course enhances your career by providing essential skills in Google Cloud Big Data and Machine Learning, making you proficient in data analysis, Machine Learning model deployment, and cloud computing, thereby increasing your job prospects and earning potential.

How do I register for this course?

To register for this course, visit The Knowledge Academy's website, navigate to the course page, select your preferred date, and complete the registration form. Contact customer support for assistance.

What will I learn in this Google Cloud Big Data and Machine Learning Fundamentals Certification?

In this course, you'll learn to use Google Cloud for data processing, exploration, and visualisation, build data pipelines, perform Machine Learning tasks, and deploy scalable and efficient data solutions.

What is included in this Google Cloud Big Data and Machine Learning Fundamentals Training?

In this training course, delegates will have intensive training with our experienced instructors, a digital delegate pack consisting of important notes related to this course, and a certificate after course completion.

What topics are covered in this Google Cloud Big Data and Machine Learning Fundamentals Course?

The course covers topics including Google Cloud Platform, data engineering, BigQuery, dataflow processing, AI platform, data analytics, Machine Learning models, data pipelines, data visualisation, and real-time data processing.

Do I need to install any software before starting the course?

No, you don't need to install any software before starting this course. The course provides access to Google Cloud Platform resources, and all exercises are performed using the cloud environment.

What kinds of data processing tools will I learn about?

In this training, you'll learn about tools such as Google BigQuery for data analysis, Dataflow for stream and batch processing, and Dataproc for managing Hadoop and Spark clusters.

Does the course cover Machine Learning model deployment?

Yes, the course covers Machine Learning model deployment. It includes modules on building, training, and deploying ML models using Vertex AI, with specific content on the deployment and monitoring of models.

What is the duration of this Google Cloud Big Data and Machine Learning Fundamentals Certification?

This course is a 1-day training course during which delegates participate in intensive learning sessions that cover various course topics.

What learning resources are provided?

The course provides resources including hands-on labs, real-world case studies, interactive lectures, detailed course materials, and access to Google Cloud Platform tools, ensuring practical and theoretical knowledge in big data and machine learning.

What support is available during this course?

This course provides comprehensive support including access to expert instructors, hands-on labs, discussion forums, and a dedicated helpdesk to assist with technical issues and course-related queries, ensuring an enriching learning experience.

Are there any projects in this Google Cloud Big Data and Machine Learning Fundamentals Training?

Yes, the training includes hands-on projects such as building data pipelines, analysing datasets with BigQuery, and developing Machine Learning models using TensorFlow on Google Cloud Platform.

Why choose The Knowledge Academy over others?

The Knowledge Academy in Port Elizabeth 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 Big Data and Machine Learning with Google Cloud Platform certification in Port Elizabeth?

The training fees for Big Data and Machine Learning with Google Cloud Platform certification in Port Elizabeth starts from R30995

Which is the best training institute/provider of Big Data and Machine Learning with Google Cloud Platform in Port Elizabeth?

The Knowledge Academy is the Leading global training provider for Big Data and Machine Learning with Google Cloud Platform.

What are the best Google Cloud Certification courses in Port Elizabeth?

Please see our Google Cloud Certification courses available in Port Elizabeth

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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