Python
Książki, ebooki, kursy video z kategorii: Python dostępne w księgarni Ebookpoint
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Artificial Intelligence and Machine Learning Fundamentals teaches you machine learning and neural networks from the ground up using real-world examples. After you complete this book, you will be excited to revamp your current projects or build new intelligent networks.-
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80.91 zł
89.90 zł (-10%) -
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The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Updated for Python 3, the second edition of this hands-on book helps you get started with the language, guiding developers and quantitative analysts through Py
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254.15 zł
299.00 zł (-15%) -
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NLP in Python is among the most sought-after skills among data scientists. With code and relevant case studies, this book will show how you can use industry grade tools to implement NLP programs capable of learning from relevant data. We will explore many modern methods ranging from spaCy to word vectors that have reinvented NLP.
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80.91 zł
89.90 zł (-10%) -
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This book covers how to use the image processing libraries in Python. It will enable you to write code snippets to implement complex image processing algorithms such as image enhancement, filtering, segmentation, object detection, and more. You will also be able to use machine learning and deep learning models and learn to implement them with ease.
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125.10 zł
139.00 zł (-10%) -
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Using the hands-on recipes, you'll be able to apply your learning to practical research and analysis in computational biology with Python. You’ll understand modern, practical applications of bioinformatics using popular programming techniques and frameworks to deal with the ever-increasing deluge of bioinformatics data.
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197.10 zł
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As machine learning algorithms become popular, new tools that optimize these algorithms are also developed. Machine Learning Fundamentals explains the scikit-learn API, which is a package created to facilitate the process of building machine learning applications. By explaining the differences between supervised and unsupervised models and by apply
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98.10 zł
109.00 zł (-10%) -
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Learn Programming in Python with Cody Jackson will take you through the basics of programming (and how Python implements those concepts) to write a complete, production-ready application. Each topic builds on the previous ones, so you'll learn how a complete application is built from the ground up, rather than just learning separate aspects of prog
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98.10 zł
109.00 zł (-10%) -
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Learn Robotics Programming covers the basics of building a robot from scratch and implementing AI in the robots. You will be able to implement different sensors and control the robot based on those sensors’ output. This book will help you in constructing a robot with the combination of Python, Raspberry Pi and sensors such as distance sensor
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134.10 zł
149.00 zł (-10%) -
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Mastering Matplotlib covers the use cases and encounter unusual cases that requires more powerful tools. With the easy to follow examples and high end components of matplotlib, this book will enable to develop advanced and interactive plots using Python scripting and Matplotlib
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80.91 zł
89.90 zł (-10%) -
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QGIS 3.4 is a user-friendly open source geographic information system (GIS) that runs on Linux, Unix, Mac OS X, and Windows. The book will take you on a journey from firing up QGIS for the first time to developing your own processing pathway. We’ll look at the fundamentals of GIS: data creation, data display, creating maps and spatial analys
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107.10 zł
119.00 zł (-10%) -
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Data structures help us to organize and align the data in a very efficient way. This book will surely help you to learn important and essential data structures through Python implementation for better understanding of the concepts.
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107.10 zł
119.00 zł (-10%) -
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Apache Mesos is an open source cluster manager which provides efficient resource isolation and sharing across distributed applications. You will learn how Mesos works and then develop applications. You will learn to make full utilization of machines and simplify the maintenance of a data center with Mesos.
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98.10 zł
109.00 zł (-10%) -
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Taking a project-based approach this book will help you leverage sensors, actuators, Python programming and Raspberry Pi 3 to build connected things. Each chapter is an independent project where you will learn from connecting devices to building complex IoT projects. You will be well versed in every possible way to make your projects stand out.
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107.10 zł
119.00 zł (-10%) -
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Django is a framework designed to balance rapid web development with high performance. It handles high levels of user traffic and interaction, integrates with a variety of databases, and collects and processes data in real time. This book follows a task-based approach to guide you through developing with the Django 2.1 framework, starting with sett
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125.10 zł
139.00 zł (-10%) -
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Flask is a popular Python framework known for its lightweight and modular design, so it’s easy to transform it to the web framework that you need with few extensions without weighing it down. This guide will take you on a complete tour of Flask environment and lead you to build production-ready application.
