Deteksi Halaman Website Phishing Menggunakan Algoritma Machine Learning Gradient Boosting Classifier
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Deteksi Halaman Website Phishing Menggunakan Algoritma Machine Learning Gradient Boosting Classifier
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Author : Muhammad Rizal Supriadi
language : id
Publisher: Penerbit Buku Pedia
Release Date : 2023-04-13
Deteksi Halaman Website Phishing Menggunakan Algoritma Machine Learning Gradient Boosting Classifier written by Muhammad Rizal Supriadi and has been published by Penerbit Buku Pedia this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-13 with Computers categories.
Deteksi Halaman Website Phishing Menggunakan Algoritma Pengklasifikasi Machine Learning Gradient Boosting Classifier". Buku ini ditujukan bagi pemula yang ingin mempelajari cara membangun suatu sistem deteksi website phishing menggunakan teknik machine learning. Buku ini akan memandu Anda melalui proses membangun sistem deteksi website phishing menggunakan algoritma pengklasifikasi machine learning Gradient Boosting Classifier. Anda akan belajar bagaimana menggunakan python untuk membuat model machine learning dan bagaimana menggunakan framework flask untuk membuat tampilan website yang interaktif dan user friendly.
Text Mining
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Author : Sholom M. Weiss
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-01-08
Text Mining written by Sholom M. Weiss and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-01-08 with Computers categories.
Data mining is a mature technology. The prediction problem, looking for predictive patterns in data, has been widely studied. Strong me- ods are available to the practitioner. These methods process structured numerical information, where uniform measurements are taken over a sample of data. Text is often described as unstructured information. So, it would seem, text and numerical data are different, requiring different methods. Or are they? In our view, a prediction problem can be solved by the same methods, whether the data are structured - merical measurements or unstructured text. Text and documents can be transformed into measured values, such as the presence or absence of words, and the same methods that have proven successful for pred- tive data mining can be applied to text. Yet, there are key differences. Evaluation techniques must be adapted to the chronological order of publication and to alternative measures of error. Because the data are documents, more specialized analytical methods may be preferred for text. Moreover, the methods must be modi?ed to accommodate very high dimensions: tens of thousands of words and documents. Still, the central themes are similar.
Cobit 5 For Risk
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Author : ISACA
language : en
Publisher: ISACA
Release Date : 2013-09-25
Cobit 5 For Risk written by ISACA and has been published by ISACA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-25 with Technology & Engineering categories.
Information is a key resource for all enterprises. From the time information is created to the moment it is destroyed, technology plays a significant role in containing, distributing and analysing information. Technology is increasingly advanced and has become pervasive in enterprises and the social, public and business environments.
An Introduction To Lean Work Design Volume Ii
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Author : Lawrence D. Fredendall
language : en
Publisher:
Release Date : 2016
An Introduction To Lean Work Design Volume Ii written by Lawrence D. Fredendall and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Business categories.
Lean Work Design comes directly from our view that lean operations results from the work design. This book uses three existing work design theories to study lean operations and to identify the principles of lean operations. First, systems theory is used to conceptualize how lean operations differ from other work designs. Second, buffer theory, which views lean as a set of buffers to protect throughput from variance, is used to more effectively manage buffers. Third, organizational information processing theory is used to understand how the lean work design processes different types of information. So, lean work design is a work design that maximizes system productivity and effectiveness while minimizing the system's buffer costs. Lean does this by achieving tighter integration of its system components by using work design methods that incorporate a systems view of the organization. Appropriate work design methods consciously seek to incorporate a systems view and coordination into the design of a production or service process. This book is not about the many tools in lean. Rather, it focuses on understanding the lean concepts and how to actively use these concepts to create structure and facilitate communication. The book introduces the fundamentals of Lean operations that are a key to creating a Lean Work Design. It provides a knowledge structure that can be adapted to the day- to-day problems encountered by managers of many different types of work systems.
A Guide To Sales Management
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Author : Massimo Parravicini
language : en
Publisher:
Release Date : 2015-08-18
A Guide To Sales Management written by Massimo Parravicini and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-18 with Sales management categories.
In many FMCG companies, the challenges for the sales function are to develop effective sales strategies and to deliver excellent sales operations in order to support the achievement of business targets. The purpose of this book is to provide a practical guide to sales management through the analysis of its key components: route to market, sales strategy, key performance indicators, organizational models, sales force management, customer business planning, order to cash, and sales and operations planning. For each of these topics, the content of this book is a balance of theory, practical tips, and useful tools, keeping in mind not only the "what," but also the "how" of the implementation. The reader will learn how to map sales channels, assess a customer base, design a sales strategy, build a sales scorecard, and organize a sales team's frontline and back ofi ce. The book also covers how to structure trade category plans, customer business plans, and customer negotiation plans and how to optimize the sales team's contribution to the company's key fundamental processes. It concludes with an overview of the future challenges of sales management.
