Automation Archive - Rock the Prototype - Softwareentwicklung & Prototyping

AI & Us – Software development & artificial intelligence

Sascha Block2024-06-28T12:38:58+02:00Categories: Artificial intelligence (AI)|Tags: AI, AI, AI Applications, AI applications, AI Frameworks, AI Future, AI software development, AI Technologies, AI technologies, AI Tools, AI Tools, Artificial intelligence, Artificial intelligence, Automation, Automation, Career IT, Coding, Deep learning, Digital transformation, Digital transformation, Innovation, IT Career, machine learning, neural networks, neural networks, neural networks, Programming, Robotics, Robotics, Software development AI, Technology trends|

Artificial intelligence and us Welcome to the first episode

Jetzt weiterlesen

AI Frameworks

Sascha Block2023-12-16T10:14:26+01:00Tags: Algorithms, Apache MXNet, Automation, Caffe, Cloud services, Data analysis, Deep learning, E-learning, Edge Computing, Ethics, Fast.ai, Fraud detection, Game development, IoT, IT Security, Keras, machine learning, medical diagnostics, Microsoft Cognitive Toolkit (CNTK), Model management, natural language processing, NLP, OpenAI Gym, Privacy, PyTorch, Robotics, Scikit-learn, TensorFlow, Theano|

AI frameworks are collections of software libraries, tools and guidelines that are specifically designed for the development of artificial intelligence (AI) are designed. Such frameworks provide developers with a structured starting point with a powerful AI environmentin which they can develop and implement algorithms for machine learning (ML), deep learning, natural language processing (NLP) and other AI-related technologies. Top 10 AI frameworks, Types of AI frameworks, Technological aspects of AI frameworks Application areas and use cases of AI frameworks

Jetzt weiterlesen

API Governance

Sascha Block2025-03-21T11:16:13+01:00Tags: API access control, API Access Controls, API architecture, API audit, API authentication, API authorization, API availability, API benchmarking, API best practices, API business models, API catalogs, API compatibility, API connectivity, API consistency, API control mechanisms, API cost optimization, API curing, API data models, API design, API development, API documentation, API error management, API extensibility, API frameworks, API gateways, API governance, API governance dashboard, API governance framework, API governance tools, API guidelines, API integration, API interfaces, API lifecycle, API linter, API management, API metadata, API monetization, API monitoring, API naming conventions, API observability, API ownership, API performance, API platforms, API policies, API proliferation, API protection measures, API protocols, API provision, API resilience, API risk management, API sandbox, API scalability, API scalability, API security, API security governance, API security scans, API security tests, API Service Level Agreements (SLA), API solutions, API standards, API strategy, API sustainability, API testing, API transparency, API usage analyses, API validation, API versioning, API-Deprecation, API-first strategy, AsyncAPI, Automation, CI/CD-Pipelines, Compliance, Developer Enablement, Interoperability, OAuth, OpenAPI, Policy-as-Code, Rate limiting, Security-by-Design, Self-service platforms, Standardization, Token management|

API governance is a key success factor for secure, scalable, and maintainable interfaces. It ensures consistency, prevents API sprawl, and embeds regulatory requirements directly into the development process. Through standardized guidelines, automated validation mechanisms, and clear ownership, API governance becomes the enabler of a sustainable API strategy — from the first design decision to controlled deprecation.

Jetzt weiterlesen

GitOps – Efficient infrastructure management with Git & Kubernetes

Sascha Block2024-06-06T16:38:03+02:00Tags: Alerts, Ansible, ArgoCD, Audit logging, Automated tests, Automation, Boss, CD-Pipeline, CI-Pipeline, CI/CD-Pipelines, CloudFormation, CNCF, Code Reviews, Collaboration, Compliance, Consistency, Container orchestration, Continuous Deployment, Continuous Integration, Datadog, Declarative infrastructure, Deployment, DevOps practices, Flux, Git-centered administration, Git-Repositories, Git-Workflow, GitHub Actions, GitOps methods, GitOps-Tools, HashiCorp Vault, Helmet, Infrastructure, Infrastructure as Code, Infrastructure changes, Jenkins X, Kubernetes, Kubernetes-Cluster, Kustomize, Monitoring, nfrastructure management, Prometheus, Pull requests, Puppet, Repeatability, Rollbacks, Rollouts, Scalability, Security considerations, Self-healing, Software applications, Synchronization, Terraform, Traceability, Transparency, Versioning, Weaveworks|

What is GitOps? Which 4 basic GitOps principles you should definitely know... Overview and relevance of Git-based workflows in modern software development. Now understand the basics of GitOps and master the core components of GitOps.

Jetzt weiterlesen

Machine Learning

Sascha Block2023-12-10T19:11:37+01:00Tags: Alan Turing, Algorithms, Artificial intelligence, Artificial intelligence programs, artificial neural networks, Automation, Backpropagation, Big Data, Chess program, continuous learning, Convolutional Neural Networks (CNNs), Data, Decision making, Deep learning, Efficiency, Image processing, Logic Theorist, machine learning, Models, natural language processing, Pattern recognition, Perceptron, personalized recommendations, Predictions, Recurrent Neural Networks (RNNs), Turing machine|

Machine learning is a branch of artificial intelligence (AI) that deals with the development of algorithms and models that enable computers to learn from experience and data, recognize patterns and make predictions without being explicitly programmed. The aim of machine learning is to enable computers to learn independently from data and extract information in order to master complex tasks. We explain which concepts are used to do this and how predictions can be made by adapting models to existing data.

Jetzt weiterlesen

Automation

AI & Us – Software development & artificial intelligence

AI Frameworks

API Governance

GitOps – Efficient infrastructure management with Git & Kubernetes

Machine Learning

Cookies von Drittanbietern