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107.10 zł
119.00 zł (-10%) -
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This new edition includes all the topics that made Python 3 Object-Oriented Programming an instant Packt classic. It’s also packed with updated content to reflect recent changes in the core Python library and covers modern third-party packages that were not available on the Python 3 platform when the book was first published.
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206.10 zł
229.00 zł (-10%) -
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Software Engineering includes “soft” skills. A developer requires awareness of how those skills, with their technical counterparts, mesh together through a project’s life-cycle. This book walks you through that discovery, showing at each step of the way through a multi-tier system’s development, how all those moving part
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134.10 zł
149.00 zł (-10%) -
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Reactive programming is central to many concurrent systems but it’s famous for its steep learning curve that makes most developers feel like they're hitting a wall. With this book, you will get to grips with Reactive programming by steadily exploring various concepts.
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125.10 zł
139.00 zł (-10%) -
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Nowadays, configuring a network and automating security protocols are quite difficult to implement. However, using Python makes it easy to automate this whole process. This book explains the process of using Python for building networks, detecting network errors, and performing different security protocols using Python Scripting.
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107.10 zł
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Python Data Science Essentials, Third Edition provides modern insight in setting up and performing data science operations effectively using the latest python tools and libraries. It builds faster governance on the most essential tasks such as data munging and pre-processing, along with all the techniques you require.
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125.10 zł
139.00 zł (-10%) -
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Using a problem-solution-based approach, we'll show how you can automate all the boring stuff and let your computer do it for you instead of using the Python programming language. By the end of the book, you will have learned to identify problems and correct them to produce superior and reliable systems
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98.10 zł
109.00 zł (-10%) -
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Julia is a new open-source programming language that is used in the field of data science computing. It was created to solve the dilemma between high-level slow code and fast (but low-level) code, and the necessity to use both to achieve high performance. This book covers all you need to know about Julia to leverage its high speed and efficiency.
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107.10 zł
119.00 zł (-10%) -
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Getting started with data science can be overwhelming, even for experienced developers. In this two-part, hands-on book we’ll show you how to apply your existing understanding of the Python language to this new and exciting field that’s full of new opportunities (and high expectations)!
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125.10 zł
139.00 zł (-10%) -
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Become a Python Data Analyst book introduces you to the mainstream libraries of Python’s Data Science stack. With proven examples and real-world datasets, this book teaches how to effectively perform data manipulation, visualize and analyze data patterns and brings you to the ladder of advanced topics like Predictive Analytics.
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71.91 zł
79.90 zł (-10%) -
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This third edition of Learning OpenStack Networking is for OpenStack-based cloud operators and administrators who are new to Neutron networking and want to build their very own OpenStack cloud. Prior networking experience of working with physical servers and network infrastructures is recommended to follow the concepts demonstrated in this book.
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134.10 zł
149.00 zł (-10%) -
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Python is an object-oriented, scripting language that is used in wide range of categories. In software engineering, a design pattern is a recommended solution to a software design problem. Although not new, design patterns remain one of the hottest topics in software engineering and they come as a ready reference for software developers to solve th
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125.10 zł
139.00 zł (-10%) -
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Bitcoin is a cryptocurrency that’s changing the face of online payments. This book will help you understand everything related to Bitcoin architecture. By the end, you’ll be able to mine Bitcoins, accept Bitcoin payments, and work with the basics of Blockchain technology to create simple distributed ledgers.
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71.91 zł
79.90 zł (-10%) -
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In this book, you will learn how to build interactive dashboards in a Jupyter notebook. Explore JupyterHub and various Jupyter widgets through which you can easily perform 3D data visualization, 3D plotting, and geospatial analytics. This book helps you understand BeakerX to create interactive tables and interact with spreadsheets.
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107.10 zł
119.00 zł (-10%) -
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Network automation and programmability have led to revolutionary changes in the past few years. This practical guide will show you how to use Python to simplify your daily network tasks. You’ll learn how to use concise Python code snippets to manage and operate your networks, along with covering advanced networking concepts using Python.
