Programming Training in Slovenia

Artificial Intelligence with Python is the development of intelligent systems using Python’s extensive ecosystem of AI and machine learning libraries.

This instructor-led, live training (online or onsite) is aimed at intermediate-level Python programmers who wish to design, implement, and deploy AI solutions using Python.

By the end of this training, participants will be able to:

• Implement AI algorithms using Python’s core AI libraries.
• Work with supervised, unsupervised, and reinforcement learning models.
• Integrate AI solutions into existing applications and workflows.
• Evaluate model performance and optimize for accuracy and efficiency.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

This instructor-led, live training in Slovenia (online or onsite) is aimed at expert-level data analysts who wish to leverage Python's data analysis capabilities within Power BI, enhancing their ability to analyze and visualize data effectively.

By the end of this training, participants will be able to:

• Learn how Python can be integrated into Power BI for data analysis.
• Use Python scripts to load, clean, and preprocess data within the Power BI environment.
• Enhance data visualization capabilities by creating custom and interactive visualizations using Python.
• Acquire advanced data analysis skills using Python.

Python is a versatile programming language widely used for data manipulation, automation, and analytics. Libraries like Pandas and Polars provide powerful, practical tools for working with tabular data at scale.

This instructor-led, live training (online or onsite) is aimed at beginner-level to intermediate-level professionals who wish to apply Python for everyday data analysis, file processing, and process automation using Pandas and Polars.

By the end of this training, participants will be able to:

• Use Python to read, transform, and write CSV and Excel files.
• Perform common data cleaning and transformation tasks with Pandas and Polars.
• Automate repetitive data processes with Python scripts.
• Package simple scripts into executables and follow best practices for projects.

Format of the Course

• Interactive coding demonstrations and short lectures.
• Hands-on exercises with guided code examples.
• Practical mini-projects to automate real-world tasks.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

This instructor-led, live training in Slovenia (online or onsite) is aimed at developers and embedded systems engineers who wish to leverage Rust for embedded systems programming and gain the necessary skills to develop robust and efficient embedded applications.

By the end of this training, participants will be able to:

• Set up a development environment for Rust embedded systems programming.
• Understand and work with microcontrollers and their peripherals using Rust.
• Write efficient and reliable code for resource-constrained embedded systems.
• Handle concurrency and real-time requirements in embedded applications.
• Interface with hardware and use low-level abstractions in Rust.
• Apply power management and low-power optimization techniques in embedded systems.

This instructor-led, live training in Slovenia (online or onsite) is aimed at data scientists and developers who wish to use ML.NET machine learning models to automatically derive projections from executed data analysis for enterprise applications.

By the end of this training, participants will be able to:

• Install ML.NET and integrate it into the application development environment.
• Understand the machine learning principles behind ML.NET tools and algorithms.
• Build and train machine learning models to perform predictions with the provided data smartly.
• Evaluate the performance of a machine learning model using the ML.NET metrics.
• Optimize the accuracy of the existing machine learning models based on the ML.NET framework.
• Apply the machine learning concepts of ML.NET to other data science applications.

This instructor-led, live training in Slovenia (online or onsite) is aimed at intermediate-level Java developers who wish to design, develop, deploy, and maintain microservices-based applications using Java frameworks like Spring Boot and Spring Cloud.

By the end of this training, participants will be able to:

• Understand the principles and benefits of microservices architecture.
• Build and deploy microservices using Java and Spring Boot.
• Implement service discovery, configuration management, and API gateways.
• Secure, monitor, and scale microservices effectively.
• Deploy microservices using Docker and Kubernetes.

This instructor-led, live training in Slovenia (available online or onsite) is tailored for intermediate to advanced developers seeking to master the development of microservices using Spring Boot, Docker, and Kubernetes.

By the end of this training, participants will be able to:

• Comprehend microservices architecture principles.
• Build production-ready microservices using Spring Boot.
• Understand the critical role of Docker in containerizing microservices.
• Configure Kubernetes clusters to deploy and orchestrate microservices.

Overview

Node.js is a platform for easily building fast, scalable network applications. Learn how to use the event-driven, non-blocking I/O model to build data-intensive real-time applications that run across distributed devices. We will explore the design choices that make Node.js unique, how this changes the way applications are built and how systems of applications work most effectively in this model. Learn how to create modular code that’s robust, expressive and clear. Understand when to use callbacks, event emitters and streams. Use streams to easily manipulate data that would be impossible to fit in application memory. Gain confidence in handling errors effectively to ensure runtime reliability. The course has extensive lab exercises to reinforce the concepts and techniques covered.

Objectives

On completion of this course, students will be able to:

• Clearly understand the platform design choices that led to Node.js choosing an event loop and what this means for applications built on that foundation.
• Understand the unique trade-offs present in event-driven programming.
• Create Node.js modules and express code modularity in an application.
• Understand the core flow control patterns in Node.js and know when it is appropriate to use callbacks, event emitters or streams.
• Create and manipulate buffers efficiently.
• Understand how to manage error state and know when a process should exit due to an error.
• Build network applications with Node.js.

