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TensorFlow: TensorFlow is an open-source software library for dataflow and differentiable programming across a range of tasks. It is used for machine learning and deep learning applications, such as neural networks and natural language processing. PyTorch: PyTorch is an open-source machine learning library for Python, which provides tools for building and training deep neural networks. It has gained popularity due to its flexibility and ease of use. Keras: Keras is a high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. It allows for rapid prototyping of deep learning models, with a focus on user-friendliness, modularity, and extensibility. scikit-learn: scikit-learn is a machine learning library for Python that provides simple and efficient tools for data mining and data analysis. It includes algorithms for classification, regression, clustering, and dimensionality reduction, among others. Apache Spark: Apache Spark is an o...

  1 . Z oz ib ini Tun zi ( South Africa ): Z oz ib ini Tun zi is the reigning Miss Universe from 2019 - 2020 . She was born in Ts olo , South Africa and attended the Cape Peninsula University of Technology . She is an advocate for women ’ s empowerment and gender - based violence . She is a strong believer in using her platform to bring light to social causes . 2 . Cat r iona Gray ( Philipp ines ): Cat r iona Gray is the Miss Universe from 2018 - 2019 . She was born in C air ns , Australia but is of Filipino descent . She is a model , singer , and philanthrop ist . She is known for her advocacy work in the Philippines , focusing on education and HIV / AIDS awareness . 3 . Dem i - Le igh N el - P eters ( South Africa ): Dem i - Le igh N el - P eters is the Miss Universe from 2017 - 2018 . She was born in S edge field , South Africa and attended North - West U...