Data Modeling Zero to Hero
Data Modeling Zero to Hero
Updated on Dec, 2023
Language - English
Data & Analytics,Data Modeling,Business,Business Analytics & Intelligence
Lectures -10
Duration -5 hours
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Course Description
Learn Data Modeling from a Google Data Architect. Data modeling is both an art and a science. While we have developed a large body of best practices over the years, we still have to make this-or-that types of decisions throughout our data modeling work, often based on deep experience rather than specific rules.
Goals
What will you learn in this course:
- Explaining different types of Databases
- What is Data Modeling and why it is important
- Database Anomalies and Normalization
- Different types of Data Modeling
- Data modeling case studies
Prerequisites
What are the prerequisites for this course?
- Basic knowledge on Databases
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
1 Lectures
-
Introduction
02:14
02:14
Fundamentals Of Database Concepts
1 Lectures
Conceptual_Logical_Physical_Modeling
1 Lectures
Database Constraints and Anomalies
1 Lectures
Normalization
1 Lectures
Relational Modeling(OLTP) Dimensional Modeling(OLAP)
1 Lectures
Case Study 1 : Data Modeling for Naukri like Job Portals
1 Lectures
Case Study 2 : Data Modeling for Social Media
1 Lectures
Case Study 3: Data Modeling for Matrimonial Sites
1 Lectures
Data Modeling Interview Question
1 Lectures
Instructor Details
Pritha Chakraborty
A Data Enthusiast. Worked in both data modeling and data engineering. I take one-to-one online sessions on Data Modeling, Interview Preparation for Data Engineering Roles, Python. I am also a mentor in one leading technical institute. A lifetime learner. Helped many students or professionals to land their dream roles and switch to their dream jobs
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