Вебинар SkillBox - Взом на python.rar
1.3 GB
Вебинар SkillBox - Взом на python
Data Science With Python And Dask by Jesse C. Daniel.pdf
8.1 MB
Data Science With Python And Dask - Jesse C. Daniel
Data Science with Python and Dask teaches you to build scalable projects that can handle massive datasets. After meeting the Dask framework, you'll analyze data in the NYC Parking Ticket database and use DataFrames to streamline your process. Then, you'll create machine learning models using Dask-ML, build interactive visualizations, and build clusters using AWS and Docker.
What's inside
• Working with large, structured and unstructured datasets
• Visualization with Seaborn and Datashader
• Implementing your own algorithms
• Building distributed apps with Dask Distributed
• Packaging and deploying Dask apps
Data Science with Python and Dask teaches you to build scalable projects that can handle massive datasets. After meeting the Dask framework, you'll analyze data in the NYC Parking Ticket database and use DataFrames to streamline your process. Then, you'll create machine learning models using Dask-ML, build interactive visualizations, and build clusters using AWS and Docker.
What's inside
• Working with large, structured and unstructured datasets
• Visualization with Seaborn and Datashader
• Implementing your own algorithms
• Building distributed apps with Dask Distributed
• Packaging and deploying Dask apps
Advanced_Data_Analytics_Using_Python_With_Machine_Learning,_Deep.pdf
2.2 MB
Advanced Data Analytics Using Python With Machine Learning, Deep Learning and NLP Example.pdf
What You Will Learn
+ Work with data analysis techniques such as classification, clustering, regression, and forecasting
+ Handle structured and unstructured data, ETL techniques, and different kinds of databases such as Neo4j, Elasticsearch, MongoDB, and MySQL
+ Examine the different big data frameworks, including Hadoop and Spark
+ Discover advanced machine learning concepts such as semi-supervised learning, deep learning, and NLP
What You Will Learn
+ Work with data analysis techniques such as classification, clustering, regression, and forecasting
+ Handle structured and unstructured data, ETL techniques, and different kinds of databases such as Neo4j, Elasticsearch, MongoDB, and MySQL
+ Examine the different big data frameworks, including Hadoop and Spark
+ Discover advanced machine learning concepts such as semi-supervised learning, deep learning, and NLP
Object-Oriented Programming with Python
Data_Driven_Security_Analysis,_Visualization_and_Dashboards_by_Jay.pdf
13.3 MB
Everything in this book will have practical application for information security professionals.
🛡 Helps IT and security professionals understand and use data, so they can thwart attacks and understand and visualize vulnerabilities in their networks
🛡 Includes more than a dozen real-world examples and hands-on exercises that demonstrate how to analyze security data and intelligence and translate that information into visualizations that make plain how to prevent attacks
🛡 Covers topics such as how to acquire and prepare security data, use simple statistical methods to detect malware, predict rogue behavior, correlate security events, and more
🛡 Written by a team of well-known experts in the field of security and data analysis
Lock down your networks, prevent hacks, and thwart malware by improving visibility into the environment, all through the power of data and Security Using Data Analysis, Visualization, and Dashboards.
🛡 Helps IT and security professionals understand and use data, so they can thwart attacks and understand and visualize vulnerabilities in their networks
🛡 Includes more than a dozen real-world examples and hands-on exercises that demonstrate how to analyze security data and intelligence and translate that information into visualizations that make plain how to prevent attacks
🛡 Covers topics such as how to acquire and prepare security data, use simple statistical methods to detect malware, predict rogue behavior, correlate security events, and more
🛡 Written by a team of well-known experts in the field of security and data analysis
Lock down your networks, prevent hacks, and thwart malware by improving visibility into the environment, all through the power of data and Security Using Data Analysis, Visualization, and Dashboards.
