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Google Cloud Big Data & Machine Learning Fundamentals

This course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP).

This one-day instructor-led course introduces participants to the big data capabilities of Google Cloud Platform and showcases the ease, flexibility, and power of big data solutions on Google Cloud Platform.

    This one-day instructor-led class will introduce you to Google Cloud's big data and machine learning functions. You'll begin with a quick overview of Google Cloud and then dive deeper into its data processing capabilities.

    1:1 Coaching

    24*7 Support

    CloudLabs

    Real-time code analysis and feedback

    High Success Rate

    Globally Renowned PSTs Trainer

    Course Description

    This course will introduce you to Google Cloud's big data and machine learning functions. You'll begin with a quick overview of Google Cloud and then dive deeper into its data processing capabilities. This one-day instructor-led course introduces participants to the big data capabilities of Google Cloud Platform. Through a combination of presentations, demos, and hands-on labs, participants get an overview of the Google Cloud platform and a detailed view of the data processing and machine learning capabilities. This course showcases the ease, flexibility, and power of big data solutions on Google Cloud Platform.

    Key Objective

    Data analysts, data scientists, and business analysts who are getting started with Google Cloud.

    • Individuals responsible for designing pipelines and architectures for data processing, creating and maintaining machine learning and statistical models, querying datasets, visualizing query results, and creating reports.
    • Executives and IT decision makers evaluating Google Cloud for use by data scientists.

    Certification Curriculum

    The course includes presentations, demonstrations, and hands-on labs.

    Module 1
    Introducing Google Cloud Platform Google Platform Fundamentals Overview.
    • Google Cloud Platform Big Data Products.
    • Lab: Sign up for Google Cloud Platform.
    Module 2
    Compute and Storage Fundamentals CPUs on demand (Compute Engine).
    • A global file system (Cloud Storage).
    • Cloud Shell.
    • Lab: Set up an Ingest-Transform-Publish data processing pipeline.
    Module 3
    Data Analytics on the Cloud Stepping stones to the cloud.
    • Lab: Importing data into CloudSQL and running queries.
    • Spark on Dataproc.
    • Lab: Machine Learning Recommendations with Spark on Dataproc.
    Module 4
    Scaling Data Analysis Fast random access.
    • Datalab.
    • BigQuery. Lab:
    • Build a Machine Learning Dataset.
    Module 5
    Machine Learning with TensorFlow.
    • Lab: Carry out ML with TensorFlow.
    • Pre-built models for common needs.
    • Lab: Employ ML APIs.
    Module 6
    Creating pipelines with Dataflow
    • Reference architecture for real-time and batch data processing.
    Module 7
    Summary
    • Why GCP?.
    • Where to go from here.
    • Additional Resources.

    Prerequisites

    Big Data & Machine Learning Fundamentals course provides an introduction to Google Cloud capabilities and a deeper dive of the data processing capabilities. This course is recommended for Data and Business Analysts interested in getting started in developing data engineering skills.

    Download Brochure

    Join Google Cloud Big Data and Machine Learning Fundamentals Training and gain the knowledge and skills needed to land an entry-level job in Data Analytics. A Path to In-Demand Jobs. No Experience Necessary.

    Download Brochure

    Certification Assessment

    When you complete all of the courses in the program, you’ll earn a Certificate to share with your professional network as well as unlock access to career support resources to help you kickstart your new career. Many Professional Certificates have hiring partners that recognize the Professional Certificate credential and others can help prepare you for a certification exam. You can find more information on individual Professional Certificate pages where it applies.

    • High Success rate
    • Join Our Dynamic Community
    • Training from Recognized Trainer
    • Post-workshop support by the Coaches

    Testimonials

    Our clients praise us for our great results, personable service, expert knowledge, and on-time delivery. Here are what just a few of them had to say:

    Funding & Price Chart

    Individual / Company Sponsored
    (Banking and Finance)
    Company Sponsored
    (Non Banking and Finance)
    Singaporeans age 40 and above (70% funding) Singaporeans age below 40 and all PRs (50% funding) (No Funding)
    Full Course Fee before GST $1,000.00 $1,000.00 $1,000.00
    9% GST $90.00 $90.00 $90.00
    Total Course Fee $1,090.00 $1,090.00 $1,090.00
    Less: IBF Funding $763.00 $545.00 NA
    Net Fee Payable $327.00 $545.00 $1,090.00

    Frequently Asked Questions

    Training FAQs

    What is the Google Cloud Big Data & Machine Learning FundamentalsTraining all about?

    The Google Cloud Platform Big Data and Machine Learning Fundamentals training will help you understand data processing capabilities and machine learning within a Cloud-based platform.

    What is the duration of Google Cloud Big Data & Machine Learning Fundamentals Training?

    Google Cloud Big Data & Machine Learning Fundamentals Training is a one-day course.

    Who can take up the Google Cloud Big Data & Machine Learning FundamentalsTraining?