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134.10 zł
149.00 zł (-10%) -
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Python's built-in unittest module is showing it's age; hard to extend, debug and track what's going on. The pytest framework overcomes these problems and simplifies testing your Python software. Many users love to use pytest and the improvement in their testing shows! This book is the ideal introduction to pytest, teaching you how to write tests of
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80.91 zł
89.90 zł (-10%) -
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Serverless applications are quite popular, not just because they save developers the trouble of managing servers, but also because they provide several other benefits such as cutting heavy costs and improving the overall performance of the application. This book will teach you the fundamentals of creating efficient serverless applications
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107.10 zł
119.00 zł (-10%) -
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QT5 Python GUI Programming Cookbook will guide you from the very basics of creating a fully functional GUI application using PyQT with only a few lines of code. Each recipe adds more widgets to the GUIs we are creating. You will learn how easy it is to get started and you might be surprised how advanced you can become in just a short time of coding
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134.10 zł
149.00 zł (-10%) -
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This book teaches you to leverage deep learning models in performing various NLP tasks along with showcasing the best practices in dealing with the NLP challenges. The book equips you with practical knowledge to implement deep learning in your linguistic applications using NLTk and Python's popular deep learning library, TensorFlow.
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107.10 zł
119.00 zł (-10%) -
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Complexity science uses computation to explore the physical and social sciences. In Think Complexity, you’ll use graphs, cellular automata, and agent-based models to study topics in physics, biology, and economics.Whether you’re an intermediate-level Python programmer or a student of computational modeling, you’ll delve into examp
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160.65 zł
189.00 zł (-15%) -
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Discover how you can perform your own modern text analysis, to make predictions, create inferences, and gain insights about the data around you today. Learn how to harness the powerful Python ecosystem and tools such as spaCy and Gensim to perform natural language processing, and computational linguistics algorithms.
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107.10 zł
119.00 zł (-10%) -
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This cookbook presents recipes on leveraging the power of Python and putting it to use in the Apache Spark ecosystem. By the end of this book, you will be able to solve any problem associated with building effective, data-intensive applications and performing machine learning and structured streaming using PySpark.
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107.10 zł
119.00 zł (-10%) -
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In the coming years Python programming has developed massively in terms of automation. Enterprise automation with Python will teach you how simple Python programming can make your life easier with automating your infrastructure
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107.10 zł
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Reinforcement learning is a self-evolving type of machine learning that takes us closer to achieving true artificial intelligence. This easy-to-follow guide explains everything from scratch using rich examples written in Python.
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98.10 zł
109.00 zł (-10%) -
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Mastering Numerical Computing with Python guides you in performing complex computing with cutting-edge coverage on advanced concepts such as exploratory data analysis and clustering algorithms. You'll become an expert in addressing matrix calculations, and write efficient NumPy codes for implementing algorithms with real-world examples.
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98.10 zł
109.00 zł (-10%) -
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This book will walk you through the web application penetration testing methodology, showing you how to write your own tools with Python for every main activity in the process. It will show you how to test for security vulnerabilities in web applications just like security professionals and hackers do.
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80.91 zł
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Learning about robotics will become an essential skill as it will be a ubiquitous part of life. Even though robotics is a complex subject, several other tools along with Python can help you design a project to create an easy-to-use interface. The main aim of the book is to teach you how to build an autonomous mobile robot from scratch.
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98.10 zł
109.00 zł (-10%) -
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Adding a layer of interactivity to your plots and converting these plots into applications hold immense value in the field of data science. The standard approach to adding interactivity would be to use paid software such as Tableau, but the Bokeh package in Python offers users a way to create both interactive and visually aesthetic plots for free.