Accounting For Fun And Profit
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Author : Lawrence A. Weiss
language : en
Publisher: Business Expert Press
Release Date : 2016-06-28
Accounting For Fun And Profit written by Lawrence A. Weiss and has been published by Business Expert Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-28 with Business & Economics categories.
Accounting is an economic information system, and can be thought of as the language of business. Accounting principles cannot be discovered; they are created, developed, or decreed and are supported or justified by intuition, authority, and acceptability. Managers have alternatives in their accounting choices; the decisions are political, and trade-offs will be made. Accounting information provides individuals, both inside and outside a firm, with a starting point to understand and evaluate the key drivers of a firm, its financial position, and performance. If you are managing a firm, investing in a firm, lending to a firm, or even working for a firm, you should be able to read the firm’s financial statements and ask questions based on those statements. This book explains the fundamentals of financial statements. It is designed and meant to explain the language of accounting to non-accountants (i.e., those who hire accountants). After reading this book, you should be able to pick up an annual report, read it, understand much of it, and have a solid foundation to start asking questions about the firm. This book will show you that accounting can be informative and fun!
A Profile Of The Textile Manufacturing Industry
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Author : Erin Parrish
language : en
Publisher:
Release Date : 2016-06-17
A Profile Of The Textile Manufacturing Industry written by Erin Parrish and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-17 with Textile industry categories.
The textile manufacturing industry (NAICS 313) has played an important role in the history of the United States (US) and continues to be a major industrial employer, not only in the US, but also around the world. Textiles are mainly considered a component part of the supply chain, with end uses ranging from apparel to home textiles to industrial goods to medical textiles. Even though apparel is the largest end use of textiles, and its manufacture has increasingly moved offshore to low-cost labor countries, there remains a growing textile manufacturing industry in the US for capital and technological intensive products, such as non-wovens and those with military end uses. One unique aspect of textile manufacturing is that it includes sectors from agriculture, chemicals, industrial manufacturing, cutting-edge research and development in addition to the fashion aspects of apparel and home goods. It is highly dependent on economic conditions and consumer demand, and competition is primarily based on price. Another unique aspect of the textile manufacturing industry is its fragmented nature. Whereas a few major players define most industries, there are over 8,000 textile establishments in the US, and no major textile firm has more than 2% share of the market. The proposed book will include an overview of the industry and its supply chain including a brief overview of the manufacturing technologies of each sector. The book will also include an overview of the importance of the industry in US history and how the industry has changed over time including the movement to offshore manufacturing. An overview of new competitors, such as China and Mexico, will also be included. There will be a discussion of the competitive strategies that US manufacturers are using to compete with these countries. Outside market forces that impact the industry will be included as well as an overview of the regulations that impact the industry. Finally, the challenges, opportunities, and future outlook of the industry will be discussed. This section will also incorporate insight from the case study interviews to include differing perspectives.
Adapting To Change
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Author : Ann Goodman
language : en
Publisher:
Release Date : 2016
Adapting To Change written by Ann Goodman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Business categories.
This book examines emerging business reactions to, plans, and preparations for climate events (e.g., fires, storms, floods, and hurricanes) and trends (e.g., droughts) from leading companies in strategic sectors: technology, telecommunications, food, banking, and insurance.
Phishing Detection Using Content Based Image Classification
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Author : Shekhar Khandelwal
language : en
Publisher: CRC Press
Release Date : 2022-06-01
Phishing Detection Using Content Based Image Classification written by Shekhar Khandelwal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-01 with Computers categories.
Phishing Detection Using Content-Based Image Classification is an invaluable resource for any deep learning and cybersecurity professional and scholar trying to solve various cybersecurity tasks using new age technologies like Deep Learning and Computer Vision. With various rule-based phishing detection techniques at play which can be bypassed by phishers, this book provides a step-by-step approach to solve this problem using Computer Vision and Deep Learning techniques with significant accuracy. The book offers comprehensive coverage of the most essential topics, including: Programmatically reading and manipulating image data Extracting relevant features from images Building statistical models using image features Using state-of-the-art Deep Learning models for feature extraction Build a robust phishing detection tool even with less data Dimensionality reduction techniques Class imbalance treatment Feature Fusion techniques Building performance metrics for multi-class classification task Another unique aspect of this book is it comes with a completely reproducible code base developed by the author and shared via python notebooks for quick launch and running capabilities. They can be leveraged for further enhancing the provided models using new advancement in the field of computer vision and more advanced algorithms.