Welcome to the INNOKREA blog!

Your source of knowledge about technologies

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

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.

AIInnovation

How to Hack, How to Improve a Neural Network?

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.

AIInnovation

Neural Networks Through Magnifying Glass

Neural Networks Through Magnifying Glass

Neural networks- learn the details of their training, from activation functions to back propagation.

AIInnovation

Artificial Neural Networks: how to train them?

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.

AIInnovation

Neural networks – introduction

Neural networks – introduction

Discover the depths of deep learning with us! In this article, you will learn what secrets neural networks hide.

AIInnovation

Kubernetes – what is orchestration and why Docker is not enough?

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.

AdministrationProgramming

Neural Networks Training with Limited Resources

Neural Networks Training with Limited Resources

Neural networks and their training on graphics processing units (GPUs). Learn why GPUs are becoming a popular choice.

AIInnovation

CI/CD, SDLC, and other concepts in the DevOps culture

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.

AdministrationProgramming

IT Strategic Analysis

IT Strategic Analysis

Discover the process of strategic analysis in the IT area: defining goals, strategy, competition and customer needs.

Strategy

Organization of the IT technology transfer process in the enterprise

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

Types of IT technology strategies

Types of IT technology strategies

Overview of possible approaches and challenges when optimising IT strategy - types of technology strategies.

ManagementStrategy

Docker – Do It Right and Securely Part 2

Docker – Do It Right and Securely Part 2

Another portion of good practice in containerisation using Docker software.

Administration

Docker – Do It Right and Securely Part 1

Docker – Do It Right and Securely Part 1

Discover Docker best practices: official images, versioning, image minimisation, multi-stage build and more!

Administration

SDLC and DevOps Culture

SDLC and DevOps Culture

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.

AdministrationProgramming

Linux – About Shells, Scripts, and Permissions

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