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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.
Karya antologi anak-anak usia 8-12 tahun.
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The oil palm is a remarkable crop, producing around 40% of the world’s vegetable oil from around 6% of the land devoted to oil crops. Conventional breeding has clearly been the major focus of genetic improvement in this crop. A mix of improved agronomy and management, coupled with breeding selection have quadrupled the oil yield of the crop since breeding began in earnest in the 1920s. However, as for all perennial crops with long breeding cycles, oil palm faces immense challenges in the coming years with increased pressure from population growth, climate change and the need to develop environmentally sustainable oil palm plantations. In Oil Palm: Breeding, Genetics and Genomics, world leading organizations and individuals who have been at the forefront of developments in this crop, provide their insights and experiences of oil palm research, while examining the different challenges that face the future of the oil palm. The editors have all been involved in research and breeding of oil palm for many years and use their knowledge of the crop and their disciplinary expertise to provide context and to introduce the different research topics covered.
Educators today teach in a range of formats, from traditional face-to-face courses to Web-assisted courses in physical classrooms to entirely online courses in which the teacher and students never meet in person. The pressure to integrate teaching with information technology is strong, and more and more educational institutions are offering blended courses and distance-education learning options. The essays in this collection illuminate the realities of teaching language and literature courses online. Contributors present snapshots of their experiences with online pedagogies, realizing that, just as this year's technology writes over last year's, the approaches and teaching tools they have p...
An excellent starting point for those new to the area of Research Methods, this work assumes no prior knowledge of the subject and sets out the key issues involved in doing research in politics.
In this updated edition of the industry staple, veteran media executive Jeff Ulin relates business theory and practice across key global market segments—film, television, and online/digital—providing you with an insider’s perspective that can't be found anywhere else. Learn how an idea moves from concept to profit and how distribution dominates the bottom line: Hollywood stars may make the headlines, but marketing and distribution are the behind-the-scenes drivers converting content into cash. The third edition: Includes perspectives from key industry executives at studios, networks, agencies and online leaders, including Fox, Paramount, Lucasfilm, Endeavor, Tencent, MPAA, YouTube, Ama...
Publisher description
Corporate social responsibility (CSR) has become an increasingly heated topic since the 1980s. This title proposes that the concept of Corporate Social Irresponsibility (CSI) offers a better theoretical platform to avoid the vagueness, ambiguity, arbitrariness and mysticism of CSR.
This book highlights and reviews the renewable feed stock principle of green nanotechnology by focusing the use of plant-derived cardanol as a renewable starting material for the synthesis of advanced materials. The book presents the chemistry of cardanol and methods of isolation, covers macro and nano structures based on cardanol as well as potential applications of such materials. Future perspectives on cardanol based green nanotechnology are highlighted in the final chapter.