Minha sacola

    HANDS-ON TIME SERIES ANALYSIS WITH PYTHON

    Favoritar
    Ref:
    1148042

    De: R$ 862,24Por: R$ 603,57ou de

    Preço a vista:R$ 603,57

    Economia de R$ 258,67
    Comprar

    Calcule o frete:

    Para envios internacionais, simule o frete no carrinho de compras.

    Calcule o valor do frete e prazo de entrega para a sua região

    Editora
    ISBN
    Páginas
    Idioma
    Peso
    Acabamento

    Sinopse

    Learn the concepts of time series from traditional to bleeding-edge techniques. This book uses comprehensive examples to clearly illustrate statistical approaches and methods of analyzing time series data and its utilization in the real world. All the code is available in Jupyter notebooks.
    You'll begin by reviewing time series fundamentals, the structure of time series data, pre-processing, and how to craft the features through data wrangling. Next, you'll look at traditional time series techniques like ARMA, SARIMAX, VAR, and VARMA using trending framework like StatsModels and pmdarima.
    The book also explains building classification models using sktime, and covers advanced deep learning-based techniques like ANN, CNN, RNN, LSTM, GRU and Autoencoder to solve time series problem using Tensorflow. It concludes by explaining the popular framework fbprophet for modeling time series analysis. After reading Hands-On Time Series Analysis with Python, you'll be able to apply these new techniques in industries, such as oil and gas, robotics, manufacturing, government, banking, retail, healthcare, and more.
    What You'll Learn:
    - Explains basics to advanced concepts of time series

    - How to design, develop, train, and validate time-series methodologies

    - What are smoothing, ARMA, ARIMA, SARIMA, SRIMAX, VAR, VARMA techniques in time series and how to optimally tune parameters to yield best results

    - Learn how to leverage bleeding-edge techniques such as ANN, CNN, RNN, LSTM, GRU, Autoencoder to solve both Univariate and multivariate problems by using two types of data preparation methods for time series.

    - Univariate and multivariate problem solving using fbprophet.


    Who This Book Is For
    Data scientists, data analysts, financial analysts, and stock market researchers

    Ficha Técnica

    Especificações

    ISBN9781484259917
    SubtítuloFROM BASICS TO BLEEDING EDGE TECHNIQUES
    Pré vendaNão
    Peso590g
    Autor para link
    Livro disponível - pronta entregaNão
    Dimensões23.39 x 15.6 x 2.21
    IdiomaInglês
    Tipo itemLivro Importado
    Número de páginas407
    Número da edição1ª EDIÇÃO - 2020
    Código Interno1148042
    Código de barras9781484259917
    AcabamentoPAPERBACK
    AutorVISHWAS, B. V. | PATEL, ASHISH
    EditoraAPRESS
    Sob encomendaSim

    Conheça outros títulos da coleção

      Este livro é vendido

      SOB ENCOMENDA

      Prazo estimado para disponibilidade em estoque: dias úteis

      (Sujeito aos estoques de nossos fornecedores)

      +

      Prazo do frete selecionado.

      (Veja o prazo total na sacola de compras)

      Comprar