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Modul untuk belajar data mining
Buku yang berjudul Pemrograman Web Untuk Pemula, membahas tentang: Hyper Text Markup Language (HTML), Cascading Style Sheets (CSS), JavaScript (JS) dan PHP (Hypertext Preprocessor). Buku ini juga sedikit membahas tentang MySQL sebagai bahasa query yang diintegrasikan dalam web dinamis. Banyak keuntungan yang diberikan oleh aplikasi berbasis web bila dibandingkan dengan aplikasi berbasis desktop, hal ini menjadi salah satu alasan aplikasi berbasis web diadopsi oleh perusahaan sebagai bagian dari strategi teknologi informasi mereka, salah satu diantaranya adalah kemudahan dalam distribusi akses informasi. Selain itu dalam aplikasi berbasis web pengguna tidak perlu melakukan instalasi tambahan, cukup menggunakan web browser yang telah dipasang pada komputer maupun smartphone.
Buku ini menyajikan teori basis data beserta bahasa query-nya berdasarkan MySQL. Buku ajar ini sesuai dengan perkembangan atau tren dalam konsep basis data dan adaptasi terhadap tren yang terbaru. Pembahasan pada setiap bab nya dideskripsikan secara jelas dan mudah untuk diikuti, disertai teori dan contoh kasus, ringkasan, latihan soal, beserta integrasi keilmuan dengan nilai-nilai keislaman sebagai tadabur sains. Selamat membaca.
Modul Praktikum Algoritma & Struktur Data Menggunakan bahasa pemrograman python
Develop and optimize deep learning models with advanced architectures. This book teaches you the intricate details and subtleties of the algorithms that are at the core of convolutional neural networks. In Advanced Applied Deep Learning, you will study advanced topics on CNN and object detection using Keras and TensorFlow. Along the way, you will look at the fundamental operations in CNN, such as convolution and pooling, and then look at more advanced architectures such as inception networks, resnets, and many more. While the book discusses theoretical topics, you will discover how to work efficiently with Keras with many tricks and tips, including how to customize logging in Keras with cust...
Data Analytics for the Social Sciences is an introductory, graduate-level treatment of data analytics for social science. It features applications in the R language, arguably the fastest growing and leading statistical tool for researchers. The book starts with an ethics chapter on the uses and potential abuses of data analytics. Chapters 2 and 3 show how to implement a broad range of statistical procedures in R. Chapters 4 and 5 deal with regression and classification trees and with random forests. Chapter 6 deals with machine learning models and the "caret" package, which makes available to the researcher hundreds of models. Chapter 7 deals with neural network analysis, and Chapter 8 deals...
Abstract: An instructional text for teachers focuses on the effective use of media in teaching and on the unique characteristics of individual learners. The text is intended for use in conjunction with carefully planned classroom and laboratory activities. Topics include the systematic approach to teaching and its application; the learning process and the teacher's role; school learning objectives; instruction evaluation; teaching cognitive, affective, and motor skills objectives; teaching strategies; the role of instructional media; media selection; the uses of various media types; and characteristics of the instruction management model. A brief listing of audiovisual materials and resources is appended. Instructional component objectives and numerous exercises are given throughout the text. (wz).
Explore the latest research on biological control! Completely updated for 2004, this new edition examines methods for making agricultural systems less susceptible to insect pests. Containing new findings and reports of strategies, Biodiversity and Pest Management in Agroecosystems, Second Edition will show you how pests can be managed by enhancing beneficial biodiversity using agroecological diversification methods. Biodiversity and Pest Management in Agroecosystems, Second Edition provides you with an essential overview of the role of biodiversity in agriculture and then gets specific, with new and updated information on: the agroecology of pest management plant diversity and pest outbreaks...
For almost four decades, Software Engineering: A Practitioner's Approach (SEPA) has been the world's leading textbook in software engineering. The ninth edition represents a major restructuring and update of previous editions, solidifying the book's position as the most comprehensive guide to this important subject.