Big Data And Machine Learning With Google Cloud Platform in Columbus

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Big Data and Machine Learning with Google Cloud Platform

Columbus

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 in Columbus 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

Google Cloud Training in Columbus in Big Data and Machine Learning addresses the intersection of data analytics and AI pivotal. As organizations harness data's exponential growth, this course delves into leveraging Google Cloud's robust infrastructure, facilitating comprehensive insights and predictions. This training's relevance lies in empowering professionals to efficiently navigate and harness the potential within vast datasets.

Proficiency in Google Cloud Certifications in Columbus is paramount for data scientists, analysts, developers, and IT professionals aiming to master cutting-edge data management and machine learning techniques. Mastery of this subject empowers individuals to streamline data processing, extract meaningful patterns, and construct predictive models, pivotal for advancing businesses across diverse industries.

This intensive 1-day training course in Columbus empowers delegates with practical skills essential for Big Data management and Machine Learning implementation using Google Cloud's suite of tools. Delegates gain hands-on experience in leveraging Google Cloud Platform's advanced features, enabling them to harness data effectively, perform insightful analytics, and deploy machine learning models efficiently.

Course Objectives

To comprehend the fundamentals of Big Data management using the Google Cloud Platform
To explore various tools and services within Google Cloud for data processing and analysis
To construct machine learning models using Google Cloud's specialized frameworks
To implement effective strategies for handling and optimizing large datasets
To leverage Google Cloud's capabilities in deploying scalable and efficient machine learning solutions
To understand the integration of Big Data and Machine Learning for business intelligence
To gain practical experience through hands-on exercises and case studies
To prepare for exams related to Big Data and Machine Learning

After completing this course in Columbus, delegates receive a certification validating their Big Data management and Machine Learning proficiency using the Google Cloud Platform. This certification enhances professional credentials, showcasing expertise leveraging Google Cloud's suite for data-driven insights and machine learning advancements.

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 Columbus 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.

Columbus is the capital of the state of Ohio, USA. With a population of 830,000 people, it is the largest city in Ohio and the fifteenth largest in the whole of the United States. Columbus City Schools is the largest school district in Ohio, governing over 55,000 pupils. It helps operate around 140 elementary, middle and high schools around the city. The first kindergarten in the United States is claimed to have been started in Columbus in 1838. The first junior high school was created in Columbus in 1909 to help pupils bridge the gap from elementary to high school at a time when it was rare for students to continue their education. The city has two public universities; the Ohio State University and the Columbus State Community College. The Ohio State University has one of the largest college campuses in the United States and is also ranked at number 19 for the best public university. Its highest rated programs are its Pharmacy and Veterinary programs. Other private educational facilities include Columbus College of Art and Design, Ohio Business College and Bradford School.

Address

Columbus, United States

T: +1 7204454674

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 Columbus. 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 Columbus, 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

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 Columbus 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 Columbus 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 in Columbus?

The training fees for Big Data and Machine Learning with Google Cloud Platformin Columbus starts from $2495

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

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 Columbus?

Please see our Google Cloud Certification courses available in Columbus

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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