Snowflake SnowPro Core Certification Preparation

What's inside

Learning objectives

Prepare for the snowflake snowpro core certification exam
Attempt a mock snowpro core practice exam

Build understanding of all of the foundations and functionalities offered by snowflake
Learn snowflake basics, it's unique architecture & its differentiation

Prepare for the snowflake snowpro core certification exam
Attempt a mock snowpro core practice exam
Build understanding of all of the foundations and functionalities offered by snowflake
Learn snowflake basics, it's unique architecture & its differentiation

Syllabus

Introduction & Overview

Introduction to this Course

Introduction to the instructor

How is this course structured

Snowpro Core Certification

Snowpro Core Domains

Introduction to Snowflake

Snowflake Editions

Signup for a Snowflake Trial

Create a virtual warehouse

Explore the Snowflake Web UI at a high level, understanding various sections of the UI and what does each section does.

Hands-on: Create our first database & table and load with data

Create our first table & load with data

Downloading the resources for this course

First Quiz

Snowflake Architecture

This lecture is an introduction to the section and explains what will be covered in this section.

A look at the architectural approaches taken by the traditional database engines

Overview of the hybrid architecture adopted by Snowflake and how it differs from traditional architectures

Snowflake can have multiple compute engines, also known as Virtual Warehouses

Let's create a new virtual warehouse and find out how easy it is to create a new compute engine in Snowflake

Lab: Creating a new Virtual Warehouse

Snowflake Storage - Micro partitions

A glimpse of the critical cloud services layer in Snowflake. Cloud Services layer controls authentication, authorization, metadata, query compilation, amongst other things

Dive deeper into the workings of a virtual warehouse, learn about scaling a virtual warehouse up and down, suspending and resuming a virtual warehouse, and get introduced to the virtual warehouse cache

Query Execution & Caching in Snowflake

Snowflake Pricing

Summary

This architecture quiz intends to reinforce your learnings from this section and identify areas that may require a more focused study on your behalf. Understanding Snowflake's architecture is the key to developing an understanding of the various innovative features in Snowflake.

Web UI, Tools & Drivers

Snowflake Connectivity – Drivers & Interfaces

Classic Snowflake Web UI

Worksheet view Walkthrough

Hands-on: SnowSQL installation & connection to your Snowflake Instance

Lab: SnowSQL installation & connection to your Snowflake Instance

The new Web UI

Test you knowledge on how can you connect to Snowflake and what tools, utilities, drivers & connectors are provided by Snowflake

Data Loading in Snowflake

Section Introduction

Birds eye view of data loading

The use of Stage during data loading

External Stage

Data Ingestion using named External Stage

Assignment: Loading data using an External Stage

Data Ingestion via named Internal Stages

Hands-on: Data Loading from on-premises via internal stage

Lab: Data Loading from on-premises via internal stage

Table Stage & User Stage

Lab: Data Loading using a Table Stage

Assignment: Load JSON data

External Tables

Unloading Data from Snowflake

Basic Data Transformations

Snowpipe

Quiz: Data Loading

Continuous Data Protection

Continuous data protection in Snowflake

How Time Travel works in Snowflake

Time Travel SQL Extensions

Hands-on: Time Travel in Action

Lab: Time Travel in Action

Time Travel UNDROP SQL extension

Hands-on: Undrop using Time Travel

Lab: Undrop using Time Travel

Failsafe Storage

Time Travel & Fail-safe storage costs

Types of tables in Snowflake

Lab: Create Temporary and Transient tables

Quiz: Time Travel & Failsafe

Cloning in Snowflake

How Cloning works in Snowflake

Some caveats related to Cloning

Hands-on: Clone a Table

Lab: Clone a Table

Hands-on: Clone a complete schema & a complete database

Lab: Clone a complete schema & a complete database

Hands-on: Cloning with Time Travel

Lab: Cloning with Time Travel

Quiz: Cloning

Data Sharing in Snowflake

How Data Sharing works in Snowflake

Snowflake offerings for Data Sharing

Direct Sharing Process

Hands-on: Share a table with another Snowflake Account

Lab: Direct Sharing using SQL

Hands-on: Direct Sharing using the User Interface

Lab: Direct Sharing using User Interface

Hands-On: Share a table with a non-Snowflake customer

Snowflake Marketplace

Hands-on: Explore Snowflake Marketplace

Lab: Explore Snowflake Marketplace

Data Exchange

Quiz: Data Sharing

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Snowflake SnowPro Core Certification Preparation - COF-C02 with these activities:

Review Database Concepts

Show steps

Reviewing database concepts will help you better understand Snowflake's architecture and how it differs from traditional database systems.

Browse courses on Database Fundamentals

Show steps

Read articles or watch videos on database fundamentals.
Review SQL syntax and common database operations.
Practice writing basic SQL queries.

Read 'Snowflake: The Definitive Guide'

Show steps

Reading this book will provide a deeper understanding of Snowflake's features and functionalities, complementing the course material.

View Putting Knowledge to Work on Amazon

Show steps

Obtain a copy of 'Snowflake: The Definitive Guide'.
Read the chapters relevant to the current course section.
Try out the examples provided in the book.

