Normalization Courses and Certifications

Feature Engineering with Pandas and LightGBM

Master feature engineering with Pandas and LightGBM by diagnosing weak predictors, applying transformations, creating binary flags, ratios, and interaction features to boost predictive model performance.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Handling Multivariate Time Series with RNNs

Master multivariate time series forecasting with RNNs using PyTorch on Air Quality data, covering preprocessing, model architecture, training, and evaluation techniques.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Statistics for Genomic Data Science

380 ratings at Coursera

An introduction to the statistics behind the most popular genomic data science projects. This is the sixth course in the Genomic Big Data Science Specialization from Johns Hopkins University.

• Coursera
• 9-10 hours
• Self-Paced
• Paid Course

Introduction to Neural Networks and PyTorch

1909 ratings at Coursera

Learn to build and train deep neural networks using PyTorch, covering tensors, linear regression, logistic regression, CNNs, and transfer learning for practical AI applications.

• Coursera
• 18 hours 4 minutes
• Self-Paced
• Paid Course

The Nature of Data and Relational Database Design

103 ratings at Coursera

Comprehensive overview of data types, database design, and SQL, covering business intelligence, statistics, ERD creation, and practical SQL scripting for effective data management and analysis.

• Coursera
• 6 hours 51 minutes
• Self-Paced
• Paid Course

Relational Database Design

351 ratings at Coursera

Learn to design relational databases from scratch, covering conceptual modeling, conversion to relational models, and normalization techniques. Gain practical skills through real-life mini cases and a comprehensive case study.

• Coursera
• 1 day 10 hours 30 minutes
• Self-Paced
• Paid Course

SQL & Database Design A-Z™: Learn MS SQL Server + PostgreSQL

5410 ratings at Udemy

Learn Both SQL Server & PostgreSQL By Doing. Enhance Your Data Analytics Career With Real World Data Science Exercises

• Udemy
• 12 hours 41 minutes
• Self-Paced
• Paid Course

Database Management Systems (RDBMS) & Microsoft Fabric SQL

4652 ratings at Udemy

Learn DBMS, ER Model, Normalization, SQL, Transactions, Indexing, Views, Stored Procedures & Fabric SQL Essentials.

• Udemy
• 1 day 58 minutes
• Self-Paced
• Paid Course

Learn Database Design with MySQL

4142 ratings at Udemy

A Complete Course to Master Database Design using MySQL

• Udemy
• 6 hours 15 minutes
• Self-Paced
• Paid Course

Database Design

3488 ratings at Udemy

Learn relational database Design with practical concepts and examples. This series works with any database system!

• Udemy
• 8 hours 23 minutes
• Self-Paced
• Paid Course

Database Design Introduction

3386 ratings at Udemy

Prevent typical developer mistakes by learning how to properly create and normalize a relational database

• Udemy
• 1 hour 39 minutes
• Self-Paced
• Paid Course

Deep Learning for Computer Vision

25 ratings at Coursera

Master CNNs, autoencoders, GANs, ResNet, and U-Net architectures to build powerful computer vision models for image classification, generation, and segmentation tasks.

• Coursera
• 14 hours 5 minutes
• Self-Paced
• Paid Course

Career Certificate

Building and Working with Relational Databases

108 ratings at Coursera

Master relational database principles through hands-on SQL, data modeling, and application development, learning to create efficient solutions for business intelligence and decision-making.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Clemson University

Database Management Systems

93 ratings at Coursera

Master database management with MySQL and SQL, covering design, normalization, advanced queries, and NoSQL systems for multi-user database creation and maintenance.

• Coursera
• 1 day 1 hour 28 minutes
• Self-Paced
• Paid Course

MySQL Introduction (Live Online)

22 ratings at CourseHorse

Get familiar with the key building blocks of databases and how to use them efficiently through SQL commands, indexes, and views in this online program.

• CourseHorse
• 12 hours
• Self-Paced
• $999.00