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From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking natural language is throug
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194.65 zł
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Get to grips with the skills you need for entry-level data science in this hands-on Python and Jupyter course. You'll learn about some of the most commonly used libraries that are part of the Anaconda distribution, and then explore machine learning models with real datasets to give you the skills and exposure you need for the real world. We'll fini
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40.41 zł
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Django is a powerful Python web framework designed to develop web applications quickly. If you want to learn about the entire process of developing professional web applications with Django, then this book is for you. This book will walk you through the creation of four professional Django projects, teaching you how to solve common problems and imp
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134.10 zł
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Hands-On Data Science with Anaconda gets you started with Anaconda and demonstrates how you can use it to perform data science operations in the real world. You will learn different ways to retrieve data from various sources and different visualization tools packages available in Python, R, and Julia.
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98.10 zł
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TensorFlow is the leading framework for deep learning algorithms critical to artificial intelligence, and natural language processing (NLP) makes much of the data used by deep learning applications accessible to them. This book brings the two together and teaches deep learning developers how to work with today’s vast amount of unstructured d
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107.10 zł
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Learning to build more maintainable websites with Django either takes a lot of experience or familiarity with various pragmatic design patterns. This book will accelerate your journey into the world of web development. This new edition is updated with additional chapters and diagrams to help you get to grips with the current best practices in the l
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Robotics is emerging to be a $100 billion industry by 2020 based on current trends and is about to create the largest technological revolution. This book will cover everything you need to know about robotics and will help you to build smart robots using Python.
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125.10 zł
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This book gives you the skills you need to use Python for penetration testing, with the help of detailed code examples. This book has been updated for Python 3.6.3 and Kali Linux 2018.1.
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Do you feel you’ve mastered the Python language and you know everything it takes to write applications that are a class apart? Well, you’re in for a surprise! This book covers the darkest secrets of Python, delving into its depths and uncovering things you never would have thought could be done.
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134.10 zł
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Tkinter is a lightweight, portable, and easy-to-use graphical toolkit available in the Python Standard Library. Due to its simplicity and availability, it is widely used to build GUIs in Python. This book teaches how to design and build a functional, appealing, and user-friendly GUI using one of the most powerful languages: Python with Tkinter.
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The Phoenix web development framework is an object-oriented application development tool written in Elixir. With Elixir and Phoenix, you build your application the right way, ready to scale and ready for the increasing demands of real-time web applications. If you have some knowledge of Elixir, have experience with web frameworks in other languages
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Python is an easy-to-learn and cross-platform programming language which has unlimited third-party libraries. Plenty of open source hacking tools are written in Python and can be easily integrated within your script. This book is divided into clear bite-size chunks so you can learn at your own pace and focus on the areas of most interest to you. Yo
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When developing GUI-rich applications, the most important choice is which programming language(s) and GUI framework to use; in this case, Python along with Tkinter prove to be a great combination. This book will get you up and running with Tkinter while letting you create some fun and interactive projects.
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This book is a useful resource to perform data visualization with Python using the latest version of Matplotlib (2.1.x). You will create a variety of graphs and charts, and embed your plots within different third party tools. By the end of the book, you will build attractive, insightful and powerful visualizations to make better sense of your data.
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Serverless architectures allow you to build and run applications and services without having to manage the infrastructure. Many companies have adopted this architecture to save cost and improve scalability. This book will help you design serverless architectures for your applications with AWS and Python.
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Python is an easy-to-learn and extensible programming language that offers a number of functional programming features. This practical guide demonstrates the Python implementation of a number of functional programming techniques and design patterns. Through this book, you’ll understand what functional programming is all about, its impact on
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This book is your guide to master deep learning with TensorFlow, with the help of 10 real-world projects. You will train high-performance models in TensorFlow to generate captions for images automatically, predict stocks' performance, create intelligent chatbots, perform large-scale text classification, develop recommendation systems, and more.
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OpenCV 3 is a native cross-platform library for computer vision, machine learning, and image processing. OpenCV's convenient high-level APIs hide very powerful internals designed for computational efficiency that can take advantage of multicore and GPU processing. This book will help you tackle increasingly challenging computer vision problems by p
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Tkinter is the built-in GUI package that comes with standard Python distributions. It is a cross-platform package, which means you build once and deploy everywhere. It is simple to use and intuitive in nature, making it suitable for learners. This book will enable you to use Tkinter effectively through working on nine versatile projects.
