{"product_id":"practical-time-series-analysis-prediction-with-statistics-and-machine-learning-9781492041658","title":"Practical Time Series Analysis: Prediction with Statistics and Machine Learning","description":"\u003cp\u003e • Author(s): Aileen Nielsen\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eTime series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase. \u003c\/p\u003e\u003cp\u003e Covering innovations in time series data analysis and use cases from the real world, this practical guide will help you solve the most common data engineering and analysis challenges in time series, using both traditional statistical and modern machine learning techniques. Author Aileen Nielsen offers an accessible, well-rounded introduction to time series in both R and Python that will have data scientists, software engineers, and researchers up and running quickly. \u003c\/p\u003e\u003cp\u003eYou'll get the guidance you need to confidently: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eFind and wrangle time series data \u003c\/li\u003e\n\u003cli\u003eUndertake exploratory time series data analysis \u003c\/li\u003e\n\u003cli\u003eStore temporal data \u003c\/li\u003e\n\u003cli\u003eSimulate time series data \u003c\/li\u003e\n\u003cli\u003eGenerate and select features for a time series \u003c\/li\u003e\n\u003cli\u003eMeasure error \u003c\/li\u003e\n\u003cli\u003eForecast and classify time series with machine or deep learning \u003c\/li\u003e\n\u003cli\u003eEvaluate accuracy and performance \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45035224891543,"sku":"9781492041658","price":5217.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781492041658.webp?v=1767897255","url":"https:\/\/atlanticbooks.com\/products\/practical-time-series-analysis-prediction-with-statistics-and-machine-learning-9781492041658","provider":"Atlantic Books","version":"1.0","type":"link"}