Pragmatic machine learning with Python : learn how to deploy machine learning models in production /
Nag, Avishek,
Pragmatic machine learning with Python : learn how to deploy machine learning models in production / Avishek Nag. - 1st edition. - 316 pages : illustrations ; 24 cm.
Includes bibliographical references.
1. Introduction to ML & mathematical preliminaries ‡ 2. Classification ‡ 3. Regression ‡ 4. Clustering ‡ 5. Deep learning & neural networks ‡ 6. Miscellaneous unsupervised learning ‡ 7. Text mining ‡ 8. Machine learning models in production ‡ 9. Case studies & data science storytelling.
Balanced guide combining mathematical foundations with practical Python implementations. Covers supervised and unsupervised techniques, deep learning, text analytics, and strategies to deploy models in production-grade systems with PMML. ([Google Books, BPB Online, AbeBooks] :contentReference[oaicite:1])
9789389845365
Machine learning--Study and teaching.
Machine learning--Implementation.
006..3 / n.a.p.
Pragmatic machine learning with Python : learn how to deploy machine learning models in production / Avishek Nag. - 1st edition. - 316 pages : illustrations ; 24 cm.
Includes bibliographical references.
1. Introduction to ML & mathematical preliminaries ‡ 2. Classification ‡ 3. Regression ‡ 4. Clustering ‡ 5. Deep learning & neural networks ‡ 6. Miscellaneous unsupervised learning ‡ 7. Text mining ‡ 8. Machine learning models in production ‡ 9. Case studies & data science storytelling.
Balanced guide combining mathematical foundations with practical Python implementations. Covers supervised and unsupervised techniques, deep learning, text analytics, and strategies to deploy models in production-grade systems with PMML. ([Google Books, BPB Online, AbeBooks] :contentReference[oaicite:1])
9789389845365
Machine learning--Study and teaching.
Machine learning--Implementation.
006..3 / n.a.p.