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ArcGIS Pro is a geographic information system for working with maps and geographic information. Mapping with ArcGIS Pro will help readers create visually stunning maps that increase the legibility of the stories being mapped and introduce visual and design concepts into a traditionally scientific, data-driven process.
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Take full creative control of your web applications with Flask, the Python-based microframework. With the second edition of this hands-on book, you’ll learn the framework from the ground up by developing, step-by-step, a real-world project created by author Miguel Grinberg. This refreshed edition accounts for important technology changes that
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Deep Learning is a subset of Machine Learning and has gained a lot of popularity recently. This book introduces you to the fundamentals of deep learning in a hands-on manner. You will use Tensorflow to train different types of neural networks for tasks related to computer vision, language processing, and other real-world problems.
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Ansible is a powerful and versatile tool used for configuration management and orchestration. Ansible's usefulness is derived from its modules. This book focuses on modules that will help you provision cloud resources by interacting with various APIs exposed by cloud providers. Taking a step further, you will learn how to manage cloud resources. Ea
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Each of these twenty Python Interviews can inspire and refresh your relationship with Python and the people who make Python what it is today. This book invites you to immerse in the Python landscape, and let these remarkable programmers show you how you too can connect and share with Python programmers around the world.
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OpenStack is a very popular cloud computing platform that has enabled several organizations during the last few years to successfully implement their Infrastructure as a Service (IaaS) platforms. This book will guide you through new features of the latest OpenStack releases and how to bring them into production straightaway in an agile way.
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Python is a very powerful, high-level, object-oriented programming language. It has swiftly developed over the years to become the language of choice for software developers due to its simplicity. This book takes you through varied and real-life projects. The examples start with the basics and gradually increase in complexity, helping boost your sk
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ArcGIS Pro makes use of the modern ribbon interface and 64-bit processing to increase the speed and efficiency of using GIS. If you want to gain a thorough understanding of the various data formats that can be used in ArcGIS Pro and shared via ArcGIS Online, then this book is for you.
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Django is a Python web framework that makes the web development process very easy. It reduces the amount of trivial code that simplifies the creation of web applications and results in faster development. It is a very powerful and a great choice for creating RESTful web services.If you are a python developer who wants to create RESTful web services
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Odoo is a full-featured open source ERP with a focus on extensibility. The flexibility and sustainability of open source is also a key selling point of Odoo. It is built on a powerful framework for rapid application development, both for back-end applications and front-end websites. The latest v10 has quite a few updates that will interest develope
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Computer vision is found everywhere in modern technology. OpenCV for Python enables us to run computer vision algorithms in real time. With the advent of powerful machines, we have more processing power to work with. Using this technology, we can seamlessly integrate our computer vision applications into the cloud. Focusing on OpenCV 3.x and Python
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The SciPy stack is a popular Python ecosystem used for mathematical and scientific computing tasks. Learn how you can put to use the various functionalities offered by the SciPy stack in the most efficient way possible. With the help of this book, you will solve real-world problems in linear algebra, numerical analysis, visualization, and more.
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This book allows existing programmers, statisticians, and data scientists to learn and take advantage of Julia while building applications with complex numerical and scientific computations. A basic knowledge of mathematics is required to understand the various methods that will be used or created in the book and exploit Julia's capabilities.
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TensorFlow 1.x is an open source software library for numerical computation using data flow graphs. This book approaches common commercial machine learning problems using Google’s TensorFlow 1.x library. It covers unique features of the library such as Data Flow Graphs, training, visualization of performance with TensorBoard—all withi
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scikit-learn has evolved as a robust library for machine learning applications in python with support for a wide range of supervised and unsupervised learning algorithms.This edition brings to you the various enhancements to its model implementations, API and bug fixes in the latest major release of scikit-learn to support Python. This book covers
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If you’re aware of the buzz surrounding the terms such as machine learning, artificial intelligence or deep learning, you might know what neural networks are. TensorFlow is a popular framework which can be used to implement efficient neural networks and deep learning models. This book will show you how to leverage the power of TensorFlow to
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Explore pandas, the powerful Python library for data analysis and manipulation by working on real-world datasets. Get to grips with the fundamentals and learn to use pandas to clean messy data, independently analyze groups within your data, make powerful time-series calculations, and create beautiful visualizations during exploratory data analysis.
