Python for scientific computing and artificial intelligence
Lynch, Stephen
Python for scientific computing and artificial intelligence - Boca Raton : CRC Press, Taylor & Francis Group, 2023. - xx, 313 p. - Chapman & Hall/CRC the Python series .
Includes bibliographical references and index.
Python for Scientific Computing and Artificial Intelligence is split into 3 parts: in Section 1, the reader is introduced to the Python programming language and shown how Python can aid in the understanding of advanced High School Mathematics. In Section 2, the reader is shown how Python can be used to solve real-world problems from a broad range of scientific disciplines. Finally, in Section 3, the reader is introduced to neural networks and shown how TensorFlow (written in Python) can be used to solve a large array of problems in Artificial Intelligence (AI).
This book was developed from a series of national and international workshops that the author has been delivering for over twenty years. The book is beginner friendly and has a strong practical emphasis on programming and computational modelling.
9781032258713
Python (Computer program language)
Science--Data processing.
Artificial intelligence.
004.43 / LYN-P
Python for scientific computing and artificial intelligence - Boca Raton : CRC Press, Taylor & Francis Group, 2023. - xx, 313 p. - Chapman & Hall/CRC the Python series .
Includes bibliographical references and index.
Python for Scientific Computing and Artificial Intelligence is split into 3 parts: in Section 1, the reader is introduced to the Python programming language and shown how Python can aid in the understanding of advanced High School Mathematics. In Section 2, the reader is shown how Python can be used to solve real-world problems from a broad range of scientific disciplines. Finally, in Section 3, the reader is introduced to neural networks and shown how TensorFlow (written in Python) can be used to solve a large array of problems in Artificial Intelligence (AI).
This book was developed from a series of national and international workshops that the author has been delivering for over twenty years. The book is beginner friendly and has a strong practical emphasis on programming and computational modelling.
9781032258713
Python (Computer program language)
Science--Data processing.
Artificial intelligence.
004.43 / LYN-P
