Train Faster, Smarter, Better – On Techniques for Training Neural Network Models
Commonly used neural network training optimisation techniques: Transfer Learning, Domain Adaptation and Data Augmentation.
The best practices in programming, a handful of code and the latest trends, tips and innovations in the IT world
Train Faster, Smarter, Better – On Techniques for Training Neural Network Models
Commonly used neural network training optimisation techniques: Transfer Learning, Domain Adaptation and Data Augmentation.
Innovation
2024-05-23
How to Hack, How to Improve a Neural Network?
Active learning as a way to effectively reduce the cost and time required to label training data for neural networks.
Innovation
2024-05-16
Neural Networks Through Magnifying Glass
Neural networks- learn the details of their training, from activation functions to back propagation.
Innovation
2024-05-09
Artificial Neural Networks: how to train them?
Artificial neural networks - discover the stages of their training, starting with the data, through the learning process to testing the model.
Innovation
2024-05-02
Neural networks – introduction
Discover the depths of deep learning with us! In this article, you will learn what secrets neural networks hide.
Innovation
2024-04-25
Kubernetes – what is orchestration and why Docker is not enough?
Discover what Kubernetes is, its fundamental capabilities, and why Docker alone might not be enough for serious production environments.
Programming
2024-04-18
Neural Networks Training with Limited Resources
Neural networks and their training on graphics processing units (GPUs). Learn why GPUs are becoming a popular choice.
InformationInnovation
2024-04-04
CI/CD, SDLC, and other concepts in the DevOps culture
Learn how introducing CI/CD increases the efficiency of teams and the frequency and quality of your company's software deployments.
Programming
2024-03-28
Discover the process of strategic analysis in the IT area: defining goals, strategy, competition and customer needs.
Strategy
2024-03-21
Organization of the IT technology transfer process in the enterprise
The IT technology transfer process: planning, implementation, evaluation - key phases in business challenges and successes.
Strategy
2024-03-07
Types of IT technology strategies
Overview of possible approaches and challenges when optimising IT strategy - types of technology strategies.
ManagementStrategy
2024-02-29
Docker – Do It Right and Securely Part 2
Another portion of good practice in containerisation using Docker software.
Administration
2024-02-22
Docker – Do It Right and Securely Part 1
Discover Docker best practices: official images, versioning, image minimisation, multi-stage build and more!
Administration
2024-02-15
Analysis of the impact of DevOps on the software development process, differences from traditional methods and integration in different stages of the software development lifecycle.
Programming
2024-02-08
Linux – About Shells, Scripts, and Permissions
Discover the world of Linux, learn the differences between shells, how to create bash scripts, and the secrets of granting permissions on the system.
Administration
2024-02-01