کتابخانه مهندسی کامپیوتر و پایتون

Interpretable #Machine_Learning with Python, 2nd Edition: Build explainable, fair, and robust high-performance models with hands-on, real-world examples The second edition covers the key concepts of interpreting machine learning models using real-world data, giving you a wide range of skills and tools to decipher the results of even the most complex models. #python برای دانلود کتابهای بیشتر در کانال عضو شوید 👇 🆔 @ProgrammingPDF کانال اختصاصی پایتون👇 🆔 @Python4all_pro

Build a Backend REST API with Python & Django — Beginner: Create that App & fully-functioning user database in this crash course to building a REST API Inside the book you will find: Step-by-step tutorials: Walk through the entire process of creating a development environment on Windows and macOS, from installing the necessary tools to deploying your application to AWS. Hands-on Approach: Dive into hands-on training, from creating a simple "Hello World" script to complex features such as authentication, posting status updates, and managing profile feeds. In-Depth Explanations: Understand the core concepts of Django 2.2 and Django REST Framework 3.9 such as Django Models, APIViews, Viewsets, Serializers. Real World Application: Learn the importance of internal REST APIs in today's app-driven digital era. #python #django برای دانلود کتابهای بیشتر در کانال عضو شوید 👇 🆔 @ProgrammingPDF کانال اختصاصی پایتون👇 🆔 @Python4all_pro

Data Visualization Using Google Gemini This book offers a comprehensive guide to using #Python-based data visualization techniques with the innovative capabilities of Google Gemini. Especially for those who are proficient in Python and want to improve their visualization skills, it covers important libraries such as Pandas, Matplotlib and Seaborn, as well as information about the innovative Gemini platform. With a focus on practicality and efficiency, it provides a quick yet thorough exploration of data visualization methodologies supported by code examples generated by #Gemini. #DataScience #علم_داده 🗂کتابخانه تخصصی پایتون 👇 🆔 @ProgrammingPDF

Data Science: A First Introduction with Python #Data_Science: A First Introduction with Python explores using the Python programming language in Jupyter notebooks to manipulate and cleanse data, create powerful visualizations, and extract insights from data using classification, regression, clustering, and inference. Emphasis is placed on clear, repeatable and accessible workflows, as well as the fundamentals of version control. Based on educational research and active learning principles, the book takes a modern approach to #Python and includes accompanying autograded Jupyter worksheets for interactive, self-paced learning. The text will allow readers to be well prepared for working on projects in the field of Data Science. It is intended for students of all majors with minimal prior knowledge of mathematics and programming. 🗂کتابخانه تخصصی پایتون 👇 🆔 @ProgrammingPDF

Big #SQL cheat sheet with query examples and explanation برای دانلود کتابهای بیشتر در کانال عضو شوید 👇 🆔 @ProgrammingPDF کانال اختصاصی پایتون👇 🆔 @Python4all_pro

#Excel with AI: A Comprehensive Guide to #CoPilot and #Python Integration Unleash the power of Excel with #artificial_intelligence at your fingertips. Dive into the depths of Excel best practices with Excel with Artificial Intelligence, the definitive guide for enthusiasts looking to harness Excel's full potential with artificial intelligence (AI) and programming. This book is intended for those who have mastered the basics and are now ready to explore uncharted territories. It goes beyond the fundamentals and reveals sophisticated techniques that will revolutionize your data analytics and automation skills. برای دانلود کتابهای بیشتر در کانال عضو شوید 👇 🆔 @ProgrammingPDF کانال اختصاصی پایتون👇 🆔 @Python4all_pro

Modern Survey Analysis: Using Python for Deeper Insights This book develops survey data analysis tools in #Python for creating and analyzing cross-tab tables and data visuals, weighting data, testing hypotheses, and handling custom survey questions such as Test All That Applies. In addition, the basics of Bayesian data analysis and its implementation in Python are presented. Since surveys are widely used as the primary method for collecting data and ultimately information about the attitudes, interests and opinions of customers and stakeholders, these tools are vital for policy decisions in the private or public sector. برای دانلود کتابهای بیشتر در کانال عضو شوید 👇 🆔 @ProgrammingPDF کانال اختصاصی پایتون👇 🆔 @Python4all_pro