Get a step ahead of your competitors with insights from over 30 Kaggle Masters and Grandmasters. Discover tips, tricks, and best practices for competing effectively on Kaggle and becoming a better data scientist. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key Features Learn how Kaggle works and how to make the most of competitions from over 30 expert Kagglers Sharpen your modeling skills with ensembling, feature engineering, adversarial validation and AutoML A concise collection of smart data handling techniques for modeling and parameter tuning Book DescriptionMillions of data enthusiasts from around the world compete on Kaggle, the most famous data science competition platform of them all. Participating in Kaggle competitions is a surefire way to improve your data analysis skills, network with an amazing community of data scientists, and gain valuable experience to help grow your career. The first book of its kind, The Kaggle Book assembles in one place the techniques and skills you’ll need for success in competitions, data science projects, and beyond. Two Kaggle Grandmasters walk you through modeling strategies you won’t easily find elsewhere, and the knowledge they’ve accumulated along the way. As well as Kaggle-specific tips, you’ll learn more general techniques for approaching tasks based on image, tabular, textual data, and reinforcement learning. You’ll design better validation schemes and work more comfortably with different evaluation metrics. Whether you want to climb the ranks of Kaggle, build some more data science skills, or improve the accuracy of your existing models, this book is for you. Plus, join our Discord Community to learn along with more than 1,000 members and meet like-minded people!What you will learn Get acquainted with Kaggle as a competition platform Make the most of Kaggle Notebooks, Datasets, and Discussion forums Create a portfolio of projects and ideas to get further in your career Design k-fold and probabilistic validation schemes Get to grips with common and never-before-seen evaluation metrics Understand binary and multi-class classification and object detection Approach NLP and time series tasks more effectively Handle simulation and optimization competitions on Kaggle Who this book is for This book is suitable for anyone new to Kaggle, veteran users, and anyone in between. Data analysts/scientists who are trying to do better in Kaggle competitions and secure jobs with tech giants will find this book useful. A basic understanding of machine learning concepts will help you make the most of this book.
Following up on their previous volume, Called to Be Church: The Book of Acts for a New Day, biblical scholar Robert Wall and pastoral leader Anthony Robinson here join forces again. Featuring both exegetical study and dynamic contemporary exposition, each chapter of Called to Lead first interprets the text of 1 and 2 Timothy as Scripture and then engages 1 and 2 Timothy for today's church leaders. The book covers many vexing issues faced by church leaders then and now -- such issues as the use of money, leadership succession, pastoral authority, and the role of Scripture. Through it all, Called to Lead shows how Timothy remains a text of great value for the church today
Attuned to the complexities of real-world clinical situations, this authoritative volume belongs on the desks of practitioners, researchers, and students in clinical and counseling psychology, psychiatry, and social work, as well as health care administrators and planners. In the classroom, it serves as a uniquely informative text in advanced undergraduate- and graduate-level courses in psychotherapy research and clinical practice."--BOOK JACKET.
This acclaimed work provides a systematic, comprehensive, and balanced evaluation of the current status of all major psychotherapeutic approaches. With a primary focus on adults, detailed evidence is presented for the efficacy of widely used interventions for frequently encountered mental disorders and specific populations. The book also explains the concepts that underpin psychotherapy research, examines methodological challenges in translating research into practice, and considers the impact on outcome of factors common to all therapies, such as therapist and patient characteristics.
(Applause Books). Anthony Burgess was the author of over 50 books, including his best known novel, "A Clockwork Orange." But Burgess always emphasized music as the ruling passion in his creative life. Largely self-taught in music, Burgess composed his first symphony before he was twenty, many years before his first novel, and he was the composer of over 65 musical works. In these deeply insightful meditations, the renowned writer explores the meaning of music, the intention of the composer and the process of composition, and the seemingly elusive relationships between literature and music. Burgess shows how "the process of literary composition are revealed by the writers themselves" and then gathers evidence to understand the "inexplicable magic" of the details of the operation of music what is music's "intelligibility"? From Shakespeare to the lyric verse of Gerard Manley Hopkins, from the modernists T.S. Eliot and James Joyce to the modern lyricists Lorenz Hart and Stephen Sondheim, Burgess reveals how prose writers have struggled to tap the inherent musicality of their material. This treasured classic, at last back in print, provides a fascinating perspective on the mutually enriching relationship of these two creative arts by a man who mastered them both.
The history of Black-Jewish relations from the beginning of the twentieth century shows that, while they were sometimes partners of convenience, there was also a deep suspicion of each other that broke out into frequent public exchanges. During the twentieth century, the entanglements of both groups have, at times, provided an important impetus for social justice in the United States and, at other times, have been the cause of great tension. The Ocean Hill-Brownsville Conflict explores this fraught relationship, which is evident in the intellectual lives of these communities. The tension was as apparent in the life and works of Marcus Garvey, Richard Wright, and James Baldwin as it was in the exchanges between blacks and Jews in intellectual periodicals and journals in the 1940s, 1950s, and 1960s. The Ocean Hill–Brownsville conflict was rooted in this tension and the longstanding differences over community control of school districts and racial preferences.
In a brief moment in time, Michael Rabin left an indelible impression on the world of classical music. His few recordings survive on the Columbia, EMI, and Angel labels, and he holds the distinction of recording, at age twenty-two, all the Paganini caprices, in the process setting the standard by which subsequent violinists would be judged."--BOOK JACKET.
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