Výsledky vyhľadávania - "Efficient Data Science in Python"

Productive and Efficient Data Science with Python: With Modularizing, Memory profiles, and Parallel/GPU Processing

Autori: Tirthajyoti Sarkar

Parallelized Data Science

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 257-298 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_10
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_10

Scalable Data Science

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 229-255 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_9
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_9

How to Use Python Data Science Packages More Productively

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 47-84 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_3
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_3

Wrapping It Up

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 357-376 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_13
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_13

Writing Machine Learning Code More Productively

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 85-111 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_4
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_4

Modular and Productive Deep Learning Code

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 113-156 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_5
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_5

Better Programming Principles for Efficient Data Science

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 17-46 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_2
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_2

Some Cool Utility Packages

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 185-209 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_7
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_7

What Is Productive and Efficient Data Science?

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 1-16 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_1
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_1

GPU-Based Data Science for High Productivity

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 299-326 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_11
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_11

Memory and Timing Profile

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 211-228 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_8
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_8

Other Useful Skills to Master

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 327-355 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_12
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_12

Build Your Own ML Estimator/Package

Autori: Sarkar, Tirthajyoti

Zdroj: Productive and Efficient Data Science with Python ; page 157-183 ; ISBN 9781484281208 9781484281215

Dostupnosť: http://dx.doi.org/10.1007/978-1-4842-8121-5_6
https://link.springer.com/content/pdf/10.1007/978-1-4842-8121-5_6

Investigating the performance of machine learning algorithms in predicting the survival of COVID‐19 patients: A cross section study of Iran.

Autori: Yazdani, Azita Bigdeli, Somayeh Kianian Zahmatkeshan, Maryam

Zdroj: Health Science Reports; Apr2023, Vol. 6 Issue 4, p1-12, 12p

Data Is the New Oil–Sort of: A View on Why This Comparison Is Misleading and Its Implications for Modern Data Administration.

Autori: Stach, Christoph

Zdroj: Future Internet; Feb2023, Vol. 15 Issue 2, p71, 49p

Predmety: INDUSTRY 4.0, TECHNOLOGICAL revolution, TRUST, NINETEENTH century, CONSUMERS

Compilation and code generation for efficient data science

Autori: Shahrokhi, Seyed Hesamoddin Shaikhha, Amir Nikolic, Milos a ďalší

Prispievatelia: Shahrokhi, Seyed Hesamoddin Shaikhha, Amir Nikolic, Milos a ďalší

Predmety: SQL, compilation-centric approach, efficiency, data science, SQL/C++, optimization, C++, Python

Popis súboru: application/pdf

Prístupová URL adresa: https://hdl.handle.net/1842/41894

ICT for Intelligent Systems

Autori: Jyoti Choudrie Parikshit N. Mahalle Thinagaran Perumal a ďalší

Typ zdroja: eBook.

Predmet: Computational intelligence--Congresses, Computer networks--Congresses

Kategórie: COMPUTERS / Artificial Intelligence / General

Ethics, Machine Learning, and Python in Geospatial Analysis

Autori: Mohammad Gouse Galety Arul Kumar Natarajan Tesfaye Fufa Gedefa a ďalší

Typ zdroja: eBook.

Predmet: Python (Computer program language), Geospatial data--Moral and ethical aspects, Geospatial data--Computer processing

Kategórie: TECHNOLOGY & ENGINEERING / Remote Sensing & Geographic Information Systems, COMPUTERS / Languages / Python, COMPUTERS / Data Science / Machine Learning