This course demonstrates how to use AI and machine learning models for generative AI tasks in BigQuery. Learners will work through a practical use case involving customer relationship management and follow step-by-step guidance for coding solutions using SQL queries and Python notebooks. The course aims to help data professionals understand and apply Gemini models in BigQuery to solve business problems.

Prerequisites

Participants should have:

Prior experience with programming languages including SQL and/or Python
Basic knowledge of machine learning and generative AI

Target audience

This course is designed for:

Data analysts, data engineers, and other data professionals who wish to use Gemini in BigQuery to boost productivity and understand their unstructured data

We can organize this training at your preferred date and location. Contact Us!

What You Will Learn

By the end of this course, learners will be able to:

Define the features of Gemini in BigQuery that aid the data to-AI pipeline
Explore data with Insights and Table Explorer
Develop code with Gemini assistance
Discover and visualise workflow with data canvas
Explain the workflow of using AI and machine learning models for predictive and generative tasks in BigQuery
Create a solution for leveraging Gemini models in BigQuery with SQL queries and Jupyter Notebooks

Training Outline

Gemini on BigQuery

Overview of Gemini on Google Cloud
Overview of Gemini on BigQuery
Introduction to course use case
Capabilities of Gemini on Google Cloud and BigQuery

Data Exploration and Preparation

Data exploration and preparation tools
Insights and Table Explorer features, benefits, and restrictions
Data cleaning and pipeline development features in BigQuery

Code Development with Gemini

Using Gemini for writing code
Troubleshooting and testing with Gemini
Prompting best practices

Data Canvas

Introduction to Data Canvas
Data Canvas capabilities
Prompting best practices for Data Canvas

Working with Gemini Models in BigQuery

BigQuery ML capabilities
Using Gemini in SQL queries
Using Gemini in Jupyter Notebooks

Exams and assessments

There are no exams or assessments associated with this course.

Hands-on learning

Lab: Explore data with Gemini in BigQuery
Lab: Develop code with Gemini in BigQuery
Lab: Use Data Canvas to visualise and design queries
Lab: Analyse customer reviews with SQL
Lab: Analyse customer reviews with Python Notebook

Why Choose Us

Experience Gemini in BigQuery for Data Practitioners in Singapore through Bilginç IT Academy's live and interactive virtual classroom environment, accessible from your home, office, or any location. Connect with expert trainers in real time and bring the energy of classroom learning into the digital experience.

Live Instructor-Led Sessions: Join scheduled training sessions with your instructor and fellow delegates in real time.
Interactive Learning Experience: Take part in discussions, practical exercises, group activities, and Q&A sessions throughout the course.
Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's long-standing experience in delivering professional training since 1995.
Flexible and Scalable Delivery: Access live virtual classrooms from Singapore and worldwide, with flexible planning options for individual and corporate training needs.

Experience Gemini in BigQuery for Data Practitioners in a focused classroom environment in Singapore. Bilginç IT Academy's carefully selected training venues provide a professional setting where delegates can interact directly with expert trainers and peers.

Experienced Trainers: Learn from specialists with extensive field experience and real-world knowledge.
Professional Training Venues: Attend courses in comfortable, well-equipped classrooms designed to support effective learning.
Focused Classroom Experience: Benefit from limited class sizes that encourage discussion, interaction, and personalized support.
Quality-Driven Learning: Develop practical skills through structured, up-to-date, and professionally designed training content.

Meet your team's training needs with Bilginç IT Academy's onsite Gemini in BigQuery for Data Practitioners in Singapore solution, delivered at your office or preferred location. Align your team's development with your business goals through a training experience tailored to your organization.

Tailored Course Content: Adapt the training program to your organization's projects, team structure, and specific business requirements.
Time and Cost Efficiency: Reduce travel, accommodation, and operational costs while maximizing the value of your training investment.
Team-Focused Learning: Help your employees develop around the same knowledge base and strengthen collaboration across your organization.
Simplified Planning and Tracking: Manage the training process, participant development, and organizational requirements with greater control.

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Gemini in BigQuery for Data Practitioners Training in Singapore