Numpy

List numpy

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  • course modules: -
     the data science: an overview
     data analytics overview
     statistical analysis and business applications
     python environment setup and essentials
     what is mathematical computing with python (numpy)?
     the scientific computing with python (scipy)
     the data manipulation with pandas
     the natural language processing with scikit learn
     the data visualization in python using matplotlib
     web scraping with beautifulsoup
     python integration with hadoop mapreduce and spark
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    course content

    introduction to python
    basic steps
    numpy
    data visualization
    pandas
    exceptions and errors
    introduction to artificial intelligence and machine learning
    data wrangling and manipulation
    supervised learning
    supervised learning-classification
    unsupervised learning
    machine learning pipeline building
    decision tree analysis and ensemble learning
    ai and deep learning introduction
    artificial neural network
    deep neural network & tools
    deep neural net optimization, tuning, interpretability
    convolutional neural net
    recurrent neural networks
    overfit and underfit
    transfer learning
    working with generative adversarial networks
    pytorch

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    Agra (Uttar Pradesh)

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