Data Exploration with SQL and NoSQL for AI Training

Infoshare is the largest tech community in CEE and the organizer of the leading tech conference in Gdańsk. It connects startups, investors, corporations, and innovation enthusiasts. It promotes entrepreneurship, knowledge sharing, and networking. Through events, competitions, and programs, it supports the development of the tech ecosystem in Poland and the region.

Discover how to use SQL and NoSQL in data analysis for AI! This intensive training, consisting of workshops and theoretical sessions, will focus on techniques for extracting, processing, and analyzing data using both types of databases, laying the groundwork for AI applications.

• The training is aimed at data analysts, data engineers, programmers, and anyone interested in using SQL and NoSQL in AI-related projects.

• Effective work with SQL and NoSQL databases, understanding their strengths and limitations
• Integration of SQL and NoSQL for comprehensive data analysis
• Advanced data processing techniques in SQL and NoSQL, preparing for AI analysis
• Solving real business problems using data processed for AI needs

• 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

• DAY 2: NOSQL FOR AI
   • Introduction to NoSQL
   • Characteristics of NoSQL databases and their application in AI
   • Working with document 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

16 h/2 days