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This book introduces readers to various topics and examples of programming in Python, as well as key concepts in artificial intelligence. Python programming skills will be imparted as we go along. Concepts and code snippets will be covered in a step-by-step manner, to guide and instill confidence in beginners. Complex subjectsin deep learning and machine learning will be broken down into easy-to-digest content and examples. Artificial intelligence implementations will also be shared, allowing beginners to generate their own artificial intelligence algorithms for reinforcement learning, style transfer, chatbots, speech, and natural language processing.
This book introduces readers to various topics and examples of programming in Python, as well as key concepts in artificial intelligence. Python programming skills will be imparted as we go along. Concepts and code snippets will be covered in a step-by-step manner, to guide and instill confidence in beginners. Complex subjectsin deep learning and machine learning will be broken down into easy-to-digest content and examples. Artificial intelligence implementations will also be shared, allowing beginners to generate their own artificial intelligence algorithms for reinforcement learning, style transfer, chatbots, speech, and natural language processing.
Dr. Teoh has been pursuing research in big data, deep learning, cybersecurity, artificial intelligence, machine learning, and software development for more than 25 years. His works have been published in more than 50 journals, conference proceedings, books, and book chapters. His qualifications include a PhD in computer engineering from the NTU, Doctor of Business Administration from the University of Newcastle, Master of Law from the NUS, LLB and LLM from the UoL, CFA, ACCA, and CIMA. He has more than 15 years' experience in data mining, quantitative analysis, data statistics, finance, accounting, and law and is passionate about the synergy between business and technology.
Zheng Rong is a software engineer with 4 years of experience. He embraces the ambiguity of data and enjoys the challenges presented by business problems. He has 3 years of teaching experience in data mining and data science, and has coauthored three journal publications on machine learning and deeplearning. He is interested in making learning programming and technology easy for all, including those from a non-technical background.
An essential artificial intelligence tutorial for people with little to no programming experience
Easy-to-digest content and code snippets covered in a step-by-step manner
Instructs how to implement your own artificial intelligence algorithms
| Erscheinungsjahr: | 2022 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Reihe: | Machine Learning: Foundations, Methodologies, and Applications |
| Inhalt: |
xiv
336 S. 20 farbige Illustr. 336 p. 20 illus. in color. |
| ISBN-13: | 9789811686146 |
| ISBN-10: | 9811686149 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC gerader Rücken kaschiert |
| Einband: | Gebunden |
| Autor: |
Rong, Zheng
Teoh, Teik Toe |
| Auflage: | 1st ed. 2022 |
| Hersteller: |
Springer Singapore
Springer Nature Singapore Machine Learning: Foundations, Methodologies, and Applications |
| Maße: | 241 x 160 x 23 mm |
| Von/Mit: | Zheng Rong (u. a.) |
| Erscheinungsdatum: | 17.03.2022 |
| Gewicht: | 0,693 kg |
Dr. Teoh has been pursuing research in big data, deep learning, cybersecurity, artificial intelligence, machine learning, and software development for more than 25 years. His works have been published in more than 50 journals, conference proceedings, books, and book chapters. His qualifications include a PhD in computer engineering from the NTU, Doctor of Business Administration from the University of Newcastle, Master of Law from the NUS, LLB and LLM from the UoL, CFA, ACCA, and CIMA. He has more than 15 years' experience in data mining, quantitative analysis, data statistics, finance, accounting, and law and is passionate about the synergy between business and technology.
Zheng Rong is a software engineer with 4 years of experience. He embraces the ambiguity of data and enjoys the challenges presented by business problems. He has 3 years of teaching experience in data mining and data science, and has coauthored three journal publications on machine learning and deeplearning. He is interested in making learning programming and technology easy for all, including those from a non-technical background.
An essential artificial intelligence tutorial for people with little to no programming experience
Easy-to-digest content and code snippets covered in a step-by-step manner
Instructs how to implement your own artificial intelligence algorithms
| Erscheinungsjahr: | 2022 |
|---|---|
| Genre: | Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Reihe: | Machine Learning: Foundations, Methodologies, and Applications |
| Inhalt: |
xiv
336 S. 20 farbige Illustr. 336 p. 20 illus. in color. |
| ISBN-13: | 9789811686146 |
| ISBN-10: | 9811686149 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC gerader Rücken kaschiert |
| Einband: | Gebunden |
| Autor: |
Rong, Zheng
Teoh, Teik Toe |
| Auflage: | 1st ed. 2022 |
| Hersteller: |
Springer Singapore
Springer Nature Singapore Machine Learning: Foundations, Methodologies, and Applications |
| Maße: | 241 x 160 x 23 mm |
| Von/Mit: | Zheng Rong (u. a.) |
| Erscheinungsdatum: | 17.03.2022 |
| Gewicht: | 0,693 kg |
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