Data Normalization Courses and Certifications

Relational Database Design concepts

61 ratings at Udemy

Comprehensive guide to relational database design, covering schema creation, normalization, and best practices for efficient data structuring and integrity maintenance.

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Corporate Finance Institute

Power Query Fundamentals

18 ratings at Coursera

Learn to extract, transform, and automate data from various sources using Power Query. Master essential skills for Excel analysts to streamline data manipulation and enhance analysis projects.

• Coursera
• 5 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Learn SQL

Master SQL fundamentals through hands-on practice building database tables, writing queries, and learning production-ready techniques for efficient data management and manipulation.

• Boot.dev
• 30 hours
• On-Demand
• Paid Course

Getting Started with Teradata

Comprehensive introduction to Teradata Vantage, covering installation, configuration, data management, and modeling. Equips learners with practical skills for efficient database administration and data analysis.

• Coursera
• 15 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

Preprocessing Unstructured Data for LLM Applications

Learn techniques to process diverse unstructured data for LLM applications, including text extraction, document normalization, and image analysis, to enhance RAG systems with various file formats.

• Coursera
• 4 hours
• On-Demand
• Paid Course

Data Cleaning

2 reviews

Master efficient workflows for cleaning real-world, messy data.

• Kaggle
• 4 hours
• On-Demand
• Free Certificate

CS403: Introduction to Modern Database Systems

1 review

Explore modern database systems, architecture, and languages. Learn relational models, algebra, normalization, and SQL fundamentals for effective data management and querying.

• Saylor Academy
• 42 hours
• On-Demand
• Free Certificate

Learning Relational Databases

706 ratings at LinkedIn Learning

Learn how databases work and how you can start designing one of your own.

• LinkedIn Learning
• 2 hours 43 minutes
• On-Demand
• Free Trial Available

Discusses database concepts, design methodology, features, and tools.

• LinkedIn Learning
• 4-5 hours
• On-Demand
• Free Trial Available

Optimizing SQL Queries in Oracle

254 ratings at Pluralsight

This course introduces SQL programmers and new Oracle database administrators to several methods to make SQL queries execute faster.

• Pluralsight
• 3 hours 47 minutes
• On-Demand
• Free Trial Available

Data Wrangling with Python

119 ratings at Pluralsight

In this course, Data Wrangling with Python, you'll learn about various functions and procedures that will help you get your data in order, providing a clean and well-constructed dataset for further data analysis and machine learning.

• Pluralsight
• 1 hour 20 minutes
• On-Demand
• Free Trial Available

IIT Kharagpur;  NPTEL

Data Base Management System

Databases form the backbone of all major applications today – tightly or loosely coupled, intranet or internet based, financial, social, administrative, and so on

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Applied Machine Learning: Feature Engineering

14 ratings at LinkedIn Learning

Extract the maximum value from your data using feature engineering. Learn how to clean, normalize, and create features to improve the performance of your machine learning models.

• LinkedIn Learning
• 1 hour 42 minutes
• On-Demand
• Free Trial Available

Splunk 9: Employing the Splunk Common Information Model (CIM)

11 ratings at Pluralsight

Splunk is the most popular data analytics platform for security and observability. This course will teach you how to use Splunk’s powerful Common Information Model to normalize data and to build and optimize reports and dashboards.

• Pluralsight
• 39 minutes
• On-Demand
• Free Trial Available

Feature Selection and Extraction in Microsoft Azure

One of the most important aspects of Machine Learning is using the right data in the right format for your models. In this course you will learn how to extract, normalize, and select the best features for your models using Azure Machine Learning Studio.

• Pluralsight
• 1-2 hours
• On-Demand
• Free Trial Available