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About Engineering with Python and AI A Practical Guide for Modern Engineers
Unlock the power of Python and revolutionize your engineering projects with this comprehensive guide. and “Engineering with A Comprehensive Guide for Modern Engineers and ” is an essential resource for engineers and students looking to harness the versatility and efficiency of Python in their work.This book provides a practical, hands-on approach to using Python in various engineering disciplines, from data analysis and modeling to automation and machine learning. Whether you are a mechanical, electrical, civil, or chemical engineer, this guide covers the essential tools and techniques you need to tackle complex engineering problems and innovate solutions.Inside this book, you will Fundamentals of Python Learn the basics of Python, including variables, control flow, data structures, and functions.Set up your Python development environment with ease.Engineering Libraries and Master essential libraries like NumPy, SciPy, Pandas, Matplotlib, and Seaborn for numerical computation, data manipulation, and visualization.Explore advanced libraries for machine learning and deep learning.Data Analysis and Import, process, and analyze engineering data from Excel and CSV files.Create professional graphs and visualizations to communicate your findings effectively.Modeling and Develop mathematical models and simulate engineering systems using differential equations and linear algebra.Apply these techniques to real-world problems in mechanical, electrical, and civil engineering.Statistical Analysis and Perform descriptive and inferential statistical analyses on engineering data.Use optimization techniques to enhance engineering designs and processes.Machine Learning and Artificial Implement machine learning algorithms to optimize engineering processes and predict outcomes.Dive into neural networks and deep learning to solve complex engineering problems.Automation and Write Python scripts to automate repetitive engineering tasks and improve efficiency.Develop automated solutions for data analysis, modeling, and report generation.Advanced Projects and Case Explore integrated projects that demonstrate the application of Python in smart manufacturing, smart city traffic management, renewable energy, and structural health monitoring.Learn from detailed case studies based on real-world engineering challenges.Who is this book for?Engineering students seeking to enhance their programming skills.Professional engineers looking to incorporate Python into their workflows.Researchers and academics aiming to leverage Python for data analysis and modeling.Technical managers overseeing engineering projects and innovations.
Detailed Information
| Author: | Ahmed Abdulla |
|---|---|
| Publication Year: | 2024 |
| Language: | English |
| File Size: | 1.5 |
| Format: | |
| Price: | FREE |
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