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Master SQL with BigQuery using AI tools - From Zero to Hero
Rating: 4.2 out of 5(229 ratings)
3,839 students
Created byLiad Livne
Last updated 4/2026
English

What you'll learn

  • In a few minutes you will setup your own personal project in BigQuery. Then you will load data into your data warehouse and start running queries
  • Write and Execute Core SQL Queries in BigQuery, including SELECT, FROM, WHERE, GROUP BY, ORDER BY, and JOIN) to effectively query, filter, and aggregate data.
  • Covers all the main topics: Basic commands, Windows and Aggregated Functions, Joins & Sub Queries
  • Manage and Structure Data in Google BigQuery: Learn to navigate the BigQuery interface, load data from various sources (like GCS or uploads)
  • Solve business questions on Big Data, using SQL statements and AI tools such as Gemini
  • Analyze Complex Data and Optimize Queries in BigQuery: Develop the skills to construct complex, multi-step SQL queries to extract meaningful insights

Course content

15 sections59 lectures7h 20m total length
  • Welcome aboard !1:29
  • new AI feature3:29

    New AI auto-completion feature release

  • BigQuery Tutorial2:09
  • Course instructions - Best practice2:01
    1. Follow the instructions by order

    2. Download the files and save them

    3. Check the Release Notes & FAQ

    4. Watch the Video in the lessons

    5. Practice by yourself

    6. Add Public database

    7. Save your queries & Doc

    8. Updates will come


  • all_queries.sql & Basic commands0:02
  • Release Notes & FAQ0:01

    Release Notes & FAQ

    Last update: 2025-04-28

    Common mistakes:

    1. Table name not warped with [`] "backtick"

    2. You havne selected a Project

    3. Query syntax - forgot comma [,]

    4. AI is not enabled


Requirements

  • No programming skills are needed, you will learn everything you need to know
  • You must have a Gmail / Google Account
  • Computer (Mac/Windows/Linux)

Description

2026-04-03 (update)
In the recent days Google BigQuery released a new feature - Gemini Auto completion which will make your learning easer than ever !!

Are you ready to unlock the power of data analysis using SQL, but find the learning curve daunting? Do you want to master Google BigQuery, a leading cloud data warehouse, but don't know where to start? What if you could learn these critical skills faster and more intuitively by harnessing the power of cutting-edge Artificial Intelligence?

This comprehensive "Zero to Hero" course offers a truly unique and modern approach to learning SQL specifically within the powerful Google BigQuery environment. We leverage the great opportunity presented by embedded AI tools, including Google's Gemini, right within BigQuery itself! This means you won't just learn SQL syntax; you'll learn how to use AI as your personal tutor and coding assistant to understand concepts, generate query ideas, debug errors, and accelerate your path to mastery – all from scratch.

Throughout this hands-on course, you will learn:

  • The absolute fundamentals of SQL, including SELECT, FROM, WHERE, GROUP BY, ORDER BY, JOIN operations, and common functions.

  • How to write efficient queries to analyze massive datasets stored in Google BigQuery.

  • Core concepts of BigQuery's architecture, including datasets, tables, jobs, and best practices for cost and performance optimization.

  • Practical techniques for loading data into BigQuery and preparing it for analysis.

  • Crucially, how to effectively utilize BigQuery's integrated AI features (like Gemini assistance) to:

    • Explain complex SQL queries in plain language.

    • Generate SQL code suggestions based on your needs.

    • Help identify and fix errors in your queries.

    • Summarize data and tables.

  • How to apply your SQL and BigQuery skills to solve real-world data analysis problems using public datasets.

Why is this course different?

We go beyond traditional teaching methods by integrating AI as a core part of the learning process. This course demonstrates how modern AI tools embedded within data platforms are revolutionizing how we learn and work with data. We focus on practical application, moving step-by-step from basic concepts to more advanced queries, ensuring you build confidence and real-world skills. No prior experience? No problem! We truly start from zero.

Who is this course for?

  • Aspiring Data Analysts, Data Scientists, Business Analysts, and BI professionals.

  • Students aiming for careers in tech and data.

  • Professionals looking to transition into data roles or upscale in cloud data warehousing.

  • Anyone who wants to learn SQL and BigQuery from the very beginning using an innovative, AI-assisted approach.

  • Individuals looking to move beyond spreadsheets for data analysis.

Prerequisites:

  • Absolutely no prior SQL or database knowledge is required.

  • Basic computer literacy and access to a web browser.

  • Ability to sign up for the Google Cloud Free Tier/BigQuery Sandbox (we'll guide you!).

Take the leap into modern data analysis!
Enroll today and transform yourself from a complete beginner into a confident SQL and BigQuery user, leveraging the power of AI every step of the way!

Who this course is for:

  • Aspiring Data Analysts, Data Scientists, or Business Intelligence Professionals: Looking to build foundational skills in SQL and cloud data warehousing, essential for landing jobs in the data field with the best practice how to embedded SQL with AI tools
  • Data enthusiastic