This course is designed for those wishing to learn the Python programming language. The emphasis is on the Python language, the core libraries, as well as on the selection of the best and most useful libraries developed by the Python community. Python drives businesses and is used by scientists all over the world – it is one of the most popular programming languages.

The course can be delivered using the latest Python version 3.x with practical exercises making use of the full power. This course can be delivered on any operating system (all flavours of UNIX, including Linux and Mac OS X, as well as Microsoft Windows).

The practical exercises constitute about 70% of the course time, and around 30% are demonstrations and presentations. Discussions and questions can be asked throughout the course.

Note: the training can be tailored to specific needs upon prior request ahead of the proposed course date.

This course is designed for those wishing to learn the Python programming language. The emphasis is on the Python language, the core libraries, as well as on the selection of the best and most useful libraries developed by the Python community. Python drives businesses and is used by scientists all over the world – it is one of the most popular programming languages.

In this instructor-led, live training in Slovenia, participants will learn the most relevant and cutting-edge machine learning techniques in Python as they build a series of demo applications involving image, music, text, and financial data.

By the end of this training, participants will be able to:

• Implement machine learning algorithms and techniques for solving complex problems.
• Apply deep learning and semi-supervised learning to applications involving image, music, text, and financial data.
• Push Python algorithms to their maximum potential.
• Use libraries and packages such as NumPy and Theano.

This instructor-led, live training in Slovenia (online or onsite) introduces participants to automated testing with Selenium WebDriver and C# in Visual Studio. If you do not have C# programming experience or wish to brush up on C#, please check out the course: C# for Automation Test Engineers.

This instructor-led, live training in Slovenia (online or onsite) is aimed at developers who wish to build React components and design complex applications.

By the end of this training, participants will be able to:

• Understand React's advanced concepts, including context APIs, HOCs, external state, asynchronous APIs, etc.
• Build composable components with React.
• Enable server side and client side authentication.
• Implement React and Redux libraries to manage complex stateful applications.
• Reduce code and optimize an application's performance.
• Test and deploy an application.

Writing secure C and C++ code requires rigorous defense against malicious exploitation, memory corruption, and input validation bypasses. This program examines vulnerability patterns including buffer overflows, use-after-free, integer overflows, and type confusion. Participants apply secure coding guidelines, static analysis tools, and defensive programming techniques to eliminate weaknesses, enforce input sanitization, and deliver hardened software resilient against cyberattacks.

The course provides essential skills for PHP developers necessary to make their applications resistant to contemporary attacks through the Internet. Web vulnerabilities are discussed through PHP-based examples going beyond the OWASP top ten, tackling various injection attacks, script injections, attacks against session handling of PHP, insecure direct object references, issues with file upload, and many others. PHP-related vulnerabilities are introduced grouped into the standard vulnerability types of missing or improper input validation, incorrect error and exception handling, improper use of security features and time- and state-related problems. For this latter we discuss attacks like the open_basedir circumvention, denial-of-service through magic float or the hash table collision attack. In all cases participants will get familiar with the most important techniques and functions to be used to mitigate the enlisted risks.

A special focus is given to client-side security tackling security issues of JavaScript, Ajax and HTML5. A number of security-related extensions to PHP are introduced like hash, mcrypt and OpenSSL for cryptography, or Ctype, ext/filter and HTML Purifier for input validation. The best hardening practices are given in connection with PHP configuration (setting php.ini), Apache and the server in general. Finally, an overview is given to various security testing tools and techniques which developers and testers can use, including security scanners, penetration testing and exploit packs, sniffers, proxy servers, fuzzing tools and static source code analyzers.

Both the introduction of vulnerabilities and the configuration practices are supported by a number of hands-on exercises demonstrating the consequences of successful attacks, showing how to apply mitigation techniques and introducing the use of various extensions and tools.

Participants attending this course will

• Understand basic concepts of security, IT security and secure coding
• Learn Web vulnerabilities beyond OWASP Top Ten and know how to avoid them
• Learn client-side vulnerabilities and secure coding practices
• Have a practical understanding of cryptography
• Learn to use various security features of PHP
• Learn about typical coding mistakes and how to avoid them
• Be informed about recent vulnerabilities of the PHP framework
• Get practical knowledge in using security testing tools
• Get sources and further readings on secure coding practices

Audience

Developers

This instructor-led, live training in Slovenia (online or onsite) is aimed at intermediate-level PHP developers who wish to apply design patterns effectively in their projects.

By the end of this training, participants will be able to:

• Understand the purpose and benefits of design patterns.
• Identify and implement appropriate design patterns for common scenarios.
• Structure PHP applications using industry-recognized best practices.
• Integrate patterns into modern frameworks such as Symfony or Zend.

The training is designed for JavaScript developers, designing and implementing advanced Internet applications. Topics discussed during the training aimed at bringing best practices in JavaScript programming and highlight the most common mistakes. An important point of the training is to discuss the available object-oriented programming with JavaScript syntax.

