Weisheng Jiang,
Weisheng, PhD (Vice President, Solactive, China) Jiang
Machine Learning Made Visual with Python
Paperback Engels 2026 9780443516719Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
Machine Learning Made Visual with Python makes machine learning intuitive through Python coding and dynamic visualizations. The book helps readers grasp complex math concepts by showing how algorithms evolve step-by-step. Readers will learn how to develop a hands-on, visual, and practical path to mastering core machine learning algorithms. Importantly, the book includes practical examples and coding exercises.
Specificaties
Lezersrecensies
Wees de eerste die een lezersrecensie schrijft!
Inhoudsopgave
1. Introduction to Machine Learning<br>2. Regression Analysis<br>3. Multivariate Linear Regression<br>4. Nonlinear Regression<br>5. Regularization<br>6. Bayesian Regression<br>7. Gaussian Processes<br>8. k-Nearest Neighbour Classification<br>9. Naive Bayes Classification<br>10. Gaussian Discriminant Analysis (GDA)<br>11. Support Vector Machines (SVM)<br>12. Kernel Methods<br>13. Decision Trees<br>14. Principal Component Analysis (PCA)<br>15. Truncated Singular Value Decomposition (SVD)<br>16. Advanced PCA Techniques<br>17. PCA and Regression<br>18. Kernel PCA<br>19. Canonical Correlation Analysis (CCA)<br>20. k-Means Clustering<br>21. Gaussian Mixture Models (GMM)<br>22. Expectation-Maximization (EM) Algorithm<br>23. Hierarchical Clustering<br>24. Density-Based Clustering (e.g., DBSCAN)<br>25. Spectral Clustering
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
- verandermanagement
- werk en loopbaan