Training: Data Exploration with SQL and NoSQL for AI
Level
BeginnerDuration
16h / 2 daysDate
Individually arrangedPrice
Individually arrangedTraining: Data Exploration with SQL and NoSQL for AI
Discover how to leverage SQL and NoSQL in data analysis for AI! This intensive training, combining workshops and theoretical sessions, focuses on techniques for extracting, processing, and analyzing data using both types of databases, laying the foundation for AI applications.
What will you learn?
- How to work effectively with SQL and NoSQL databases, understanding their strengths and limitations
- How to integrate SQL and NoSQL for comprehensive data analysis
- Advanced data processing techniques in SQL and NoSQL to prepare data for AI analysis
- How to solve real business problems using data processed for AI needs
Who is this training for?
This training is designed for data analysts, data engineers, developers, and anyone interested in applying SQL and NoSQL in AI-related projects.
Training Program
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Day 1: SQL for AI
- Basics of SQL and relational databases
- Overview of SQL syntax, queries, and data operations
- Designing database schemas for data analysis
- Advanced SQL techniques
- Query optimization and indexing for large datasets
- Data aggregation and window functions
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Day 2: NoSQL for AI
- Introduction to NoSQL
- Characteristics of NoSQL databases and their applications in AI
- Working with document-oriented databases and data modeling for NoSQL
- Data analysis with NoSQL
- Techniques for extracting and processing data from NoSQL
- Using NoSQL databases in data modeling for machine learning
