Yüklüyor…

QR Kod

Python for Probability, Statistics, and Machine Learning

Diğer sürümleri göster (1)

This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. The entire text, including all the figures and numerical results, is reproducible using the Python codes and their associated Jupyter/IPython notebooks, which are p...

Detaylı Bibliyografya
Yazar:	Unpingco, José (Yazar)
Müşterek Yazar:	SpringerLink (Online service)
Materyal Türü:	e-Kitap
Dil:	İngilizce
Baskı/Yayın Bilgisi:	Cham : Springer International Publishing : 2016. Imprint: Springer,
Edisyon:	1st ed. 2016.
Konular:	Telecommunication. Engineering mathematics. Engineering > Data processing. Statistics . Computer science > Mathematics. Mathematical statistics. Data mining. Communications Engineering, Networks. Mathematical and Computational Engineering Applications. Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. Probability and Statistics in Computer Science. Data Mining and Knowledge Discovery.
Online Erişim:	Full-text access

Benzer Materyaller

Python for Probability, Statistics, and Machine Learning
Yazar:: Unpingco, José
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2019.)

Fundamentals of Probability and Stochastic Processes with Applications to Communications
Yazar:: Park, Kun Il
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2018.)

Challenges in Computational Statistics and Data Mining
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2016.)

Bayesian Methods in the Search for MH370
Yazar:: Gordon, Neil, ve diğerleri
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2016.)

The Theory of Info-Dynamics: Rational Foundations of Information-Knowledge Dynamics
Yazar:: Dompere, Kofi K.
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2018.)

The Theory of Info-Statics: Conceptual Foundations of Information and Knowledge
Yazar:: Dompere, Kofi K.
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2018.)

Social Network Analysis Applied to Team Sports Analysis
Yazar:: Clemente, Filipe Manuel, ve diğerleri
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2016.)

The Statistical Stability Phenomenon
Yazar:: Gorban, Igor I.
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2017.)

Probabilistic Cellular Automata Theory, Applications and Future Perspectives /
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2018.)

Randomness and Hyper-randomness
Yazar:: Gorban, Igor I.
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2018.)

Engineering Analysis
Yazar:: Potter, Merle C.
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2019.)

Principal Component Regression for Crop Yield Estimation
Yazar:: Suryanarayana, T.M.V, ve diğerleri
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2016.)

Statistical Physics for Electrical Engineering
Yazar:: Merhav, Neri
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2018.)

From Curve Fitting to Machine Learning An Illustrative Guide to Scientific Data Analysis and Computational Intelligence /
Yazar:: Zielesny, Achim
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2016.)

Uncertain Differential Equations
Yazar:: Yao, Kai
Baskı/Yayın Bilgisi: (Springer Berlin Heidelberg : Imprint: Springer, 2016.)

Soft Methods for Data Science
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2017.)

Statistical Analysis of Microbiome Data with R /
Yazar:: Xia, Yinglin
Baskı/Yayın Bilgisi: (Springer Singapore, 2018.)

Recent Advances in Natural Computing Selected Results from the IWNC 8 Symposium /
Baskı/Yayın Bilgisi: (Springer Japan : Imprint: Springer, 2016.)

Risk and Reliability Analysis: Theory and Applications In Honor of Prof. Armen Der Kiureghian /
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2017.)

Hyper-lattice Algebraic Model for Data Warehousing
Yazar:: Sen, Soumya, ve diğerleri
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2016.)

Problem-Based Learning: A Didactic Strategy in the Teaching of System Simulation
Yazar:: Cevallos-Torres, Lorenzo, ve diğerleri
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2019.)

Variational Methods in Molecular Modeling
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2017.)

Introduction to probability and statistics : principles and applications for engineering and the computing sciences /
Yazar:: Milton, J. Susan
Baskı/Yayın Bilgisi: (McGraw-Hill, 2003.)

Evolutionary Global Optimization, Manifolds and Applications
Yazar:: Aguiar e Oliveira Junior, Hime
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2016.)

Ambient Communications and Computer Systems RACCCS-2018 /
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2019.)

Information and Communication Technology for Competitive Strategies Proceedings of Third International Conference on ICTCS 2017 /
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2019.)

Networking Communication and Data Knowledge Engineering Volume 2 /
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2018.)

Proceedings of the International Conference on Computing and Communication Systems I3CS 2016, NEHU, Shillong, India /
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2018.)

Networking Communication and Data Knowledge Engineering Volume 1 /
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2018.)

Advances in Data and Information Sciences Proceedings of ICDIS-2017, Volume 1 /
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2018.)

Advances in Data and Information Sciences Proceedings of ICDIS 2017, Volume 2 /
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2019.)

Ambient Communications and Computer Systems RACCCS 2017 /
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2018.)

Statistical Methods in Hydrology and Hydroclimatology
Yazar:: Maity, Rajib
Baskı/Yayın Bilgisi: (Springer Nature Singapore : Imprint: Springer, 2018.)

Quantitative Methods for the Social Sciences A Practical Introduction with Examples in SPSS and Stata /
Yazar:: Stockemer, Daniel
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2019.)

Intuitionistic Fuzzy Calculus
Yazar:: Lei, Qian, ve diğerleri
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2017.)

Applying Machine Learning for Automated Classification of Biomedical Data in Subject-Independent Settings
Yazar:: Pham, Thuy T.
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2019.)

Numerical Methods and Modelling for Engineering
Yazar:: Khoury, Richard, ve diğerleri
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2016.)

Artificial Neural Networks A Practical Course /
Yazar:: da Silva, Ivan Nunes, ve diğerleri
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2017.)

Recent Developments and New Direction in Soft-Computing Foundations and Applications Selected Papers from the 4th World Conference on Soft Computing, May 25-27, 2014, Berkeley /
Baskı/Yayın Bilgisi: (Springer International Publishing : Imprint: Springer, 2016.)

Machine Learning for Cyber Physical Systems Selected papers from the International Conference ML4CPS 2018 /
Baskı/Yayın Bilgisi: (Springer Berlin Heidelberg : Imprint: Springer Vieweg, 2019.)