UDDANNELSE – EDUCATION
Erhvervsakademi Aarhus – https://www.eaaa.dk/
Professionsbachelor i Softwareudvikling – Professional bachelor in software development
Databaser for udviklere – SQL Server
- Introduktion of T-SQL konstruktioner
- Nyere ting i SQL Server og videre med T-SQL
- Performance introduktion
- Treebased indexes
- Optimering og optimizer
- Valg af indeks
- Tabeldesign
- Samtidighedskontrol
- Samtidighedskontrol
- Databaseadministration
- ORM og Entity Framework
- Andre DB-anvendelser og modeller
Test (Equal to ISTQB Certification) – Strategies to deliver stable applications
- Test driven development (TDD)
- Blackbox techniques
- Whitebox testing
- Test process and management
- Test planning
- Exploratory testing
- Test tools
- Test automation
Systemintegration – Strategies for communication between Micro-Services
- https://www.enterpriseintegrationpatterns.com/patterns/messaging/index.html
- https://www.enterpriseintegrationpatterns.com/patterns/messaging/toc.html
- Introduktion til Systemintegration
- Integrationstyper
- Introduktion til Enterprise Architecture
- Enterprise Integration Patterns
- Technical&Service Integration Architecture
- Information Integration Architecture
- Business Process Integration Architecture
- Systemudviklingsmetoder for Systemintegrations Projekter
- SOA og Web Services
- Cloud – Systemintegration
Udvikling af store systemer – Strategies for horizontal scaling applications in the Cloud
- Horizontal Scalability
- Continuous Integration
- Cloud Patterns
- Caching
- Staffing a Scalable Organization
- Building Processes for Scale
- Architecting Scalable Solutions
- Monitorering – Planlægning af Datacentre
- Performance test
- Cloud Computing
It-sikkerhed i softwareudvikling – Software Security
- OWASP og XSS
- SQL-injection & Code Review
- XSRF
- Symmetrisk Kryptering
- Hashing og encoding
- Assymetrisk Kryptering
- Key Containers
- Digital Signatures
- TLSDeffie Hellman
- Buffer Overflow og Code Review
- AAA og OAUTH
- OAUTH contd., Auditability & Logging
- Processer, Compliance, Standards
Machine learning
- Linear Regression & Polynomiel Regression
- Overfitting, underfitting, cross validation
- Gradient Descent for optimization.
- Model improvements through regularization.
- DataScience examples, with the Jupyter framework.
- Supervised & Unsupervised learning.
- Logistic Regression & Support Vector Machines.
- Clustering (k-means), Decision Trees, Random Forest and Ensemble Learning.
- Neurale Net
- Including Hyperparameter tuning. Backpropagation, Adam optimization and more)
- Convolutional Neural Nets.
- Confusion Matrix
- Precision and recall. ROC curves
- Model improvements through PCA Dimensionality Reduction.
- Working with real data. Data cleaning. Problem framing.
- Training a model.
- Creative neurale nets through Generative Adversarial Networks.
- Reinforcement Learning.
Datamatiker – Computer Science
- .Net, Java, Python, NodeJS, ExpressJs, Javascript, Html, CSS, MONDODB, SQL
- Design Patterns
- System udvilking (Scrum, UML etc.)
- Algoritmer
- IPhone App Udvikling
- Forretning og IT
Progressiv Web Apps – ReactJS
E-LEARNING
Design Patterns In C# and .NET
Udemy.com – Dmitri Nesteruk – https://www.udemy.com/course/design-patterns-csharp-dotnet/
Angular
Udemy.com – Maximilian – https://www.udemy.com/course/the-complete-guide-to-angular-2/
ReactJS
Udemy.com – Maximilian – https://www.udemy.com/course/react-the-complete-guide-incl-redux/
VueJs
Udemy.com – Underviser: Maximilian – https://www.udemy.com/course/vuejs-2-the-complete-guide/
Git Essential Training: The Basics
Lynda.com – Kevin Skoglund – https://www.linkedin.com/learning/git-essential-training-the-basics
Git Intermediate Techniques
Lynda.com – Kevin Skoglund – https://www.linkedin.com/learning/git-intermediate-techniques
TEKNOLOGI
BACKEND
- NET Core
- NodeJS, Express, NestJs
- Laravel
- MS SQL Server, MySQL, MongoDB
FRONTEND
- Vue, React, Angular
- Javascript, Typescript
- CSS, Sass, Less
TOOLS
- Docker, VirtualBox
- Python
- WordPress, Php
- Linux Bash/Shell
- Powershell, Bat
GIT
- Branching strategies & Pull requests
- Github Actions CI/CD Pipeline. Test & Deploy to Azure, Amazon, Google Cloud Engine, Heroku
- Github Actions to Automate Issues and Scrum Sprints
- Github, Bitbucket, Jira, Trello
Relevant arbejde
Tidligere Kariere
