Belajar Data Mining Dengan Python Jilid 2

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Belajar Data Mining Dengan Python Jilid 2

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Author : Dony Novaliendry, S.Kom., M.Kom., Ph.D.
language : id
Publisher: Penerbit CV. SARNU UNTUNG
Release Date :

Belajar Data Mining Dengan Python Jilid 2 written by Dony Novaliendry, S.Kom., M.Kom., Ph.D. and has been published by Penerbit CV. SARNU UNTUNG this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

Di akhir bagian ini, Anda akan memiliki pemahaman yang kuat tentang konsep inti dalam dasar-dasar teknik analisis data dan pemrograman yang penting untuk dikuasai oleh setiap praktisi data mining. Python menyediakan alat yang kuat dan intuitif untuk mengelola setiap tahap proses data mining, dari prapemrosesan data hingga evaluasi model prediktif. Dengan demikian, Python memainkan peran penting dalam membantu pengguna membuat keputusan yang lebih baik berdasarkan data. Dengan keterampilan dasar ini, Anda akan siap untuk mempelajari topik-topik yang lebih mendalam yang akan dibahas di bagian selanjutnya dari buku ini. Bagian ini mencakup bab-bab berikut: • Bab 1, Mengalahkan Captcha Dengan Jaringan Neural • Bab 2, Atribusi Kepengarangan • Bab 3, Pengelompokan Artikel Berita • Bab 4, Deteksi Objek Dalam Gambar Menggunakan Jaringan Syaraf Dalam • Bab 5, Bekerja Dengan Big Data

Judul Buku Belajar Data Mining Dengan Python Jilid 1

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Author : Dony Novaliendry, S.Kom., M.Kom., Ph.D.
language : id
Publisher: Penerbit CV. SARNU UNTUNG
Release Date :

Judul Buku Belajar Data Mining Dengan Python Jilid 1 written by Dony Novaliendry, S.Kom., M.Kom., Ph.D. and has been published by Penerbit CV. SARNU UNTUNG this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

Bagian ini dirancang untuk membekali Anda dengan pengetahuan tentang dasar-dasar teknik analisis data dan pemrograman, dengan fokus khusus pada penggunaan Python yang serbaguna. Python adalah proses menggali informasi berharga dari kumpulan data yang besar dan kompleks dengan menggunakan Python sebagai alat utama. Python, dengan berbagai pustaka seperti Pandas, NumPy, dan Scikit-learn, memudahkan proses eksplorasi, pemodelan, dan analisis data, sehingga memungkinkan pengguna untuk menemukan pola, tren, dan hubungan dalam data yang mungkin tidak terlihat pada pandangan pertama. • Bab 1, Memulai Dengan Data Mining • Bab 2, Klasifikasi Dengan Estimator Scikit-Learn • Bab 3, Memprediksi Pemenang Olahraga Dengan Decision Trees • Bab 4, Merekomendasikan Film Menggunakan Analisis Afinitas • Bab 5, Fitur Dan Transformator Scikit-Learn • Bab 6, Wawasan Media Sosial Menggunakan Naive Bayes • Bab 7, Ikuti Rekomendasi Menggunakan Graph Mining

Candi Indonesia Seri Jawa

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Author : Edi Sedyawati
language : id
Publisher: Direktorat Jenderal Kebudayaan
Release Date : 2013-12-01

Candi Indonesia Seri Jawa written by Edi Sedyawati and has been published by Direktorat Jenderal Kebudayaan this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-01 with Java (Indonesia) categories.

On thematic museums in Indonesia.

Sets Functions And Logic

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Author : Keith Devlin
language : en
Publisher: CRC Press
Release Date : 2018-10-03

Sets Functions And Logic written by Keith Devlin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-03 with Mathematics categories.

Keith Devlin. You know him. You've read his columns in MAA Online, you've heard him on the radio, and you've seen his popular mathematics books. In between all those activities and his own research, he's been hard at work revising Sets, Functions and Logic, his standard-setting text that has smoothed the road to pure mathematics for legions of undergraduate students. Now in its third edition, Devlin has fully reworked the book to reflect a new generation. The narrative is more lively and less textbook-like. Remarks and asides link the topics presented to the real world of students' experience. The chapter on complex numbers and the discussion of formal symbolic logic are gone in favor of more exercises, and a new introductory chapter on the nature of mathematics--one that motivates readers and sets the stage for the challenges that lie ahead. Students crossing the bridge from calculus to higher mathematics need and deserve all the help they can get. Sets, Functions, and Logic, Third Edition is an affordable little book that all of your transition-course students not only can afford, but will actually read...and enjoy...and learn from. About the Author Dr. Keith Devlin is Executive Director of Stanford University's Center for the Study of Language and Information and a Consulting Professor of Mathematics at Stanford. He has written 23 books, one interactive book on CD-ROM, and over 70 published research articles. He is a Fellow of the American Association for the Advancement of Science, a World Economic Forum Fellow, and a former member of the Mathematical Sciences Education Board of the National Academy of Sciences,. Dr. Devlin is also one of the world's leading popularizers of mathematics. Known as "The Math Guy" on NPR's Weekend Edition, he is a frequent contributor to other local and national radio and TV shows in the US and Britain, writes a monthly column for the Web journal MAA Online, and regularly writes on mathematics and computers for the British newspaper The Guardian.

