Machine Learning is a type of artificial intelligence that helps in predicting more accurate outcomes without the need for complex or long programming. Machine learning is classified into different types: supervised, unsupervised, semi-supervised, and reinforcement learning. 1) Supervised learning uses binary classification, multi-class classification, and regression to train and model data. 2) Unsupervised used clustering, and KNN to train and model data.
Data Analysis and Modelling in ML
Data analysis is a process of cleaning, changing, and modifying data that are relevant for modeling and visualization. Quality data is helpful for efficient modeling and better prediction.
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Python 1117 Version:1.7.1 License: Permissive (MIT)
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Python 101 Version:7.9.0
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Natural Language Processing
NLP helps computers to communicate with humans in their own language and performs functions with that communication.
Python 79099 Version:4.25.1
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Python 2137 Version:0.5.0
Python 2137 Version:0.5.0 License: Permissive (BSD-3-Clause)
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Python 9373 Version:v1.8.1 License: Permissive (MIT)
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Chatbot
These libraries help train chats in text and voice. It uses python and natural language understanding.
Python 15445 Version:3.4.2
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Python 12846 Version:1.0.8 License: Permissive (BSD-3-Clause)
Python 364 Version:Current
Python 364 Version:Current License: Permissive (MIT)
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