Jesús / Sofia de Jesus / Martinez Applied Computational Thinking with Python

Design algorithmic solutions for complex and challenging real-world problems
1. Auflage 2020
ISBN: 978-1-83921-676-3
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 420 Seiten

No detailed description available for "Applied Computational Thinking with Python".

Autoren/Hrsg.

Jesús, Sofía De

Sofia de Jesus, Jesus

Martinez, Dayrene

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Objektorientierte Programmierung
• Mathematik | Informatik EDV | Informatik Informatik
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen

Inhaltsverzeichnis

Table of Contents - Fundamentals of Computer Science
- Elements of Computational Thinking
- Understanding Algorithms and Algorithmic Thinking
- Understanding Logical Reasoning
- Exploring Problem Analysis
- Designing Solutions and Solution Processes
- Identifying Challenges within Solutions
- Introduction to Python
- Understanding Input and Output to Design a Solution Algorithm

- Control Flow

- Using Computational Thinking and Python in Simple Challenges
- Using Python in Experimental and Data Analysis Problems
- Using Classification and Clusters
- Using Computational Thinking and Python in Statistical Analyses
- Applied Computational Thinking Problems
- Advanced Applied Computational Thinking Problems

Über Autor(innen)

Jesús Sofía De:

Sofía De Jesús is a computational thinking teacher with a degree from the University of Puerto Rico with a focus on math. She has a master's degree from the University of Dayton. Her experience in education and development spans two decades. She has worked with clients to develop solutions in multiple programming languages. As a teacher, Sofía helps students incorporate the philosophy of computational thinking in courses like game design, circuits, Python, web design, and robotics. She likes to play video games and spend time with her 11 year old Yorkie, King Kong. Sofía also enjoys creating materials, small furniture, and jewelry using CNC machines and laser cutters. She enjoys spending as much time in Puerto Rico as work and life permits.Martinez Dayrene:

Dayrene Martinez is a data engineer specializing in AI at one of the Big Four consulting firms. She holds a bachelor's degree in electrical engineering. Her expertise includes optimizing neural network models, ETL and AWS cloud computing. Previously, she was a systems engineer in the defense industry, developing neural networks for aerospace vehicle decision-making. Dayrene is a dedicated and passionate engineer who serves as a keynote speaker and mentor inspiring high school students, college students, and career changers in engineering and tech by sharing her experiences and insights, making a positive impact on the next generation of talent in the field.