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A Beginner’s Guide to Informatics and Artificial Intelligence : A Short Course Towards Practical Problem Solving / by Wei Weng.
Springer Nature - Springer Computer Science eBooks 2024 English International Available online
View online- Format:
- Book
- Author/Creator:
- Weng, Wei.
- Series:
- Computer Science Series
- Language:
- English
- Subjects (All):
- Computer science.
- Computer Science.
- Local Subjects:
- Computer Science.
- Physical Description:
- 1 online resource (136 pages)
- Edition:
- 1st ed. 2024.
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2024.
- Summary:
- Embark on a transformative learning journey with this book, a concise and engaging short course for those taking their first steps into the realms of information science and AI. Ideal for undergraduates, graduates, and professionals, this book lays a sturdy foundation upon which readers can build whether their aim is to undertake research projects, pursue a career in technology, or simply understand the workings of the digital age. The learning objectives are: * Foundational understanding: Build a sturdy foundation by introducing basic concepts and gradually progressing to advanced topics. * Practical problem-solving: Foster the ability to solve real-world problems through guided exercises and application-oriented learning. * Holistic knowledge: Provide a holistic understanding of information science and AI, empowering learners to contribute meaningfully to the future of these disciplines. The key features are: * Comprehensive coverage: Explore computer science basics to advanced AI techniques for a holistic understanding of the field. * Engaging writing style: Complex concepts made approachable for beginners without sacrificing depth. * Bridging theory with application: Real-world scenarios illustrate and encourage practical applications. * Practical exercises: Guided hands-on exercises develop problem-solving skills, ensuring a practical understanding of the material. * Enriched learning experience: Vivid examples, flowcharts, and interactive elements bring concepts to life. E-lectures of the book "Informatics and Artificial Intelligence for Beginners I & II" will be released on Springer Video soon to further enhance the learning experience.
- Contents:
- Computer
- Flowchart
- Time Complexity
- AI: Mathematical Modeling
- AI: Genetic Algorithms
- AI: Machine Learning
- Network
- Database
- Information Security.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 981-9714-77-X
- OCLC:
- 1435507865
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