Snowflake SQL Exercises

Show steps

Practicing SQL exercises specific to Snowflake will reinforce your understanding of data manipulation and querying within the Snowflake environment.

Show steps

Find online resources with Snowflake SQL exercises.
Complete the exercises, focusing on data loading and querying.
Review your solutions and identify areas for improvement.

Four other activities

Expand to see all activities and additional details

Show all seven activities

Read 'Data Warehousing with Snowflake'

Show steps

Reading this book will provide a deeper understanding of how to use Snowflake for data warehousing, complementing the course material.

View Putting Knowledge to Work on Amazon

Show steps

Obtain a copy of 'Data Warehousing with Snowflake'.
Read the chapters relevant to data warehousing concepts.
Try out the examples provided in the book.

Create a Snowflake Architecture Diagram

Show steps

Creating a visual representation of Snowflake's architecture will solidify your understanding of its components and how they interact.

Show steps

Research Snowflake's architecture in detail.
Design a diagram that clearly illustrates the different layers and components.
Add annotations to explain the function of each component.

Answer Questions on Snowflake Forums

Show steps

Answering questions on Snowflake forums will reinforce your understanding of the material and help others learn.

Show steps

Find online forums dedicated to Snowflake.
Browse the forums for unanswered questions.
Provide clear and helpful answers based on your knowledge.

Build a Data Pipeline in Snowflake

Show steps

Building a data pipeline from end to end will provide practical experience with data loading, transformation, and analysis in Snowflake.

Show steps

Choose a data source and define the pipeline's purpose.
Design the pipeline architecture, including data loading, transformation, and storage.
Implement the pipeline using Snowflake's features and tools.
Test and optimize the pipeline for performance and reliability.

Career center

Learners who complete Snowflake SnowPro Core Certification Preparation - COF-C02 will develop knowledge and skills that may be useful to these careers:

Snowflake Consultant

Snowflake Consultants advise organizations on how to best leverage Snowflake for their data management needs. The Snowflake Consultant role requires a deep understanding of Snowflake's capabilities and best practices. Preparing for the SnowPro Core certification provides a strong foundation in Snowflake architecture, features, and use cases. This course is highly relevant for aspiring Snowflake Consultants as it covers all the essential topics needed to effectively advise clients on Snowflake implementations. Being knowledgable in data sharing is also useful.

See salaries and explore the career path for Snowflake Consultant

Cloud Data Engineer

A Cloud Data Engineer specializes in building and managing data pipelines and infrastructure on cloud platforms, emphasizing scalability, reliability, and cost-effectiveness. Preparing for the SnowPro Core certification ensures a solid grasp of Snowflake, a popular cloud data platform. This course is valuable for anyone who wants to be a Cloud Data Engineer because it covers Snowflake architecture, data loading techniques, and performance optimization. This knowledge helps them to design and implement efficient and scalable data solutions.

See salaries and explore the career path for Cloud Data Engineer

Data Engineer

Data engineering focuses on building and maintaining the infrastructure required for data storage, processing, and analysis. Data Engineers build data pipelines, transform data, and ensure data quality. This course provides a strong practical foundation in Snowflake, covering data loading, processing semi-structured and unstructured data, and data pipelines. Furthermore, by learning features unique to Snowflake such as Failsafe, Time Travel, and Zero copy cloning, one gains familiarity with Snowflake's offerings, making them more effective in designing, building, and maintaining data infrastructure within a Snowflake environment.

See salaries and explore the career path for Data Engineer

ETL Developer

ETL Developers design, build, and maintain ETL (Extract, Transform, Load) processes that move data between systems. This course helps current or aspiring ETL Developers understand the data loading and transformation capabilities of Snowflake. Preparing for the SnowPro Core certification provides practical knowledge of how to extract data from various sources, transform it into a usable format, and load it into Snowflake. Learning about data ingestion through preparing for the certification is particularly useful for ETL developers.

See salaries and explore the career path for ETL Developer

Cloud Data Architect

A Cloud Data Architect designs and implements data solutions on cloud platforms. This often involves selecting appropriate technologies, designing data models, and ensuring data security and performance. This course helps those aspiring to become Cloud Data Architects by providing a solid understanding of Snowflake's architecture, virtual warehouses, storage, security, Time Travel, cloning, data sharing, and data loading. Knowing the ins and outs of Snowflake through preparing for the SnowPro Core certification helps build confidence in designing and implementing cloud data solutions using Snowflake, a popular choice for many organizations.

See salaries and explore the career path for Cloud Data Architect

Data Architect

Data Architects design and oversee the implementation of data management systems for organizations. They define data standards, data models, and data integration strategies. The course helps current or aspiring Data Architects learn the ins and outs of Snowflake, a powerful cloud data platform. Preparing for the SnowPro Core certification provides the foundation for making informed decisions about data storage, processing, and security within a Snowflake environment. Understanding Snowflake architecture is critical to this decision-making process.

