Tag: Prediction

Authors of the storm meteorologists and the culture of prediction


Free Download Authors of the storm : meteorologists and the culture of prediction By Fine, Gary Alan
2007 | 294 Pages | ISBN: 0226249522 | PDF | 6 MB
Whether it is used as an icebreaker in conversation or as the subject of serious inquiry, "the weather" is one of the few subjects that everyone talks about. And though we recognize the faces that bring us the weather on television, how government meteorologists and forecasters go about their jobs is rarely scrutinized. Given recent weather-related disasters, it’s time we find out more. In Authors of the Storm, Gary Alan Fine offers an inside look at how meteorologists and forecasters predict the weather.Based on field observation and interviews at the Storm Prediction Center in Oklahoma, the National Weather Service in Washington, D.C., and a handful of midwestern outlets, Fine finds a supremely hard-working, insular clique of professionals who often refer to themselves as a "band of brothers." In Fine’s skilled hands, we learn their lingo, how they "read" weather conditions, how forecasts are written, and, of course, how those messages are conveyed to the public. Weather forecasts, he shows, are often shaped as much by social and cultural factors inside local offices as they are by approaching cumulus clouds. By opening up this unique world to us, Authors of the Storm offers a valuable and fascinating glimpse of a crucial profession.

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Intelligent Software Defect Prediction


Free Download Intelligent Software Defect Prediction
English | 2024 | ISBN: 9819928419 | 210 Pages | PDF EPUB (True) | 22 MB
With the increasing complexity of and dependency on software, software products may suffer from low quality, high prices, be hard to maintain, etc. Software defects usually produce incorrect or unexpected results and behaviors. Accordingly, software defect prediction (SDP) is one of the most active research fields in software engineering and plays an important role in software quality assurance. Based on the results of SDP analyses, developers can subsequently conduct defect localization and repair on the basis of reasonable resource allocation, which helps to reduce their maintenance costs.

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Computational Intelligence for Modelling and Prediction


Free Download Computational Intelligence for Modelling and Prediction by Saman K. Halgamuge, Lipo Wang
English | 2005 | ISBN: 3540260714 | 414 Pages | PDF | 8.7 MB
The application of Computational Intelligence in emerging research areas such as Granular Computing, Mechatronics, and Bioinformatics shows its usefulness often emphasized by Prof Lotfi Zadeh, the inventor of fuzzy logic and many others.

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TIME-SERIES WEATHER FORECASTING AND PREDICTION WITH PYTHON


Free Download TIME-SERIES WEATHER: FORECASTING AND PREDICTION WITH PYTHON by Vivian Siahaan, Rismon Hasiholan Sianipar
English | February 18, 2022 | ISBN: N/A | ASIN: B09SWCB1TZ | 302 pages | MOBI | 25 Mb
In this project, we embarked on a journey of exploring time-series weather data and performing forecasting and prediction using Python. The objective was to gain insights into the dataset, visualize feature distributions, analyze year-wise and month-wise patterns, apply ARIMA regression to forecast temperature, and utilize machine learning models to predict weather conditions. Let’s delve into each step of the process.

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DEFAULT LOAN PREDICTION BASED ON CUSTOMER BEHAVIOR Using Machine Learning and Deep Learning with Python


Free Download DEFAULT LOAN PREDICTION BASED ON CUSTOMER BEHAVIOR Using Machine Learning and Deep Learning with Python by Vivian Siahaan, Rismon Sianipar
English | February 8, 2022 | ISBN: N/A | ASIN: B09S3CC7SK | 390 pages | MOBI | 7.79 Mb
In this project, we aim to predict the risk of defaulting on a loan based on customer behavior using machine learning and deep learning techniques. We start by exploring the dataset and understanding its structure and contents.

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CRYPTOCURRENCY PRICE ANALYSIS, PREDICTION, AND FORECASTING USING MACHINE LEARNING WITH PYTHON


Free Download CRYPTOCURRENCY PRICE ANALYSIS, PREDICTION, AND FORECASTING USING MACHINE LEARNING WITH PYTHON by Vivian Siahaan, Rismon Hasiholan Sianipar
English | May 28, 2022 | ISBN: N/A | ASIN: B0B2MT6V71 | 476 pages | PDF | 15 Mb
In this project, we will be conducting a comprehensive analysis, prediction, and forecasting of cryptocurrency prices using machine learning with Python. The dataset we will be working with contains historical cryptocurrency price data, and our main objective is to build models that can accurately predict future price movements and daily returns.

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Numerical Weather Prediction East Asian Perspectives


Free Download Numerical Weather Prediction: East Asian Perspectives by Seon Ki Park
English | EPUB (True) | 2023 | 590 Pages | ISBN : 3031405668 | 208.4 MB
This book describes the history, development, current status of numerical weather prediction (NWP), in both operational and research modes, and various applications of NWP models, which have been made by the scientists in East Asian countries. In particular, it introduces the major contributions to the worldwide NWP community achieved by East Asian scientists, including parameterizations, data assimilation techniques, parameter optimizations, and applications of the NWP models to improve the forecasts of high-impact weather systems in East Asia. This book provides both research scientists and graduate students with basic knowledge and insights on the development of NWP in East Asia.

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