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Odoo is a Python-based ERP system and is completely open source. Odoo is a comprehensive suite of business applications offering a wealth of functionalities that can be deployed to meet your business needs.
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Technology plays an increasingly large role in our daily life and shows no signs of stopping. Now, more than ever, it is paramount that an investigator develops programming expertise to deal with increasingly large datasets. By leveraging the Python recipes explored throughout this book, we make the complex simple, quickly extracting relevant infor
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It’s an exciting time to get involved with MicroPython, the re-implementation of Python 3 for microcontrollers and embedded systems. This practical guide delivers the knowledge you need to roll up your sleeves and create exceptional embedded projects with this lean and efficient programming language. If you’re familiar with Python as a
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Python is a very high level, general purpose language that is utilized heavily in fields such as data science and research, as well as being one of the top choices for general purpose programming for programmers around the world. It features a wide number of powerful, high and low-level libraries and frameworks that complement its delightful syntax
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Welcome to Scientific Python and its community. If you’re a scientist who programs with Python, this practical guide not only teaches you the fundamental parts of SciPy and libraries related to it, but also gives you a taste for beautiful, easy-to-read code that you can use in practice. You’ll learn how to write elegant code that’
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Python is an excellent language to use to write code and have fun by prototyping applications quickly. The presence of lots of third-party libraries, also known as batteries, makes it easier and faster to prototype an application or to implement a new algorithm. If you are interested in creating the building blocks for many practical web and networ
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Natural Language Processing is a field of computational linguistics and artificial intelligence that deals with human-computer interaction. The numbers of human-computer interaction instances are increasing so it’s becoming imperative that computers comprehend all major natural languages. Python's powerful tools and libraries are evolved so
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This book covers a complete overview of Deep Learning with Theano, a Python-based library that makes optimizing numerical expressions easy.Practical code examples address supervised, unsupervised, generative and reinforcement learning for image recognition, natural language processing, or game strategy, with best performing nets and principles.
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We often deploy our web applications into the cloud, and our code needs to interact with many third-party services. An efficient way to build applications to do this is through microservices architecture. But, in practice, it's hard to get this right due to the complexity of all the pieces interacting with each other. This book will teach you how t
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Machine learning explores the study and construction of algorithms that can learn from, and make predictions on, data. This book will act as an entry point for anyone who wants to make a career in the field of Machine Learning. A few famous algorithms that are covered in this book are Linear regression, Logistic Regression, SVM, Naïve Bayes,
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This book examines machine learning models including k-nearest neighbors, logistic regression, naive Bayes, random forests, and support vector machines. You will work through document classification, image recognition, and other example problems.
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Businesses today are evolving so rapidly that having their own infrastructure to support their expansion is not feasible. As a result, they have been resorting to the elasticity of the cloud to provide a platform to build and deploy their highly scalable applications. This book will take you through the creation of a complete Python application bas
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Daniel Arbuckle’s Mastering Python covers the basics of operating in a Python development environment, as well as advanced topics. Daniel presents you with real-world solutions to Python 3.6 and advanced-level concepts such as reactive programming and microservices, introducing ctypes and Cython tools.
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Pandas is a popular Python package used for practical, real world data analysis. It provides efficient fast, high-performance data structures that makes data exploration and analysis very easy. This learner's guide will help you through a comprehensive set of features provided by the pandas library to perform efficient data manipulation and analysi
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ArcGIS allows for complex analyses of spatial data. The ArcPy module is used to create custom ArcGIS tools, providing automation of geospatial analysis and map book production. The second edition of the book focuses on new Python offerings by Esri for ArcGIS for Server, ArcGIS Online and ArcGIS Pro, including the ArcGIS API for Python. Using Pyth
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Python is also an extension language for applications written in other languages that need easy-to-use scripting or automation interfaces. It is one of the easiest languages with which you can perform network automation.This book will cover all advanced networking concepts using Python.
