Course Details
Snowflake Data Mastery: From Beginner to Pro
Big Data
Created On
September 17, 2023Description
Big Data refers to extremely large, fast-moving, and diverse datasets, known for their three Vs: Volume, Velocity, and Variety. It encompasses massive amounts of data that require specialized tools like distributed computing and machine learning to derive valuable insights and drive innovation across industries.
Overview
This comprehensive beginner's course on Snowflake is designed to provide you with a solid foundation in cloud data warehousing and analytics. You will learn to work with Snowflake, a powerful data platform, and gain hands-on experience through projects.
Features
- Self-paced learning with video lectures and hands-on labs.
- Access to a Snowflake environment for practice.
- Instructor-led Q&A sessions.
- Real-world projects to apply your knowledge.
- Course completion certificate.
- Practical Implementation
- Quiz & Assessments
What you'll learn
Prerequisites
Curriculum
- 6 modules
1.1 What is Snowflake?
1.2 Snowflake Architecture
1.3 Creating a Snowflake Account
1.4 Accessing the Snowflake Web Interface
1.5 Hands-on Lab: Exploring the Snowflake Interface
2.1 SQL Fundamentals in Snowflake 2.2 Data Types and Operators 2.3 SELECT Statements and Filtering Data 2.4 JOINs and Subqueries 2.5 Hands-on Lab: Writing SQL Queries in Snowflake
3.1 Loading Data into Snowflake
3.2 Managing Data in Snowflake
3.3 Data Manipulation and Transformation
3.4 Hands-on Lab: Loading and Managing Data
4.1 Understanding Snowflake Performance
4.2 Indexing and Query Optimization
4.3 Scaling Resources for Performance
4.4 Hands-on Lab: Optimizing Query Performance
5.1 Time Travel in Snowflake
5.2 Ensuring Data Fail-Safety
5.3 Hands-on Lab: Implementing Time Travel and Fail-Safe
6.1 Data Warehousing for an E-commerce Site
6.2 Financial Analytics Dashboard
6.3 Customer Segmentation and Targeting
6.4 Sales Forecasting
6.5 Data Migration from On-Premise to Cloud
Project Approach:
Each project includes real-world datasets and tasks. Students will apply the knowledge gained from the course to complete these projects, with guidance from instructors and peer discussions in the course forum.
Upon completing this course, you will have a strong understanding of Snowflake and its capabilities, and you'll be ready to tackle real-world data analytics and warehousing projects. Get ready to excel in the world of modern data management with Snowflake!
Instructors
Skoliko Faculty
₹3500.00
- 6 Modules
- 40 Hours
- Big Data
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