Course Outline
Introduction
- Overview of kdb+ and its use cases
- Understanding column-oriented databases vs. row-oriented databases
Setting Up kdb+ Environment
- Installation and configuration
- Basic commands and data structures in q
Vectors and Lists in q
- Working with vector-based operations
- Understanding lists and dictionaries
Tables in kdb+
- Creating and manipulating tables
- Loading and importing data sets
Scripting in q
- Writing simple to complex scripts
- Defining functions and understanding their applications
Advanced q Features
- Working with conditional operations and control flow
- Error handling and debugging
Time Series Concepts
- Introduction to time series data
- Working with timestamps and time zones
Querying Time Series Data
- Selecting and analyzing time-based records
- Applying moving averages and other statistical functions
High-Frequency Trading Analysis
- Using kdb+ for financial market data
- Simulating real-time data processing
Extending kdb+ to Other Use Cases
- Telecommunications data analysis
- Sensor data and IoT monitoring
- Network and machine usage monitoring
Summary and Next Steps
Requirements
- An understanding of statistics
- Experience in the financial industry is helpful
- An understanding of relational databases
- Some experience with programming is helpful, but not required
Audience
- Developers
- Database engineers
- Data scientists
- Data analysts
Testimonials (5)
All the topics which he covered including examples. And also explained how they are helpful in our daily job.
madduri madduri - Boskalis Singapore Pte Ltd
Course - QGIS for Geographic Information System
I liked Pablo's style, the fact that he covered a lot of subjects from report design , customization with html to implementing simple ML algortithms. Good balance theoretical information / exercices. Pablo really covered all topics i was interested in and gave comprehensive answers to my questions.
Cristian Tudose - SC Automobile Dacia SA
Course - Advanced Data Analysis with TIBCO Spotfire
Actual application of spotfire and all basic functions.
Michael Capili - STMicroelectronics, Inc.
Course - Introduction to Spotfire
The thing I liked the most about the training was the organization and the location
Hamid Tuama - Ability with Innovation General Contracting (DMCC Branch)
Course - ArcGIS for Spatial Analysis
I genuinely enjoyed the lots of labs and practices.