Smart Analytics, Machine Learning, and AI on Google Cloud (SAMLAI)

 

Course 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.

Who should attend

Data Engineers

Prerequisites

Participants should have completed the Google Cloud Big Data and Machine Learning Fundamentals course or have equivalent experience.

Course Objectives

  • 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 by using AutoML

Prices & Delivery methods

Online Training
Modality: L

Duration 1 day

Price
  • on request
Dates and Booking
Request a date
Classroom Training
Modality: C

Duration 1 day

Price
  • on request
Dates and Booking
Request a date

Schedule

English

Time zone: Central European Time (CET)

Online Training Time zone: Central European Time (CET)
Instructor-led Online Training:   This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom. All FLEX courses are also Instructor-led Online Trainings (ILO).

Europe

Germany

 Berlin This is a FLEX course.   Time zone: Central European Summer Time (CEST) Enroll:
for online training
for classroom training
Frankfurt This is a FLEX course.   Time zone: Central European Summer Time (CEST) Enroll:
for online training
for classroom training
Frankfurt This is a FLEX course.   Time zone: Central European Summer Time (CEST) Enroll:
for online training
for classroom training
This is a FLEX course, which is delivered both virtually and in the classroom. All FLEX courses are also Instructor-led Online Trainings (ILO).