machine learning Archive - Page 2 of 2 - Rock the Prototype

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.

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Natural Language Processing (NLP)

Sascha Block2025-01-24T15:57:08+01:00Tags: AllenNLP, API integration, Artificial intelligence, Attention mechanism, Azure Text Analytics, BERT, Bias reduction, bidirectional models, Chatbot development, Computational linguistics, computational semantics, Constituent parsing, Context-aware models, Contextual embeddings, Conversational AI, Corpus analysis, Data preprocessing, Deep learning, Dependency parsing, Dialog systems, ethical AI, Fairness in AI, Gated Recurrent Unit (GRU), GloVe, Google Cloud NLP, GPT, Handling sensitive data, Hugging Face, IBM Watson, Information retrieval, Language comprehension, Language models, Lemmatization, Long Short-Term Memory (LSTM), machine learning, morphological analysis, Multilingual NLP, Named Entity Recognition (NER), natural language processing, neural networks, NLP, NLTK, NLU (Natural Language Understanding), OpenNLP, Parsing algorithms, Privacy, PyTorch, Question answer, recurrent neural networks (RNN), Self-Attention, semantic analysis, Sentiment analysis, Sentiment classification, Sequence modeling, spaCy, Speech recognition, Speech-to-text, Stemming, syntactic analysis, TensorFlow, Text analysis, Text classification, Text generation, Text mining, Text parsing, Text summary, Text-to-speech, Tokenization, Transformer models, virtual assistants, Word embeddings, Word type tagging, Word2Vec|

Natural Language Processing (NLP) - a highly specialized subfield of artificial intelligence (AI) How do machines understand human language? Natural Language Processing is the key to bridging the gap between humans and machines

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Scripting languages

Sascha Block2025-01-02T15:09:00+01:00Tags: Data Science, Data visualization, machine learning, Object-oriented programming, Programming, Programming language, Programming languages, Script language, Software Design, Software development|

A scripting language is typically a programming language designed for the rapid writing of small to medium-sized programs or scripts to automate tasks without the need for complex programming structures or compilation.

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machine learning