    The Google Cloud Platform Big Data and Machine Learning Fundamentals training is recommended for Data and Business Analysts interested in getting started in developing data engineering skills.

    What is the benefit of taking up the Google Cloud Big Data & Machine Learning Fundamentals Training?

    The primary focus of Google Cloud Platform Big Data and Machine Learning Fundamentals training is to introduce participants to the fundamentals, products, and services in Google Cloud Platform so that you can effectively strategize your business solutions in a Cloud-based framework.

    What are the prerequisites of Google Cloud Big Data & Machine Learning Fundamentals Training?

    Participants shouls have roughly one year of experience with on or more of the following: A common query language such as SQL Extract,transform, load activities, Data Modeling, Machine learning and/or statistics programming in Python.

    IBF Accredited Programmes

    Who is IBF?

    The IBF is an independent quality assurance framework benchmarked under industry standards to get the finance practitioners future-ready by strengthening their financial capability and industrial skills.

    What is the IBF-FTS funding all about?

    The IBF financial training scheme provides funding for training and assessment programmes specifically to enhance the underlying competencies of the workforce in the financial/tech sector.

    What is the Training Allowance Grant?

    Training allowance grant supports banking, financial services and insurance organizations to provide industry-standard training with a focus to upgrade the skills of their employees.

    Where can I find more information about this programme?

    You can avail of more information about the IBF course and training programs here.

    Which are the companies eligible to submit claims for company-sponsored participants?

    The financial Institutions and fin-tech firms regulated by the Authority of Singapore can avail the benefit of course fee subsidy.

    Who is eligible for IBF Funding?

    Singapore residents and permanent residents can claim upto 90% subsidy. Participants need to pay only 5% + GST to attend the training.

    UTAP Funding

    What is UTAP funding?

    The UTAP (Union Training Assistance Program) is a benefit provided to NTUC members for encouraging professional upskilling at a minimal cost.

    Who can apply for UTAP support?

    Singapore citizens and permanent residents can avail of UTAP support who are NTUC members.

    How much amount can I claim under UTAP support?

    UTAP provides upto 50% support of the course fee. It provides $250 for participants under 39 years and $500 for participants above 40 years.

    How can I apply for UTAP support?

    Login to NTUC to submit your application to claim UTAP support. You can also reach out to us @ for further support.

    When can I use the UTAP funding?

    UTAP funding can be claimed after the completion of the course only.

    SkillsFuture Credit

    What is SkillsFuture Credit?

    SkillsFuture Credit is an initiative by the Singapore government to defray the training costs to encourage upgradation of skills specifically for finance/tech professions.

    Who can apply for SkillsFuture Credit?

    All Singaporeans aged 25 and above can avail of the benefit of SkillsFuture Credit. For more information, click here.

    Can SMEs apply for SkillsFuture Credit?

    No, the small/medium sized enterprises cannot apply for SkillsFuture Credit since it is provided only to individuals.

    Is SkillsFuture a cash account? Will the interest be credited into my account?

    No, SkillsFuture is not a cash account, it can be used only to offset course fees of completed training courses approved by SkillsFuture. Therefore you do not earn any interest from it.

    Why cannot I use my SkillsFuture credit to directly pay the training partner?

    The course fee of the training program is directly paid to the course provider through MySkillsFuture and you can avail directly from them.

    How can I apply for SkillsFuture Credit?

    You can login to MySkillsFuture, select the course and enter the details, enter course fee to be paid including GST and put the amount to be claimed. Upload invoice and click submit.

    Google Cloud Big Data and Machine Learning Fundamentals

    Showcasing the ease, flexibility, and power of Big Data solutions on Google Cloud, The Google Cloud Platform Big Data and Machine Learning Fundamentals training is a one-day course that will help you understand data processing capabilities and machine learning within a Cloud-based platform. The primary focus of this training is to introduce participants to the fundamentals, products, and services in Google Cloud Platform so that you can effectively strategize your business solutions in a Cloud-based framework.

    If you are a Data Analyst, Data Scientist, or Business Analyst, then this one-day training is perfect for you as you learn to bring together data processing and machine learning within Google Cloud Platform, which can, in turn, be executed by you and your team. The Google Cloud Platform Big Data and Machine Learning Fundamentals Certification by Google would not only stand out in your resume, but you can also expect a high-paying job in a big company as this course carries considerable weight. With technology and IT industries doing away with manual evaluation of data, producing tentative results, only artificial intelligence stands a chance in the near future for accuracy and storage of data in an optimum manner.

    Understand Google Cloud’s big data and machine learning functions, trained by Google authorized trainers, and transform the way you work. With over 500 Fortune Companies working with Google Cloud-based operations, this course is a revolutionary course in the field of IT and information. The ease, flexibility and, compatibility within Google Cloud operations have made this model more feasible to be adopted by big multinational companies.

    Register yourself for Google Cloud Platform Big Data and Machine Learning Fundamentals Certifications today and increase your career prospects tenfold as you become equipped with the skills and tools to revolutionize your business model through the incorporation of machine learning and Big Data.

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