See salaries and explore the career path for Data Architect

Data Warehouse Manager

Data Warehouse Managers are responsible for the overall strategy, design, and implementation of data warehousing solutions. They lead teams of data engineers and database administrators to build and maintain data warehouses that meet business needs. This course provides a comprehensive overview of Snowflake, covering its architecture, features, and best practices. Preparing for the SnowPro Core certification helps Data Warehouse Managers gain the knowledge and skills needed to lead Snowflake projects effectively. Understanding architecture would be particularly useful.

See salaries and explore the career path for Data Warehouse Manager

Database Administrator

Database Administrators are responsible for the performance, integrity, and security of databases. They handle tasks such as database configuration, backup and recovery, user management, and performance tuning. This course helps current or aspiring Database Administrators get familiar with Snowflake, a cloud-native database solution. Preparing for the SnowPro Core certification covers essential aspects of Snowflake administration, including security, data protection, and performance optimization techniques. Learning about resource monitors through preparing for the certification helps administrators manage account costs effectively.

See salaries and explore the career path for Database Administrator

Data Migration Specialist

Data Migration Specialists focus on moving data from one system to another, ensuring data quality and minimizing downtime. Due to its coverage of data loading techniques and its emphasis on Snowflake's architecture, preparing for the SnowPro Core certification is valuable for Data Migration Specialists working with or migrating to Snowflake. This course builds knowledge of the tools and processes involved in efficiently and accurately moving data into Snowflake. A Data Migration Specialist can also utilize Time Travel functionality.

See salaries and explore the career path for Data Migration Specialist

Business Intelligence Analyst

A Business Intelligence Analyst analyzes data to identify trends and insights that can improve business decision-making. They use data visualization tools to present findings to stakeholders. Although this role is more on the consumption side of data, understanding the underlying data platform can give you a competitive advantage. This course helps Business Intelligence Analysts gain a deeper understanding of how data is stored and managed in Snowflake. Furthermore, learning about data sharing and Snowflake Marketplace through preparing for the SnowPro Core certification can help you discover new data sources and improve your analysis.

See salaries and explore the career path for Business Intelligence Analyst

Solutions Engineer

Solutions Engineers work with potential customers to understand their needs and design solutions that meet those requirements. This course is helpful for Solutions Engineers who want to deepen their expertise in Snowflake. Preparing for the SnowPro Core certification provides comprehensive knowledge of Snowflake's architecture, features, and benefits. Understanding Snowflake architecture helps Solutions Engineers effectively communicate the value proposition of Snowflake to potential clients and design tailored solutions that address their specific data challenges and requirements.

See salaries and explore the career path for Solutions Engineer

Data Governance Analyst

Data Governance Analysts establish and enforce data governance policies and procedures to ensure data quality, security, and compliance. This role requires an understanding of data management principles and regulatory requirements. Preparing for the SnowPro Core certification may be useful for Data Governance Analysts working with Snowflake. By studying Snowflake's security features and data protection capabilities through this course, Data Governance Analysts can ensure that data within Snowflake is managed in accordance with company policies and industry regulations.

See salaries and explore the career path for Data Governance Analyst

Data Analyst

Data Analysts examine data to answer business questions and identify trends. They use tools like SQL and data visualization software to explore data and communicate insights. Even though data analysts rarely need to know the underlying data architecture, preparing for the SnowPro Core certification can help them better understand how data is organized and managed in Snowflake, which can improve their data analysis skills. As a result, this course may be useful to those who aspire to be Data Analysts.

See salaries and explore the career path for Data Analyst

Cloud Solution Architect

Cloud Solution Architects design and implement cloud-based solutions for businesses. This role requires a broad understanding of cloud technologies and services. Preparing for the SnowPro Core certification may be useful for Cloud Solution Architects who want to specialize in data solutions on Snowflake. By studying Snowflake's architecture and capabilities throughout this course, potential Cloud Solution Architects can integrate Snowflake into their overall cloud solutions more effectively. This course helps support any business questions.

See salaries and explore the career path for Cloud Solution Architect

Machine Learning Engineer

Machine Learning Engineers build and deploy machine learning models. They work with large datasets and use various machine learning algorithms to train models for a variety of tasks. Though it is not the primary skillset, having a good grip on the data platform helps machine learning engineers perform better. While this course primarily focuses on Snowflake fundamentals, exposure to Snowflake's data sharing capabilities through preparing for the SnowPro Core certification helps Machine Learning Engineers access and utilize data efficiently for model training and deployment.

See salaries and explore the career path for Machine Learning Engineer

Reading list

We've selected one books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Snowflake SnowPro Core Certification Preparation - COF-C02.

Putting Knowledge to Work

Save

Provides a comprehensive overview of Snowflake, covering everything from architecture and data loading to security and performance optimization. It serves as an excellent reference guide during the course and beyond. The book offers practical examples and real-world scenarios to help you master Snowflake's features. It is commonly used by industry professionals and can serve as a valuable resource for exam preparation.

Putting Knowledge to Work

Paperback

Check price

Putting Knowledge to Work

Kindle Edition

Check price

Snowflake SnowPro Core Certification Preparation - COF-C02

What's inside

Learning objectives

Syllabus

Save this course

Activities

Career center

Reading list

Share

Similar courses