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Buku Ajar Machine Learning
Buku Ajar Machine Learning ini disusun sebagai buku panduan komprehensif yang menjelajahi kompleksitas dan mendalamnya tentang ilmu teknologi sistem informasi. Buku ini dapat digunakan oleh pendidik dalam melaksanakan kegiatan pembelajaran di bidang ilmu machine learning dan diberbagai bidang Ilmu terkait lainnya. Buku ini dapat digunakan sebagai panduan dan referensi mengajar mata kuliah Medikal mechine learning dan menyesuaikan dengan Rencana Pembelajaran Semester tingkat Perguruan Tinggi masing-masing. Secara garis besar, buku ajar ini pembahasannya mulai dari pengenalan machine learning, data dalam machine learning, tipe-tipe machine learning, tahapan machine learning, supervised learning : linear regression, K-NN, naïve bayes dan decision tree (pyhton), unsupervised learning : k-means, association rule : apriori algorithm. Selain itu materi mengenai supervised learning: backpropagation neural network (python) juga di bahas secara mendalam. Buku ajar ini disusun secara sistematis, ditulis dengan bahasa yang jelas dan mudah dipahami, dan dapat digunakan dalam kegiatan pembelajaran.
Pengantar Sistem Informasi: Konsep Dasar dan Aplikasi Praktis
Buku "Pengantar Sistem Informasi: Konsep Dasar dan Aplikasi Praktis" adalah buku yang menyajikan wawasan menyeluruh tentang konsep dasar dan penerapan praktis dalam domain sistem informasi. Mulai dari konsep dasar sistem informasi yang memberikan pemahaman tentang elemen-elemen kunci dan tujuan, pembaca kemudian dibimbing melalui pemahaman yang mendalam tentang arsitektur sistem informasi, memperkenalkan berbagai model dan struktur yang membentuk landasan infrastruktur teknologi informasi. Melalui pembahasan siklus pengembangan sistem informasi, pembaca diperkenalkan pada serangkaian tahap mulai dari perencanaan hingga pemeliharaan, memperoleh pandangan menyeluruh tentang bagaimana sistem in...
Advanced Machining Processes
Advanced machining processes has significant contributions to the manufacturing industries, especially since many new invented materials have advanced properties, which are difficult to machine using conventional machining processes. Therefore, advanced machining processes take a lead in dealing with these types of material. This book focuses on electrical machining and electrical dressing processes. Chapter 1 explains the electrochemical machining (ECM), includes process parameters that involved in the ECM processes. Chapter 2 deals with another advanced machining process, i.e. electro-discharge machining (EDM). Several process parameters that contribute to the EDM processes are also discussed. Electrical dressing is described in Chapter 3 as a special application of ECM and EDM. Finally, other types of non-conventional machining are explained in Chapter 4. [UGM Press, UGM, Gadjah Mada University Press]
AUSTRALIA-INDONESIA CONNECTION
ln early 2020, Australia and Indonesia entered an historic high point in their bilateral relationship. The President of Indonesia, Joko Widodo, visited Canberra where he addressed the Joint Houses of Parliament, and meetings were held to put the final touches on the Indonesia-Australia Comprehensive Partnership Agreement (IA CEPA). Since then, tested by the COVID-1 9 pandemic crisis, the strength and depth of the Australia-Indonesia relationship—between governments, also business and community organisations and individuals—has come more clearly into focus. The people-to-people connectivity that has driven the Australia-Indonesia relationship is being re-imagined in creative, digital ways...
50 Years of Amity and Enmity
This book intends to offer an alternative lens for regionalism studies in Southeast Asia. Despite of its widely acknowledged status as one of the most successful regionalism, ASEAN still suffers from numerous obstacles. Yet, in the midst of ASEAN uncertain future trajectories, there is only limited consensus on how to approach ASEAN regionalism. Scholars of ASEAN regionalism tend to use ASEAN identity as the main explanation of cooperation among ASEAN member states. However, this approach suffers from limitations. Emphasis on static, traditional, and all-encompassing identity has made issue-specific cooperation and its internal dynamics neglected. The way issue-specific cooperation alters AS...
Literacy and Language Teaching
Literacy & language teaching.
Ecotourism Destination in Archipelago Countries
Managing tourism destination is a complex process. It should consider a lot of aspect in the society. Recently, tourism industry have to face a big challenge related to environment especially climate change. The archipelago countries which are consisted of small islands need to develop policies to mitigate the impact of climate change. In contrary, the impact of tourist travel, accommodation and activities would also contribute to the impact, on climate change. In business as usual scenario, the tourism sector’s growth and increase significantly give a contribution to climate change. Policy makers and the tourism industry must develop a range of strategies to adapt to the different ways in which climate change may affect tourism operations and opportunities. This book cover several articles based on library research and field research of case study about the link between ecotourism activities and issues of climate change in many destinations. This book is very important as reference for policy makers, practitioners, researcher, and student interested in the issues of tourism and climate change.
Brute Force
In 1996, the supposedly uncrackable US federal encryption system was broken. In this captivating and intriguing book, Matt Curtin charts the rise and fall of DES and chronicles the efforts of those who were determined to master it.
A diagnostic for collaborative monitoring in forest landscape restoration
Forest landscape restoration (FLR) requires a long-term commitment from a range of stakeholders to plan the restoration initiative collaboratively and see it through successfully. This is only possible when the people involved – whether they are landholde
