{"product_id":"applied-computational-thinking-with-python-second-edition-algorithm-design-for-complex-real-world-problems-9781837632305","title":"Applied Computational Thinking with Python - Second Edition: Algorithm design for complex real-world problems","description":"\u003cp\u003e\u003cstrong\u003eUse the computational thinking philosophy to solve complex problems by designing appropriate algorithms to produce optimal results across various domains\u003c\/strong\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eDevelop logical reasoning and problem-solving skills that will help you tackle complex problems\u003c\/li\u003e\n\u003cli\u003eExplore core computer science concepts and important computational thinking elements using practical examples\u003c\/li\u003e\n\u003cli\u003eFind out how to identify the best-suited algorithmic solution for your problem\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003eComputational thinking helps you to develop logical processing and algorithmic thinking while solving real-world problems across a wide range of domains. It's an essential skill that you should possess to keep ahead of the curve in this modern era of information technology. Developers can apply their knowledge of computational thinking to solve problems in multiple areas, including economics, mathematics, and artificial intelligence.\u003c\/p\u003e\u003cp\u003eThis book begins by helping you get to grips with decomposition, pattern recognition, pattern generalization and abstraction, and algorithm design, along with teaching you how to apply these elements practically while designing solutions for challenging problems. You'll then learn about various techniques involved in problem analysis, logical reasoning, algorithm design, clusters and classification, data analysis, and modeling, and understand how computational thinking elements can be used together with these aspects to design solutions. Toward the end, you will discover how to identify pitfalls in the solution design process and how to choose the right functionalities to create the best possible algorithmic solutions.\u003c\/p\u003e\u003cp\u003eBy the end of this algorithm book, you will have gained the confidence to successfully apply computational thinking techniques to software development.\u003c\/p\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eFind out how to use decomposition to solve problems through visual representation\u003c\/li\u003e\n\u003cli\u003eEmploy pattern generalization and abstraction to design solutions\u003c\/li\u003e\n\u003cli\u003eBuild analytical skills to assess algorithmic solutions\u003c\/li\u003e\n\u003cli\u003eUse computational thinking with Python for statistical analysis\u003c\/li\u003e\n\u003cli\u003eUnderstand the input and output needs for designing algorithmic solutions\u003c\/li\u003e\n\u003cli\u003eUse computational thinking to solve data processing problems\u003c\/li\u003e\n\u003cli\u003eIdentify errors in logical processing to refine your solution design\u003c\/li\u003e\n\u003cli\u003eApply computational thinking in domains, such as cryptography, and machine learning\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThis book is for students, developers, and professionals looking to develop problem-solving skills and tactics involved in writing or debugging software programs and applications. Familiarity with Python programming is required.\u003c\/p\u003eTable of Contents\u003col\u003e\n\u003cli\u003eFundamentals of Computer Science\u003c\/li\u003e\n\u003cli\u003eElements of Computational Thinking\u003c\/li\u003e\n\u003cli\u003eUnderstanding Algorithms and Algorithmic Thinking\u003c\/li\u003e\n\u003cli\u003eUnderstanding Logical Reasoning\u003c\/li\u003e\n\u003cli\u003eErrors\u003c\/li\u003e\n\u003cli\u003eExploring Problem Analysis\u003c\/li\u003e\n\u003cli\u003eDesigning Solutions and Solution Processes\u003c\/li\u003e\n\u003cli\u003eIdentifying Challenges within Solutions\u003c\/li\u003e\n\u003cli\u003eIntroduction to Python\u003c\/li\u003e\n\u003cli\u003eUnderstanding Input and Output to Design a Solution Algorithm\u003c\/li\u003e\n\u003cli\u003eControl Flow\u003c\/li\u003e\n\u003cli\u003eUsing Computational Thinkning and Python in Simples Challenges\u003c\/li\u003e\n\u003cli\u003eDebugging\u003c\/li\u003e\n\u003cli\u003eUsing Python in Experimental and Data Analysis\u003c\/li\u003e\n\u003cli\u003eUsing Classification and Clusters Introduction to Machine Learning\u003c\/li\u003e\n\u003cli\u003eUsing Computational Thinking and Pythin in Statistical Analysis\u003c\/li\u003e\n\u003cli\u003eApplied Computational Thinking Problems\u003c\/li\u003e\n\u003cli\u003eAdvanced Applied Computational Thinking Problems\u003c\/li\u003e\n\u003cli\u003eUsage of Cloud Platforms\u003c\/li\u003e\n\u003c\/ol\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sofía de Jesús, Dayrene Martinez\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/29\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 438\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.65lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.89d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781837632305\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e\u003ci\u003eJesús, Sofía de:\u003c\/i\u003e\u003c\/b\u003e - 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.\u003cb\u003e\u003ci\u003eMartinez, Dayrene:\u003c\/i\u003e\u003c\/b\u003e - 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.\u003c\/p\u003e\u003cp\u003e\u003ci\u003eThis title is not returnable\u003c\/i\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Paperback","offer_id":43128234967155,"sku":"9.78184E+12","price":69.42,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/files\/img_0ba80159-a1c1-4e2b-ae59-01e9a769ae52.jpg?v=1749735832","url":"https:\/\/bookstorenmore.com\/products\/applied-computational-thinking-with-python-second-edition-algorithm-design-for-complex-real-world-problems-9781837632305","provider":"Bookstore N More","version":"1.0","type":"link"}