When does class start/end?
Class hours may vary, please reach out to contact@ascendientlearning.com if you have any questions.
Smart Analytics, Machine Learning, and AI on Google Cloud
Incorporating machine learning into data pipelines increases the ability to extract insights from data. This course covers ways machine learning can be included in data pipelines on Google Cloud. For...
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$900 USD
Duration
1 day
Course Code
GCP-SAML-AI
Available Formats
Classroom, Virtual
Overview
Incorporating machine learning into data pipelines increases the ability to extract insights from data. This course covers ways machine learning can be included in data pipelines on Google Cloud. For little to no customization, this course covers AutoML. For more tailored machine learning capabilities, this course introduces Notebooks and BigQuery machine learning (BigQuery ML). Also, this course covers how to productionalize machine learning solutions by using Vertex AI.
Skills Gained
- Differentiate between ML, AI and deep learning.
- Discuss the use of ML API’s on unstructured data.
- Execute BigQuery commands from notebooks.
- Create ML models by using SQL syntax in BigQuery.
- Create ML models without coding using Vertex AI AutoML.
Who Can Benefit
- Data Engineers
Prerequisites
To benefit from this course, participants should have completed “Google Cloud Big Data and Machine Learning Fundamentals” or have equivalent experience.
Course Details
Course Thumbnail
Introduction
- In this module, we introduce the course and agenda
Introduction to Analytics and AI
- This modules talks about ML options on Google Cloud
Prebuilt ML Model APIs for Unstructured Data
- This module focuses on using pre-built ML APIs on your unstructured data
Big Data Analytics with Notebooks
- This module covers how to use Notebooks
Production ML Pipelines
- This module covers building custom ML models and introduces Vertex AI and TensorFlow Hub
Custom Model Building with SQL in BigQuery ML
- This module covers BigQuery ML
Custom Model Building with Vertex AI AutoML
- Custom model building with Vertex AI AutoML
Summary
- This module recaps the topics covered in the course
Course Resources
- PDF links to all modules
Schedule
1 options available
-
Aug 18, 2025 - Aug 18, 2025 (1 day)
Live Virtual | 9:00AM – 5:00PM EDT Language English Select from 1 options below Live Virtual |9:00AM – 5:00PM EDT- Enroll
- Enroll Add to quote
FAQ
Does the course schedule include a Lunchbreak?
Classes typically include a 1-hour lunch break around midday. However, the exact break times and duration can vary depending on the specific class. Your instructor will provide detailed information at the start of the course.
What languages are used to deliver training?
Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.
What does GTR stand for?
GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.
How do I find an Ascendient Learning training location?
We have training locations across the United States and Canada - View a complete list of classroom training locations.
Which delivery formats are available?
At Ascendient Learning, we offer training that is Instructor-Led, Online, Virtual, and Self-Paced.
Does Ascendient Learning deliver group training?
Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.
What does vendor-authorized training mean?
As a vendor-authorized training partner, we offer a curriculum that our partners have vetted. We use the same course materials and facilitate the same labs as our vendor-delivered training. These courses are considered the gold standard and, as such, are priced accordingly.
Is the training too basic, or will you go deep into technology?
It depends on your requirements, your role in your company, and your depth of knowledge. The good news about many of our learning paths, you can start from the fundamentals to highly specialized training.
How up-to-date are your courses and support materials?
We continuously work with our vendors to evaluate and refresh course material to reflect the latest training courses and best practices.
Are your instructors seasoned trainers who have deep knowledge of the training topic?
Ascendient Learning instructors have an average of 27 years of practical IT experience and have also served as consultants for an average of 15 years. To stay current, instructors spend at least 25 percent of their time learning new, emerging technologies and courses.
Do you provide hands-on training and exercises in an actual lab environment?
Lab access is dependent on the vendor and the type of training you sign up for. However, many of our top vendors will provide lab access to students to test and practice. The course description will specify lab access.
Will you customize the training for our company’s specific needs and goals?
We will work with you to identify training needs and areas of growth. We offer a variety of training methods, such as private group training, on-site of your choice, and virtually. We provide courses and certifications that are aligned with your business goals.
How do I get started with certification?
Getting started on a certification pathway depends on your goals and the vendor you choose to get certified in. Many vendors offer entry-level IT certification to advanced IT certification that can boost your career. To get access to certification vouchers and discounts, please contact info@ascendientlearning.com.
Will I get access to content after I complete a course?
You will get access to the PDF of course books and guides, but access to the recording and slides will depend on the vendor and type of training you receive.
How do I request a W9 for Ascendient Learning?
View our filing status and how to request a W9.
Reviews
The tool provided to practice the course teachings is very functional and easy to use.
Great instructor, clear and concise course. Labs were easy to follow and worked perfectly.
The technical data in the AWS Solutions Architect course was very thorough.
had a good time with the course, however some topics were left out due to the compact amount of time for training.
Instructor, Training material & span of the training is neatly planned.
