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Big Data and Machine Learning with Google Cloud Platform Overview
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 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
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. 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, 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.
What our customers are saying
Big Data and Machine Learning with Google Cloud Platform 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 Canada starts from CAD3395
The Knowledge Academy is the Leading global training provider for Big Data and Machine Learning with Google Cloud Platform.
Please see our Google Cloud Certification courses available in Canada
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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