Prototyping Wiki Archive - Rock the Prototype - Softwareentwicklung & Prototyping

Adapter Pattern

Sascha Block2023-12-10T19:27:22+01:00Tags: Design Pattern, Interface programming, Interfaces, JavaScript, Object orientation, Programming, Programming interface, Software Architecture, Software development, Software interfaces|

The Adapter Pattern is a structural design pattern for software that allows objects with incompatible interfaces to work together. It converts the interface of a class into another interface so that this API then meets the functional requirements and is easily maintainable without changing the source code of the original class. The properties of the Adapter Pattern are always very useful when an API to be adapted is not within the sphere of influence of the software to be changed.

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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

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Artificial Intelligence Act – All the facts about the EU’s AI Act

Sascha Block2024-03-18T12:07:19+01:00Tags: AI, AI Act, Algorithms, Artificial intelligence, Artificial Intelligence Act, Automated facial recognition, Compliance, Decision-making processes, Ethical use of AI, EU, European Union, GDPR, KI Gesetz, KI Gesetze, KI Regularien, KI Regulatorik, KI Vorschriften, Potential of AI, Regulation of AI technologies, Social scoring, Training data|

What is the EU's Artificial Intelligence Act - AI Act for short? The Artificial Intelligence Act (AI Act) is the world's first binding law regulating artificial intelligence (AI). The AI Act was adopted by the European Commission on March 13, 2024, after being introduced as a legislative proposal in April 2021. The AI Act is thus part of a broader European Union (EU) AI strategy that aims to harness the potential of AI while minimizing risks, maximizing opportunities, combating discrimination and ensuring transparency in the use of AI technologies.

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Authentication

Sascha Block2023-10-13T11:40:19+02:00Tags: 2-factor authentication, Authentication, Authentication, biometric features, Biometrics, Cloud, Design Pattern, Design pattern, digital identities, digital identity, Frameworks, IT Security, MFA, Multi-factor authentication, Programming, Programming, Security, Security, Security-Standard, Security-Standards, Software Design, Software Design, Software development, TOTP-based-MFA, Usability, Web App, Web Apps, WebApp, Webbrowser, Website, Websites|

Authentication is a multi-step process in identity management. Authentication in an IT system implements IT security functions that are realized by various security services and components.

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Bootstrapping

Sascha Block2023-12-15T16:09:26+01:00Tags: App, Apps, Bootstrap, Bootstrapping, Container, Containerization, deploy, Deployment, Design Pattern, DevOps tools, Frameworks, Normalization, Object orientation, Programming, Prototype, Software as a service, Software deployment, Software Design, Software development, Software stack|

What is bootstrapping? Bootstrapping is the technical way in which a software stack is defined, i.e. how an application is configured and started. Bootstrapping is therefore a typical deployment process.

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Bridge pattern

Sascha Block2023-12-22T08:04:55+01:00Tags: Abstraction, Bridge design pattern, Bridge object, Design Pattern, Implementation, Object orientation, Programming, Software Architecture, Software Design|

The bridge pattern is a design pattern for software that serves to decouple an abstraction from your implementation so that both software components can be changed independently of each other without influencing each other. Bridge patterns are useful tools for creating flexible, modular and easy-to-maintain systems.

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ChatGPT

Sascha Block2023-12-29T10:55:35+01:00Tags: AI, AI language modells, AI Modells, AI Technologies, AI technology, AlexNet, Context limitations, Dartmouth Conference, Deep Blue, Distortions, GPT-2, GPT-3, ImageNet, Software Architecture, Software Design, Software development, Top-k Sampling, Turing test|

ChatGPT is currently the most powerful AI in the form of a state-of-the-art language processing model, developed by OpenAI, based on the GPT architecture (Generative Pre-trained Transformer). As a variant of the GPT-3 and later the GPT-4 family, this AI model is characterized by its ability to generate human-like texts and respond to a variety of inputs in natural language. AI models are trained using machine learning and a large amount of text data to understand and mimic the patterns and nuances of human language. Artificial intelligence (AI) and AI applications are now extremely diverse, ranging from answering questions and creating content to complex discussions on a wide range of topics.

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Clustering algorithm

Sascha Block2023-12-08T09:52:05+01:00Tags: Agglomerative clustering, Classification, Cluster, Cluster analysis, Cluster centers, Cluster validation, Clustering algorithm, Data analysis, Data clustering, Data preparation, Data set, DBSCAN clustering, Design Pattern, Dimensionality reduction, Distance dimension, Grouping, Hierarchical clustering, K-Means clustering, Mean-shift clustering, Partitioning, Pattern recognition, Programming, Similarity, Smart Data, Software development|

Would you like to know what a clustering algorithm is? Find out what the clustering algorithm is and what you can use it for. We explain how a clustering algorithm works in pseudocode.

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Cybercrime

Sascha Block2024-02-22T08:29:47+01:00Tags: Cyber fraud, Cyber theft, Cybercrime, Cybercrime, Cyberespionage, Cyberstalking, Cyberterrorism, Hacking, Identity theft, Internet fraud|

What is cybercrime? Cybercrime refers to illegal activities that are carried out using the internet or other forms of digital communication. This includes a variety of cybercrimes such as cyber fraud, cyber theft of digital identities, the spread of malware, unauthorized access to data and systems, and attacks on network infrastructures. Cybercrime uses digital technologies as a means to an end. Find out more now!

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