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The Python Apprentice is a book for developers who do not know Python yet, but have an urgent need to learn it. Most working developers need to learn the syntax, libraries and tools to be able to become productive. Austin Bingham's and Robert Smallshire's book take a very direct approach to make the reader productive professionally, and also to mak
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Data science and machine learning are some of the top buzzwords in the technical world today. A re-surging interest in machine learning is due to the same factors that have made data mining and Bayesian analysis more popular than ever. This book is your entry point to machine learning. Through this book, you will learn to apply the concepts of mach
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Data structures allow you to organize data in a particular way efficiently. They are critical to any problem, provide a complete solution, and act like reusable code. In this book, you will learn the essential Python data structures and the most common algorithms.
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Python is a multi-domain, interpreted programming language. It is a widely used general-purpose, high-level programming language. It is often used as a scripting language because of its forgiving syntax and compatibility with a wide variety of different eco-systems. Python GUI Programming Cookbook follows a task-based approach to help you create be
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Python is a versatile language that has found applications in many industries. The clean syntax, rich standard library, and vast selection of third-party libraries makes Python a wildly popular language.
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Raspberry Pi Zero is a super-small and super-affordable product from Raspberry Pi that is packed with a plethora of features and has grabbed the notice of programmers, especially those who use Python.
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Software architecture or creating a blueprint design for a particular software application is not a walk in the park. The two biggest challenges in software architecture are keeping architecture in sync, first, with the requirements as they are uncovered or evolve and, next, with the implementation as it gets built and evolves.
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The next step in the information age is to gain insights from the deluge of data coming our way. Data mining provides a way of finding these insights, and Python is one of the most popular languages for data mining because it provides both power and flexibility in analysis.
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This book will show data analysis tasks, ranging from data retrieval, cleaning, manipulation, visualization, and storage to complex analysis and modeling using a variety of modules such as NumPy, SciPy, matplotlib, pandas, scikit-learn, and NLTK. You will be able to analyze different kinds of data including numeric, text, time-series, graph, and so
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QGIS is a desktop geographic information system that facilitates data viewing, editing, and analysis. Based on version QGIS 2.18, this book will teach you how to write Python code that works with spatial data to automate geoprocessing tasks in QGIS.
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Build real-world artificial intelligence apps to intelligently interact with the world around you, explore real-world scenarios, and discover the various algorithms that can be used to build AI applications. Packed with insightful examples and topics such as predictive analytics and deep learning, this book is a must-have for Python developers.
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Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Sci
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Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine
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The Hitchhiker's Guide to Python takes the journeyman Pythonista to true expertise. More than any other language, Python was created with the philosophy of simplicity and parsimony. Now 25 years old, Python has become the primary or secondary language (after SQL) for many business users. With popularity comes diversity—and possibly dilution.T
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If you’re like many of Excel’s 750 million users, you want to do more with your data—like repeating similar analyses over hundreds of files, or combining data in many files for analysis at one time. This practical guide shows ambitious non-programmers how to automate and scale the processing and analysis of data in different forma
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If you understand basic mathematics and know how to program with Python, you’re ready to dive into signal processing. While most resources start with theory to teach this complex subject, this practical book introduces techniques by showing you how they’re applied in the real world. In the first chapter alone, you’ll be able to de
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How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that’s initially too messy or difficult to access. You don't need to know a thing about the Python programming language to get started.Through
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Start your coding journey by learning Python and develop your skills as you build a complete mini website by applying the fundamental as well as advanced concepts of programming. Using several simple yet effective hands-on examples, you’ll explore the powerful features of Python for writing error-free, reusable code for all platforms.
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Want to develop novel robot applications, but don’t know how to write a mapping or object-recognition system? You’re not alone, but you’re certainly not without help. By combining real-world examples with valuable knowledge from the Robot Operating System (ROS) community, this practical book provides a set of motivating recipes fo
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