What you'll learn
Recognize why dimensional modeling and the star schema are important for data organization and easy querying
Understand the evolution of data management, from traditional data warehouses to the newer concept of a Data Lakehouse.
Get a full demo of Power BI to visualize and analyze data effectively.
Learn about the ETL (Extract, Transform, Load) process and its significance in the cloud, with a focus on Azure Data Factory
Requirements
Some familiarity or interest in data organization techniques, like dimensional modeling.
Basic understanding of the importance of data in business.
Curiosity about how data can be used in business decision-making.
Description
In the age of information and rapidly advancing technology, harnessing data for actionable insights is essential for every business, regardless of its size or industry sector. This Data & Analytics course is meticulously designed to empower participants to understand and leverage data in their strategic decision-making processes. The course starts with a deep dive into the foundational principles of dimensional modeling and underscores the paramount importance of the star schema in the vast realm of data warehousing. It meticulously outlines key benefits such as understandability, optimal query performance, extensibility, consistent reporting, and incremental development, all of which are undeniably vital for thriving in today's modern business landscape. Participants will also be given a chance to explore the multifaceted world of data warehousing architecture patterns, and they will delve into the evolution and inherent challenges of adeptly handling raw data while introducing pivotal concepts like Data Lakes and innovative Data Lakehouses.With engaging live demos, the course vividly showcases pivotal tools like the renowned Power BI and the versatile Azure Data Factory, allowing participants to grasp the real-world application of data extraction, transformation, and visualization techniques. Whether you are a business leader, a passionate data enthusiast, a seasoned IT professional, or simply someone genuinely keen on seamlessly integrating data into your daily workflow, this course offers an expansive and comprehensive view of the intricate world of Data and Analytic, equipping you with the tools and knowledge to transform your business through the unmatched power of data!
Overview
Section 1: Introduction - Dimensional Modeling and the Star Schema
Lecture 1 Dimensional Modeling & the Star Schema
Section 2: Class 2: Data Warehousing Architecture Patterns
Lecture 2 Data Warehousing Architecture Patterns
Section 3: Class 3: Demo: Power BI Reporting
Lecture 3 Demo: Power BI Reporting
Section 4: Class 4: Spotlight on Azure Data Factory
Lecture 4 Spotlight on Azure Data Factory
Section 5: Class 5: Demo: Spotlight on Azure Data Factory
Lecture 5 Demo: Spotlight on Azure Data Factory
This Data & Analytics course is tailored for business leaders, decision-makers, and professionals across various domains who want to leverage data for actionable insights.,It's an ideal fit for those in both technical roles like IT managers and data analysts, as well as non-technical roles who aim to understand how data can drive decision-making. Whether a seasoned executive, small business owner, or a student interested in data science, the course offers valuable perspectives on dimensional modeling, data warehousing, and modern data tools.


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