• To learn the fundamentals of PowerShell from the command line and via scripts
• To take a deep dive in to the underlying technologies in use with PowerShell
• To learn how to automate common operations using PowerShell
• We will look at PowerShell in Windows and in Windows Servers such as SQL, Exchange and System Center

This instructor-led, live training (online or onsite) is aimed at advanced level users.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

Computer Vision is a field that involves automatically extracting, analyzing, and understanding useful information from digital media. Python is a high-level programming language famous for its clear syntax and code readibility.

In this instructor-led, live training, participants will learn the basics of Computer Vision as they step through the creation of set of simple Computer Vision application using Python.

By the end of this training, participants will be able to:

• Understand the basics of Computer Vision
• Use Python to implement Computer Vision tasks
• Build their own face, object, and motion detection systems

Audience

• Python programmers interested in Computer Vision

Format of the course

• Part lecture, part discussion, exercises and heavy hands-on practice

This instructor-led, live training in Slovenia provides in-depth coverage of Qt and its modules.

By the end of this training, participants will have the necessary knowledge and practice to develop their own C++ application using Qt.

This instructor-led, live training in Slovenia (online or onsite) is aimed at web designers who wish to build cross platform and dynamic UIs using Qt Quick and QML.

By the end of this training, participants will be able to:

• Design prototypes for application UIs using QML.
• Create and implement an application's UI elements using QML.
• Implement animations, transforms, and transitions to create a more responsive experience for users of the application.

___ is ___.

This instructor-led, live training (online or onsite) is aimed at beginner-level / intermediate-level / advanced-level ___ who wish to use ___ to ___.

By the end of this training, participants will be able to:

• Install and configure ___.
• ___. 
• ___. 
• ___. 

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

In this instructor-led, live training in Slovenia, we demonstrate React's power and flexibility, compare it to alternative frameworks, and walk participants step-by-step through the creation of their own React application.

By the end of this course, participants will be able to:

• Understand React's design philosophy.
• Decide when and where it makes sense to use React, and when to rethink the conventional MVC model.
• Understand React concepts such as components, props, state, and lifecycle.
• Implement related technologies such as Babel, Webpack, and JSX.
• Build, test and deploy an interactive web application.

This course contains a comprehensive material about MATLAB as a powerful simulation tool for communications. The aim of this course is to introduce MATLAB not only as a general programming language, rather, the role of the extremely powerful MATLAB capabilities as a simulation tool is emphasized. The examples given to illustrate the material of the course is not just a direct use of MATLAB commands, instead they often represent real problems.

UiPath is an RPA (Robotic Process Automation) tool for automating an organization's everyday tasks, freeing employees from the daily routine of rote work. UiPath uses diagrams, flowcharts and drag and drop options to define activities for automation. It allows for convenient administration of rules-based tasks and allows components to be shared and reused among different projects and teams.

• The UiPath extensible architecture uses predictive analytics, cognitive capabilities and artificial intelligence to automate complex processes.

In this instructor-led, live training (onsite or remote), participants will learn how to create an automation workflow, manipulate data within the workflow, debug issues and set up the necessary end-to-end infrastructure needed to deploy a full-fledged robotic workflow.

By the end of this training, participants will be able to:

• Design, deploy and manage a robotic workforce that mimics real employees.
• Apply this RPA solution to various business areas, including finance, BPO, software, and insurance.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

This instructor-led, live training in Slovenia (online or onsite) is aimed at developers who wish to use Vuetify.js to build beautiful interfaces for single-page applications.

By the end of this training, participants will be able to:

• Install and configure Vuetify.js.
• Understand the principles behind Material Design.
• Create a single page application with an advanced UI using Vue.js and Vuetify.js.

Lua is an easy to use scripting language that is used as an embedded plugin/extension language in different products. For example, it is the embedded scripting language of network applications like nmap and wireshark, and can also be found as a scripting language in World of Warcraft, Orbiter and other games.

Lua can also be used as a standalone language. It is a lightweight, multi-paradigm programming language and therefore the course teaches various concepts that students will find useful in other areas of software engineering as well.

This course covers the basic programming constructs in Lua and contains a lot of programming exercises, so that newcomers can gain proficiency with the language, starting from scratch.

After completing the course the students will be able to write middle sized standalone Lua programs and script software products where Lua is the embedded language.

This instructor-led, live training (online or onsite) is aimed at developers who wish to reduce the cost and complexity of managing state in large data-driven web applications.

By the end of this training, participants will be able to:

• Reduce the complexity of very large projects where managing state is difficult to maintain.
• Minimize an application's state processes.
• Reduce the time needed to develop complex data-oriented web applications.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.
• To learn more about NgRx, please visit: https://ngrx.io/

This instructor-led, live training in Slovenia (online or onsite) is aimed at beginner-level to intermediate-level developers who wish to build dynamic, modern web applications using Angular 2.

By the end of this training, participants will be able to:

• Set up and configure Angular 2 projects.
• Utilize Angular 2's features and improvements.
• Develop robust, scalable applications using Angular 2.
• Implement best practices for code organization and architecture.
• Integrate Angular applications with RESTful APIs.