Python 🐍 Work With Data
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A collection of books and articles on Python and various data manipulation tools. Overview of architecture of business intelligence systems, design and development of BI Reports, data processing in Python Pandas.
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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.
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
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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
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.
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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
Web_Scraping_with_Python_Collecting_More_Data_from_the_Modern_Web.pdf
6.4 MB
Web Scraping with Python Collecting More Data from the Modern Web by Ryan Mitchell.pdf
Python_Web_Scraping_Cookbook_Over_90_proven_recipes_to_get_you_scraping.pdf
16 MB
Python Web Scraping Cookbook Over 90 proven recipes to get you scraping with Python, micro services, Docker and AWS.pdf
Python_Web_Scraping_Hands_on_data_scraping_and_crawling_using_PyQT.pdf
7.1 MB
Python Web Scraping Hands-on data scraping and crawling using PyQT, Selnium, HTML and Python.pdf
Learning_the_Pandas_Library_Python_Tools_for_Data_Munging,_Analysis.pdf
7 MB
Learning the Pandas Library Python Tools for Data Munging, Analysis, and Visual.pdf
Learn_Algorithmic_Trading_Build_and_deploy_algorithmic_trading_systems.pdf
15.9 MB
Learn Algorithmic Trading Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis.pdf

What you will learn
🏷 Understand the components of modern algorithmic trading systems and strategies
🏷 Apply machine learning in algorithmic trading signals and strategies using Python
🏷 Build, visualize and analyze trading strategies based on mean reversion, trend, economic releases and more
🏷 Quantify and build a risk management system for Python trading strategies
🏷 Build a backtester to run simulated trading strategies for improving the performance of your trading bot
🏷 Deploy and incorporate trading strategies in the live market to maintain and improve profitability
A_General_Introduction_to_Data_Analytics_by_João_Moreira,_Andre.pdf
5.5 MB
A General Introduction to Data Analytics by João Moreira, Andre Carvalho, Tomás Horvath.pdf

A guide to the principles and methods of data analysis that does not require knowledge of statistics or programming.

Thought to be easily accessible to non-experts, the book provides motivation to the necessity of analyzing data. It explains how to visualize and summarize data, and how to find natural groups and frequent patterns in a dataset. The book also explores predictive tasks, be them classification or regression. Finally, the book discusses popular data analytic applications, like mining the web, information retrieval, social network analysis, working with text, and recommender systems.