Koleksi :. Komputer & Informatika .: Total: 1.149 koleksi
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Mathematical Reasoning Writing and ProofThis book may be different than other mathematics textbooks you have used since one of the main goals of this book is to help you to develop the ability to construct and…
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Managing Risk and Information Security Protect to EnableI believe that performance coaching focused on soft skills can help everyone in the organization achieve their full potential, and thus contribute to the creation of a hi…
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Making Servers Work: A Practical Guide to Linux System AdministrationIn this tutorial, you configured Nginx as a reverse proxy to Jenkins’ built-in webserver to secure your credentials and other information transmitted via the web interfac…
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Python Machine Learning ProjectsIn this tutorial, you built several bots for games and explored a fundamental concept in machine learning called bias-variance. A natural next question is: Can you build…
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Brief Introduction to Machine Learning without Deep LearningThis is a lecture note for the course CSCI-UA.0473-001 (Intro to Machine Learning) at the Department of Computer Science, Courant Institute of Mathematical Sciences at Ne…
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Build Your Own AI Investor With Machine Learning and Python, Step by StepThis book aims to teach almost anyone to be able to use freely available Python Machine Learning tools to build their own AI stock investor. The idea being that readers w…
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Computer Architecture, A Quantitative ApproachThrough six editions of this book, our goal has been to describe the basic principles underlying what will be tomorrow’s technological developments. Our excitement about…
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Computer Organization and Design RISC-V Edition The Hardware Software InterfaceWe believe that learning in computer science and engineering should reflect the current state of the field, as well as introduce the principles that are shaping computing…
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Python Automation Cookbook 5 Python automation ideas for web scraping, data wrangling, and processing Excel, reports, emails, and moreWe are all probably spending time doing small manual tasks that don't add much value. It may be scanning through information sources in search of the small bits of releva…
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Machine Learning for Economics and Finance in TensorFlow 2 Deep Learning Models for Research and IndustryTensorFlow not only provides us with a means of training deep learning models but also offers a suite of tools that can be used to solve arbitrary mathematical models. Th…
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Reinforcement Learning Industrial Applications of Intelligent AgentsReinforcement learning (RL) is a machine learning (ML) paradigm that is capable of optimizing sequential decisions. RL is interesting because it mimics how we, as humans,…
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Artificial Neural Networks with TensorFlow 2 ANN Architecture Machine Learning ProjectsThe use of deep neural networks makes it possible to add colors to a B&W image. You learned to create AutoEncoders, which we used for colorizing B&W images. The AutoEncod…
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Applied Neural Networks with TensorFlow 2 API Oriented Deep Learning with PythonIn this chapter, we covered our last neural network architecture, generative adversarial networks, which are mainly used for generative tasks in fields such as art, manuf…
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PYTHON DATA SCIENCE Learn Python in a Week and Master itThank you for making it through to the end of Python Data Science: An hands-on introduction to big data analysis and data mining, a project-based guide with practical exe…
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Bayesian Methods in the Search for MH370Bayesian Methods in the Search for MH370