Qt5_Python_GUI_Programming_Cookbook_Building_responsive_and_powerful.pdf
4.7 MB
What you will learn
⚙️ Use basic Qt components, such as a radio button, combo box, and sliders
⚙️ Use QSpinBox and sliders to handle different signals generated on mouse clicks
⚙️ Work with different Qt layouts to meet user interface requirements
⚙️ Create custom widgets and set up customizations in your GUI
⚙️ Perform asynchronous I/O operations and thread handling in the Python GUI
⚙️ Employ network concepts, internet browsing, and Google Maps in UI
⚙️ Use graphics rendering and implement animation in your GUI
⚙️ Make your GUI application compatible with Android and iOS devices
⚙️ Use basic Qt components, such as a radio button, combo box, and sliders
⚙️ Use QSpinBox and sliders to handle different signals generated on mouse clicks
⚙️ Work with different Qt layouts to meet user interface requirements
⚙️ Create custom widgets and set up customizations in your GUI
⚙️ Perform asynchronous I/O operations and thread handling in the Python GUI
⚙️ Employ network concepts, internet browsing, and Google Maps in UI
⚙️ Use graphics rendering and implement animation in your GUI
⚙️ Make your GUI application compatible with Android and iOS devices
SPA Design and Architecture by Emmit A. Scott.pdf
13.6 MB
About the book
SPA Design and Architecture teaches you the design and development skills you need to create SPAs. You?ll start with an introduction to the SPA model and see how it builds on the standard approach using linked pages. The author guides you through the practical issues of building an SPA, including an overview of MV* frameworks, unit testing, routing, layout management, data access, pub/sub, and client-side task automation. This book is full of easy-to-follow examples you can apply to the library or framework of your choice.
What's inside
- Working with modular JavaScript
- Understanding MV* frameworks
- Layout management
- Client-side task automation
- Testing SPAs
SPA Design and Architecture teaches you the design and development skills you need to create SPAs. You?ll start with an introduction to the SPA model and see how it builds on the standard approach using linked pages. The author guides you through the practical issues of building an SPA, including an overview of MV* frameworks, unit testing, routing, layout management, data access, pub/sub, and client-side task automation. This book is full of easy-to-follow examples you can apply to the library or framework of your choice.
What's inside
- Working with modular JavaScript
- Understanding MV* frameworks
- Layout management
- Client-side task automation
- Testing SPAs
Foundations of agile Python development by Jeff Younker.pdf
5.9 MB
Foundations of agile Python development by Jeff Younker.pdf
Agile, Revision Control, Test-Driven Development, Unit Testing, Stubs, Mock-Ups, Code Coverage, and more. This stuff requires a top-down approach -- understanding it on a high level before being able to use it to its fullest. Sure, you probably use CVS or Subversion and test your code. But this book gives you the full picture, and ties everything together.
Agile, Revision Control, Test-Driven Development, Unit Testing, Stubs, Mock-Ups, Code Coverage, and more. This stuff requires a top-down approach -- understanding it on a high level before being able to use it to its fullest. Sure, you probably use CVS or Subversion and test your code. But this book gives you the full picture, and ties everything together.
https://refactoring.guru/ru - Прикольный сайт про паттерны и рефакторинг. Есть множество примеров по паттернам python https://refactoring.guru/ru/design-patterns/python
Еще паттерны проектирования описаны тут https://github.com/pkolt/design_patterns
Еще паттерны проектирования описаны тут https://github.com/pkolt/design_patterns
refactoring.guru
Рефакторинг и Паттерны проектирования
Рефакторинг — это контролируемый процесс улучшения вашего кода, без написания новой функциональности. Паттерны проектирования описывают типичные способы решения часто встречающихся проблем при проектировании программ.
Data_Science_in_Production_Building_Scalable_Model_Pipelines_with.pdf
2.6 MB
Data Science in Production Building Scalable Model Pipelines with Python by Ben G Weber.pdf
Interactive_Data_Visualization_With_Python_present_your_data_as.pdf
20 MB
Interactive Data Visualization With Python present your data as an. by Abha Belorkar.pdf
Practical_Web_Scraping_for_Data_Science_Best_Practices_and_Examples.pdf
4.8 MB
Practical Web Scraping for Data Science Best Practices and Examples with Python by Seppe vanden Broucke, Bart Baesens.pdf