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A pandemia de COVID-19 no 2020 trouxe consigo uma série de desafios que afetaram todas as esferas da sociedade. No campo da educação, o impacto foi especialmente notável. Nesta obra, exploramos sobre as complexidades relacionadas à educação em um mundo que enfrenta desafios sem precedentes, de modo que nos permitamos compreender não apenas o que aconteceu durante a pandemia, mas também as lições que podemos extrair para uma educação mais resiliente e adaptável no futuro.
How many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a discount coupon? How do you establish an optimal pricing strategy? The best way to determine how the levers at our disposal affect the business metrics we want to drive is through causal inference. In this book, author Matheus Facure, senior data scientist at Nubank, explains the largely untapped potential of causal inference for estimating impacts and effects. Managers, data scientists, and business analysts will learn classical causal inference methods like randomized control trials (A/B tests), linear regression, propensity score, synthetic controls, and difference-in-differe...
The story of a year in the life of an ice-age family as experienced by a young girl.
데이터 기반의 통찰력 있는 의사결정을 위한 인과추론, 효율적인 영향력 분석을 통한 성공적인 비즈니스 정책 결정 온라인 마케팅 예산을 1달러 높이면 구매자는 얼마나 늘어날까요? 할인 쿠폰을 받아야만 구매하는 고객은 어떻게 알아낼까요? 최적의 가격 책정 전략은 어떻게 수립할 수 있을까요? 이 질문들처럼 인과추론은 여러분이 관리하는 요소들이 원하는 비즈니스 지표에 어떤 영향을 미치는지 파악하는 데 가장 유용한 방법입니다. 인과추론은 단 몇 줄의 파이썬 코드만으로 쉽게 구현할 수 있습니다. 이 책은 영향력과 효과를 추정하는 데 있어 인과추론이 지닌 아직 활용되지 않은 잠재력을 설명합니다. 관리자, 데이터 과학자, 데이터 분석가를 위한 A/B 테스트, 선형회귀, 성향점수, 통제집단합성법, 이중차분법과 같은 고전적 인과추론 방법과, 이질적 효과 추정을 위한 머신러닝 도입과 같은 현대적 접근법을 실제 응용 사례와 함께 다룹니다.
Architecture of Brazil: 1900-1990 examines the processes that underpin modern Brazilian architecture under various influences and characterizes different understandings of modernity, evident in the chapter topics of this book. Accordingly, the author does not give overall preference to particular architects nor works, with the exception of a few specific works and architects, including Warchavchik, Niemeyer, Lucio Costa, and Vilanova Artigas.
In the context of music therapy, microanalysis is the detailed analysis of that short period of time during a music therapy session during which some kind of significant change takes place. These moments are crucial to the therapeutic process, and there is increasing interest amongst music therapists in understanding how they come about and whether there are ways of initiating them. The contributors to this groundbreaking book look at methods of micro process analyses used in a variety of music therapy contexts, both clinical and research-based. They outline their methods, which include using video and audio materials, interviewing, and monitoring the client's heart rate, and also give examples of the practical application of microanalysis from their clinical experience, including work with clients who have psychiatric illness, autism and other conditions. Microanalyses in Music Therapy provides a wealth of important theoretical and practical information for music therapy clinicians, educators and students.
The biopharmaceutical industry has become an increasingly important player in the global economy, and the success of these products depends on the development and implementation of cost-effective, robust and scaleable production processes. Bioseparations-also called downstream processing- can be a key source of competitive advantageto biopharmaceut
One hundred years ago, architects found in the medium of photography—so good at representing a building’s lines and planes—a necessary way to promote their practices. It soon became apparent, however, that photography did more than reproduce what it depicted. It altered both subject and reception, as architecture in the twentieth century was enlisted as a form of mass communication. Claire Zimmerman reveals how photography profoundly influenced architectural design in the past century, playing an instrumental role in the evolution of modern architecture. Her “picture anthropology” demonstrates how buildings changed irrevocably and substantially through their interaction with photog...
This WEMS Book brings together a selection of papers presented at the International Congress Aqua 2003 held in the historic city of Cartagena, Colombia, in October 2003. A total of 32 papers were selected out of the 87 presentations made at the Congress. They have been grouped in three different categories covering multiple uses of water, natural wastewater treatment, and knowledge transfer in the water sector. The editors wish to acknowledge the time-consuming work of the Scientific Committee refereeing submissions both before and after the event, which resulted in the selection of papers in this volume. The editors are most grateful to the authors of the papers in the volume which contributed to the success of Aqua 2003. The biennial Aqua congresses are becoming one of the most important technical and scientific events related to water management in Latin America. This book is out of print and is unavailable to purchase at this time.