Monitoring and Optimizing Queries in Databricks SQL from Pluralsight

This course will teach you to monitor query executions in Databricks SQL, and also regulate access to query objects. You will learn how to optimize query executions with caches, encrypt queries, and configure alerts based on query results.

Queries lie at the heart of Databricks SQL and managing them correctly will ensure that we make the best use of this platform. In this course, Monitoring and Optimizing Queries in Databricks SQL, you will learn various aspects of query management, from basic administration to encryption, with a special emphasis on query monitoring and optimization. First, you will explore how to create a Delta table and queries which run against it. Next, you will discover how query execution times can be reduced by two different caching mechanisms supported by Databricks SQL - Delta caching and Spark caching. Finally, you will learn how we can monitor the results of query executions and trigger an alert when those results fulfill a specific condition. At the end of this course, you will be well-versed with various aspects of query management, which will help you ensure that your queries are configured correctly, that they run in an optimal manner, and that you are alerted the moment their results point to something that is off.

What's inside

Syllabus

Course Overview

Monitoring and Administering Queries

Optimizing Query Executions

Creating and Configuring Query Alerts

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Covers query management for Databricks SQL, including administration, optimization, and alerting

Taught by Kishan Iyer, an expert in Databricks SQL

Suitable for learners with experience in SQL and Databricks SQL

Provides hands-on experience through labs and interactive materials

Could be more comprehensive by including more advanced topics in query optimization

Career center

Learners who complete Monitoring and Optimizing Queries in Databricks SQL will develop knowledge and skills that may be useful to these careers:

Data Scientist

Data Scientists use their expertise in mathematics, statistics, and computer science to extract insights from data. They use this information to develop models that can predict future outcomes and make recommendations to businesses. This course will help you gain the skills you need to be a successful Data Scientist, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to quickly and efficiently analyze large amounts of data.

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Machine Learning Engineer

Machine Learning Engineers design, build, and maintain machine learning models. They work closely with data scientists to ensure that models are accurate and reliable. This course will help you gain the skills you need to be a successful Machine Learning Engineer, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to quickly and efficiently analyze large amounts of data.

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Statistician

Statisticians collect, analyze, and interpret data. They use this information to make recommendations to businesses and organizations on how to improve their operations. This course will help you develop the skills you need to be a successful Statistician, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to quickly and efficiently analyze large amounts of data.

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Data Architect

Data Architects design and manage the architecture of data systems. They work closely with other stakeholders to ensure that data systems are aligned with business needs. This course will help you gain the skills you need to be a successful Data Architect, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to design data systems that are efficient, effective, and scalable.

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Data Security Analyst

Data Security Analysts are responsible for protecting data from unauthorized access, use, or disclosure. They work closely with other stakeholders to identify and mitigate security risks. This course will help you gain the skills you need to be a successful Data Security Analyst, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to ensure that your company's data is secure.

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Data Privacy Analyst

Data Privacy Analysts are responsible for protecting the privacy of personal data. They work closely with other stakeholders to ensure that data is collected, used, and stored in a compliant manner. This course will help you gain the skills you need to be a successful Data Privacy Analyst, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to ensure that your company's data is used in a compliant and ethical manner.

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Data Analyst

Data Analysts are responsible for collecting, cleaning, and analyzing data to identify trends and patterns. They use this information to make recommendations to businesses on how to improve their operations. This course will help you develop the skills you need to be a successful Data Analyst, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to quickly and efficiently analyze large amounts of data.

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Database Administrator

Database Administrators are responsible for managing and maintaining databases. They ensure that databases are running smoothly and that data is safe and secure. This course will help you gain the skills you need to be a successful Database Administrator, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to ensure that your company's databases are running efficiently and effectively.

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Data Engineer

Data Engineers design, build, and maintain data systems. They work closely with data analysts and other stakeholders to ensure that data is available and accessible for analysis. This course will help you gain the skills you need to be a successful Data Engineer, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to ensure that your company's data systems are running efficiently and effectively.

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Business Intelligence Analyst

Business Intelligence Analysts use their skills in data analysis and visualization to help businesses make better decisions. They work closely with stakeholders to understand their needs and translate those needs into actionable insights. This course will help you gain the skills you need to be a successful Business Intelligence Analyst, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to quickly and efficiently analyze large amounts of data.

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Data Quality Analyst

Data Quality Analysts are responsible for ensuring that data is accurate, complete, and consistent. They work closely with other stakeholders to identify and resolve data quality issues. This course will help you gain the skills you need to be a successful Data Quality Analyst, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to quickly and efficiently identify and resolve data quality issues.

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Data Governance Analyst

Data Governance Analysts are responsible for managing and enforcing data governance policies and procedures. They work closely with other stakeholders to ensure that data is used in a consistent and ethical manner. This course will help you gain the skills you need to be a successful Data Governance Analyst, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to ensure that your company's data is used in a compliant and efficient manner.

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Software Engineer

Software Engineers design, develop, and maintain software applications. They work closely with other stakeholders to understand their needs and translate those needs into technical requirements. This course will help you gain the skills you need to be a successful Software Engineer, as you will learn how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for your role, as you will need to be able to ensure that your company's software applications are running efficiently and effectively.

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Analytics Engineer

Analytics Engineers use their expertise in data analysis and engineering to design, build, and maintain data systems. They work closely with business stakeholders to understand their data needs and translate those needs into technical requirements. This course will help you gain a solid understanding of how to monitor and optimize queries in Databricks SQL. This knowledge will be essential for success in your role as an Analytics Engineer, as you will be responsible for ensuring that your company's data systems are running efficiently and effectively.

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Monitoring and Optimizing Queries in Databricks SQL

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