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· 제목 : Applied Data Analytics - Principles and Applications (Hardcover)
· 분류 : 외국도서 > 컴퓨터 > 신경회로망
· ISBN : 9788770220965
· 쪽수 : 368쪽
· 출판일 : 2019-07-31
· 분류 : 외국도서 > 컴퓨터 > 신경회로망
· ISBN : 9788770220965
· 쪽수 : 368쪽
· 출판일 : 2019-07-31
목차
- Chapter 1: Markov Chain and its Applications
- Chapter 2: Hidden Markov Modelling
- Chapter 3: Kalman Filters I
- Chapter 4: Kalman Filters II
- Chapter 5: Genetic Algorithms
- Chapter 6: Introduction to Calculus on Computational Graphs
- Chapter 7: Support Vector Machines
- Chapter 8: Artificial Neural Networks
- Chapter 9: Training of Neural Networks
- Chapter 10: Recurrent Neural Networks
- Chapter 11: Convolutional Neural Networks
- Chapter 12: Probabilistic Neural Networks
- Chapter 13: Finite State Machines
- Chapter 14: Principal Component Analysis
- Chapter 15: Moment Generating Functions
- Chapter 16: Characteristic Functions
- Chapter 17: Probability Generating Functions
- Chapter 18: Digital Identity Management System Using Neural Networks
