Normalization Courses and Certifications

Database design using ER modelling & Normalization technique

165 ratings at Udemy

Learn Database design using examples in a very short period of time.

• Udemy
• 2 hours 11 minutes
• On-Demand
• Paid Course

Society for Industrial and Applied Mathematics

Normalization Effects on Neural Networks: Generalization and High-Dimensional Applications - SIAM FME Talk

Exploring neural network performance, normalization effects, and high-dimensional PDE solving using deep learning. Insights on generalization properties and applications in mathematical finance.

• YouTube
• 57 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Jones-Optimal Partial Evaluation by Specialization-Safe Normalization

Delve into advanced partial evaluation techniques through specialization-safe normalization, exploring Jones-optimality, Futamura projections, and type-checked code generation in meta-programming contexts.

• YouTube
• 21 minutes
• On-Demand
• Free Video

AI Bites

Transformers without Normalization - Paper Explained

Explore how Transformers can function without normalization layers, challenging fundamental assumptions about Layer Norm and RMSNorm in modern LLMs like GPT-4 and LLAMA.

• YouTube
• 13 minutes
• On-Demand
• Free Video

IMSA

Volume Polynomial and Normalization

Explore unprojection theory's interpretation of the fundamental class, extending beyond geometric inspirations for a deeper mathematical understanding.

• YouTube
• 56 minutes
• On-Demand
• Free Video

MITCBMM

Normalization Models of Attention - From Neural Computation to Behavioral Goals

Explore how attention interacts with neural normalization to shape perception and behavior, featuring hands-on MATLAB exercises and computational modeling frameworks for cognitive processing.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Practical Database Design - Blog Schema Normalization to 3NF

44 ratings at Udemy

Master database design fundamentals through hands-on blog schema normalization, covering 1NF to 3NF transformations, entity relationships, and practical design decisions.

• Udemy
• 5 hours 33 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Free Certificate

Statistics for Genomic Data Science

378 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
• On-Demand
• Paid Course

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

5407 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
• On-Demand
• 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
• On-Demand
• Paid Course

Database Management Systems (RDBMS) & Microsoft Fabric SQL

4261 ratings at Udemy

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

• Udemy
• 1 day 58 minutes
• On-Demand
• Paid Course

Database Design

3486 ratings at Udemy

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

• Udemy
• 8 hours 23 minutes
• On-Demand
• Paid Course

Programming Foundations: Databases

7128 ratings at LinkedIn Learning

Learn the fundamentals of database programming. Find out how to build a database, define relationships, and write queries.

• LinkedIn Learning
• 1 hour 27 minutes
• On-Demand
• Free Trial Available

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
• On-Demand
• Paid Course