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Database to AI: Practical Data Analytics Integration
Coursera
Course
Unknown

Database to AI: Practical Data Analytics Integration

Northeastern University

This course introduces modern database design, modeling, storage technologies, and governance, focusing on data analytics and AI applications.

Unknown4 weeksKK, Arabic, German, UZ

About this Course

This course introduces the fundamental concepts and emerging technologies in database design and modeling, database systems, data storage, and data governance. It presents a balanced theory-practice focus and covers entity relationship model and UML model, relational model, relational databases, Structured Query Language, and two flavors of NoSQL databases in MongoDB and Neo4j graph database. It also includes a brief introduction to big data management including hadoop, MapReduce, and Apache Spark. This course provides the theory and applications of database management to support data analytics, data mining, machine learning, and artificial intelligence

What You'll Learn

  • Present a balanced theory-practice focus in database design
  • Cover entity relationship, UML, relational models, and SQL
  • Introduce NoSQL databases including MongoDB and Neo4j
  • Provide overview of big data management and related technologies

Prerequisites

  • Basic computer and internet skills
  • Ability to read course instructions in English

Instructors

X

Xuemin Jin

Topics

Data Analysis
Data Science
Big Data
Data Storage Technologies
Database Design
Apache Hadoop
Conceptual Design
Database Systems
Database Architecture and Administration
Database Management Systems

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
البيانات الضخمة
تقنيات تخزين البيانات
تصميم قواعد البيانات
Hadoop
التصميم المفاهيمي
أنظمة قواعد البيانات
Database Architecture and Administration
Database Management Systems

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