Matlab Primer

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Author : Timothy A. Davis
language : en
Publisher: CRC Press
Release Date : 2010-08-18

Matlab Primer written by Timothy A. Davis and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-08-18 with Mathematics categories.

Highlighting the new aspects of MATLAB 7.10 and expanding on many existing features, this eighth edition continues to offer a hands-on, step-by-step introduction to using the powerful tools of MATLAB. It includes a new chapter on object-oriented programming, a new discussion of the MATLAB File Exchange window, major changes to the MATLAB Editor, and an explanation of more powerful Help tools. It also presents a synopsis of the most frequently used functions, operators, and special characters-providing quick and easy access to frequently used information. M-files and MEX-files for large examples are available at www.crcpress.com

Facilities Design

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Author : Sunderesh S. Heragu
language : en
Publisher: CRC Press
Release Date : 2018-10-08

Facilities Design written by Sunderesh S. Heragu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-08 with Technology & Engineering categories.

Now in Its Fourth Edition: Your Guide to Successful Facility Design Overcome design and planning problems using the fourth edition of Facilities Design. Dedicated to the proper design, layout, and location of facilities, this definitive guide outlines the main design and operational problems that occur in manufacturing and service systems, explains the significance of facility design and planning problems, and describes how mathematical models can be used to help analyze and solve them. Combining theory with practice, this revised work presents state-of-the-art topics in materials handling, warehousing, and logistics along with real-world examples that emphasize the importance of modeling and analysis when determining a solution to complex facility design problems. What’s New in the Fourth Edition: The latest version introduces new material that includes handling equipment and systems, and presents relevant case studies in each and every chapter. It also provides access to Layout-iQ software, data files for many of the numerical examples that are contained throughout the book, and PowerPoint files for various chapters. Additionally, the author: Describes tools commonly used for presenting layout designs Presents traditional models for facility layout including the popular systematic layout planning (SLP) model in detail Provides a layout project involving the SLP model Covers group technology and cellular manufacturing at the elementary level Includes a project and case study on machine grouping and layout Considers next-generation factory layouts Discusses analytical queuing and queuing network models, and more Facilities Design, Fourth Edition explains the ins and outs of facility planning and design. A reference for both student and professional, the book addresses facilities design and layout problems in manufacturing systems and covers layout, logistics, supply chain, warehousing, and materials handling. Please visit the author’s website for ancillary materials: http://sundere.okstate.edu/downloadable-software-programs-and-data-files.

Natural Language Annotation For Machine Learning

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Author : James Pustejovsky
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2013

Natural Language Annotation For Machine Learning written by James Pustejovsky and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Computers categories.

Includes bibliographical references (p. 305-315) and index.

Evolutionary Machine Learning Techniques

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Author : Seyedali Mirjalili
language : en
Publisher: Springer Nature
Release Date : 2019-11-11

Evolutionary Machine Learning Techniques written by Seyedali Mirjalili and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-11 with Technology & Engineering categories.

This book provides an in-depth analysis of the current evolutionary machine learning techniques. Discussing the most highly regarded methods for classification, clustering, regression, and prediction, it includes techniques such as support vector machines, extreme learning machines, evolutionary feature selection, artificial neural networks including feed-forward neural networks, multi-layer perceptron, probabilistic neural networks, self-optimizing neural networks, radial basis function networks, recurrent neural networks, spiking neural networks, neuro-fuzzy networks, modular neural networks, physical neural networks, and deep neural networks. The book provides essential definitions, literature reviews, and the training algorithms for machine learning using classical and modern nature-inspired techniques. It also investigates the pros and cons of classical training algorithms. It features a range of proven and recent nature-inspired algorithms used to train different types of artificial neural networks, including genetic algorithm, ant colony optimization, particle swarm optimization, grey wolf optimizer, whale optimization algorithm, ant lion optimizer, moth flame algorithm, dragonfly algorithm, salp swarm algorithm, multi-verse optimizer, and sine cosine algorithm. The book also covers applications of the improved artificial neural networks to solve classification, clustering, prediction and regression problems in diverse fields.

Extensive Reading Activities For Teaching Language

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Author : Julian Bamford
language : en
Publisher: Cambridge University Press
Release Date : 2004-08-16

Extensive Reading Activities For Teaching Language written by Julian Bamford and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-08-16 with Foreign Language Study categories.

This lively collection of over 100 classroom activities allows teachers to exploit fully the language learning potential of extensive reading. The activities, contributed by teachers who have used them successfully in classrooms all over the world, introduce extensive reading to students, and link it with the rest of the language curriculum. Here is a wealth of ideas for encouraging students to read, and for using students' reading experiences for further language practice and learning. These creative and enjoyable speaking, listening, role-play, reading, writing, and vocabulary activities are suitable for students of all ages and levels. Each activity is clearly explained, together with a personal note from its author. This is a handbook for teachers of general language courses, or grammar, listening, speaking, writing, or reading courses. It is written for teachers both non-native and native speaking, and for teachers both novice and experienced. It will also be of interest to teacher-educators.

Good English A Practical English Book For Elementary Students Kelas Ii Sd Mi

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Author : Dian Nursalih Budi
language : id
Publisher: Penerbit Andi
Release Date :

Good English A Practical English Book For Elementary Students Kelas Ii Sd Mi written by Dian Nursalih Budi and has been published by Penerbit Andi this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.