{"product_id":"data-collection-and-analysis-in-hostile-environments-paperback","title":"Data Collection and Analysis in Hostile Environments - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eHoren Kuecuekyan\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKnow the data collection and contemporary tooling landscape, including available machine learning algorithms, Generative Adversary Networks (GANs), and Large Language Models (LLMs).\u003c\/strong\u003e \u003cstrong\u003eThe primary objective of any data collection is to extract and analyze the data for various purposes. This book emphasizes human behavior in hostile and conflict zones.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eOver the past several decades, the practice of data collection has undergone a transformative evolution. It began with paper forms, in-person interviews, and observations, and progressed to sophisticated digital systems capable of gathering vast amounts of information almost in real-time. The advent of the digital revolution has fundamentally transformed the data collection landscape and democratized data collection. We delve into this transition, explaining the techniques employed over time.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eData analysis techniques are contingent upon the content and the goal of the analysis. The specific form of data collected in hostile and conflict zones necessitates additional preprocessing steps. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe author has over three decades of experience developing and implementing machine learning algorithms. He draws upon this expertise to provide comprehensive explanations of many approaches.\u003c\/p\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 128\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.27 x 9 x 6 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e January 22, 2025\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":43154781929535,"sku":"9781634626231","price":51.78,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/kxT5bPB5P89781634626231.webp?v=1776959305","url":"https:\/\/dhlswag.com\/products\/data-collection-and-analysis-in-hostile-environments-paperback","provider":"BBB","version":"1.0","type":"link"}