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Pramod Gupta has more than 20 years of experience as a researcher and academician in various organizations including work with NASA, GE, VISA, and University of California and startups. He has a PhD from McMaster University in Electrical and Computer Engineering with specialization in Neuro-Control of Robotic Manipulators. He has more than 40 publications on these subjects. His research areas include, Neural Networks, Machine Learning, Artificial Intelligence, Data Modeling and Analytics and Data mining. Presently, he is working as adjunct faculty and independent data science consultant.
Anupam Bagchi has more than 20 years of experience working in the Silicon Valley in various roles. He has experience in big companies like IBM and Stanford, as well as start-ups that have produced cutting edge technologies. Though, most of his carrier has primarily been as a software engineer at various seniority levels, he has been working as an active data scientist for the past 10 years. His experience spans various domains such as XML parsing, content management, big data, ecommerce, internet of things (IoT), networking, artificial intelligence applied to bioinformatics and business intelligence applied to travel industry.
Introduction.- Statistical Methods and Models.- Python Language Basics.- Introduction to Numpy.- Introduction to Pandas.- Data Manipulation With Pandas.- Data Visualization With Python.- Machine Learning.- Data Pipelines Using Python.- Mlops: Machine Learning Operations.
| Erscheinungsjahr: | 2024 |
|---|---|
| Fachbereich: | Nachrichtentechnik |
| Genre: | Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Reihe: | Synthesis Lectures on Engineering, Science, and Technology |
| Inhalt: |
xix
509 S. 15 s/w Illustr. 148 farbige Illustr. 509 p. 163 illus. 148 illus. in color. |
| ISBN-13: | 9783031437243 |
| ISBN-10: | 3031437241 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Autor: |
Bagchi, Anupam
Gupta, Pramod |
| Hersteller: |
Springer Nature Switzerland
Springer International Publishing Synthesis Lectures on Engineering, Science, and Technology |
| Maße: | 246 x 173 x 34 mm |
| Von/Mit: | Anupam Bagchi (u. a.) |
| Erscheinungsdatum: | 15.02.2024 |
| Gewicht: | 1,059 kg |
Pramod Gupta has more than 20 years of experience as a researcher and academician in various organizations including work with NASA, GE, VISA, and University of California and startups. He has a PhD from McMaster University in Electrical and Computer Engineering with specialization in Neuro-Control of Robotic Manipulators. He has more than 40 publications on these subjects. His research areas include, Neural Networks, Machine Learning, Artificial Intelligence, Data Modeling and Analytics and Data mining. Presently, he is working as adjunct faculty and independent data science consultant.
Anupam Bagchi has more than 20 years of experience working in the Silicon Valley in various roles. He has experience in big companies like IBM and Stanford, as well as start-ups that have produced cutting edge technologies. Though, most of his carrier has primarily been as a software engineer at various seniority levels, he has been working as an active data scientist for the past 10 years. His experience spans various domains such as XML parsing, content management, big data, ecommerce, internet of things (IoT), networking, artificial intelligence applied to bioinformatics and business intelligence applied to travel industry.
Introduction.- Statistical Methods and Models.- Python Language Basics.- Introduction to Numpy.- Introduction to Pandas.- Data Manipulation With Pandas.- Data Visualization With Python.- Machine Learning.- Data Pipelines Using Python.- Mlops: Machine Learning Operations.
| Erscheinungsjahr: | 2024 |
|---|---|
| Fachbereich: | Nachrichtentechnik |
| Genre: | Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Reihe: | Synthesis Lectures on Engineering, Science, and Technology |
| Inhalt: |
xix
509 S. 15 s/w Illustr. 148 farbige Illustr. 509 p. 163 illus. 148 illus. in color. |
| ISBN-13: | 9783031437243 |
| ISBN-10: | 3031437241 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Autor: |
Bagchi, Anupam
Gupta, Pramod |
| Hersteller: |
Springer Nature Switzerland
Springer International Publishing Synthesis Lectures on Engineering, Science, and Technology |
| Maße: | 246 x 173 x 34 mm |
| Von/Mit: | Anupam Bagchi (u. a.) |
| Erscheinungsdatum: | 15.02.2024 |
| Gewicht: | 1,059 kg |
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