Introduction to Python: With Applications in Optimization, Image and Video Processing, and Machine Learning (2024)
๐ Introduction to Python: With Applications in Optimization, Image and Video Processing, and Machine Learning (2024)
๐ Title: Introduction to Python: With Applications in Optimization, Image and Video Processing, and Machine Learning
๐ Series: The Python Series
๐จ๐ป Authors: David Bรกez-Lรณpez & David Alfredo Bรกez Villegas
๐ข Publisher: CRC Press
๐
Year: 2024
๐ฅ ๐ DOWNLOAD Free PDF NOW
๐ Why This Book is Important
Python is the backbone of modern computing, powering everything from AI research to engineering optimization and computer vision.
“Introduction to Python: With Applications in Optimization, Image and Video Processing, and Machine Learning” gives readers a balanced mix of theory and practice, making it ideal for students, researchers, and professionals who want to use Python beyond basics and apply it directly in real-world technical domains.
๐ What You’ll Learn Inside
๐งฑ Python Basics
- Setting up Python and understanding its syntax
- Control structures, functions, and modular coding
- Object-oriented programming and error handling
⚙️ Optimization Techniques
- Linear and nonlinear optimization problems
- Using Python libraries for solving engineering & operations research tasks
- Real-world case studies in decision-making and resource allocation
๐ผ️ Image & Video Processing
- Fundamentals of digital imaging
- Applying OpenCV + NumPy for filtering, transformations, and object tracking
- Video analysis workflows and detection techniques
๐ค Machine Learning Applications
- Supervised and unsupervised learning basics
- Building models with scikit-learn and TensorFlow
- Applying ML to multimedia and optimization problems
๐งช Hands-On Projects
- Step-by-step projects that integrate optimization, computer vision, and ML
- Practical datasets and exercises for self-learning or classroom use
๐จ๐ป Who This Book Is For
✅ Undergraduate & graduate students learning Python for engineering and science
✅ Researchers in optimization, machine learning, or image/video processing
✅ Engineers and data professionals applying Python in real-world projects
✅ Educators looking for practical examples for teaching applied Python
๐ก Why This Book Stands Out
- Published by CRC Press — trusted academic publisher
- Written by experts in optimization and applied computing
- Covers three essential technical domains in one volume
- Includes practical, step-by-step Python coding examples
๐ฅ Download & Start Learning Today
๐ฏ Gain the skills to use Python not only for coding — but for solving optimization, multimedia, and AI challenges.
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๐ “Move beyond coding basics — master Python for optimization, multimedia, and machine learning applications
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