Delwedd Flaen

Data Science Concepts and Techniques with Applications

This textbook comprehensively covers both fundamental and advanced topics related to data science. Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines. The chapters of this book are organized into three parts: The fir...

Disgrifiad llawn

Wedi'i Gadw mewn:

Manylion Llyfryddiaeth
Prif Awduron:	Qamar, Usman (Awdur), Raza, Muhammad Summair (Awdur)
Awdur Corfforaethol:	SpringerLink (Online service)
Fformat:	Electronig eLyfr
Iaith:	Saesneg
Cyhoeddwyd:	Cham : Springer International Publishing : Imprint: Springer, 2023.
Rhifyn:	2nd ed. 2023.
Pynciau:	Data mining. Quantitative research. Artificial intelligence. Data Mining and Knowledge Discovery. Data Analysis and Big Data. Artificial Intelligence.
Mynediad Ar-lein:	https://doi.org/10.1007/978-3-031-17442-1
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!

Eitemau Tebyg

Robust Latent Feature Learning for Incomplete Big Data
gan: Wu, Di
Cyhoeddwyd: (2023)

Educational Data Science: Essentials, Approaches, and Tendencies Proactive Education based on Empirical Big Data Evidence /
Cyhoeddwyd: (2023)

Dirty Data Processing for Machine Learning
gan: Qi, Zhixin, et al.
Cyhoeddwyd: (2024)

Discovering Drift Phenomena in Evolving Landscapes First International Workshop, DELTA 2024, Barcelona, Spain, August 26, 2024, Proceedings /
Cyhoeddwyd: (2025)

Big Data Analytics and Knowledge Discovery 25th International Conference, DaWaK 2023, Penang, Malaysia, August 28–30, 2023, Proceedings /
Cyhoeddwyd: (2023)

Spatiotemporal Data Analytics and Modeling Techniques and Applications /
Cyhoeddwyd: (2024)

Introduction to Data Science A Python Approach to Concepts, Techniques and Applications /
gan: Igual, Laura, et al.
Cyhoeddwyd: (2024)

Data Science and Predictive Analytics Biomedical and Health Applications using R /
gan: Dinov, Ivo D.
Cyhoeddwyd: (2023)

Development Methodologies for Big Data Analytics Systems Plan-driven, Agile, Hybrid, Lightweight Approaches /
Cyhoeddwyd: (2024)

Advances in Computational Intelligence First International Conference, ICACI 2023, Hyderabad, India, December 15–16, 2023, Proceedings /
Cyhoeddwyd: (2024)

Advanced Computing and Communications: Responsible AI 29th International Conference, ADCOM 2024, Bangalore, India, December 18–20, 2024, Proceedings /
Cyhoeddwyd: (2025)

Database Engineered Applications 28th International Symposium, IDEAS 2024, Bayonne, France, August 26–29, 2024, Proceedings /
Cyhoeddwyd: (2025)

Mathematical Introduction to Data Science
gan: Wegner, Sven A.
Cyhoeddwyd: (2024)

Applied Computational Intelligence, Informatics and Big Data First International Conference, ACIIBD 2024, Guangzhou, China, July 26–28, 2024, Proceedings /
Cyhoeddwyd: (2025)

Machine Learning in Single-Cell RNA-seq Data Analysis
gan: Raza, Khalid
Cyhoeddwyd: (2024)

Sustainable Statistical and Data Science Methods and Practices Reports from LISA 2020 Global Network, Ghana, 2022 /
Cyhoeddwyd: (2023)

Big Data, Artificial Intelligence, and Data Analytics in Climate Change Research For Sustainable Development Goals /
Cyhoeddwyd: (2024)

Artificial Intelligence, Optimization, and Data Sciences in Sports
Cyhoeddwyd: (2025)

Social Network Analysis in Action Basic Methods and Applications /
Cyhoeddwyd: (2024)

ICT Innovations 2024. TechConvergence: AI, Business, and Startup Synergy 16th International Conference, ICT Innovations 2024, Ohrid, North Macedonia, September 28–30, 2024, Proceedings /
Cyhoeddwyd: (2025)

Multivariate Analysis and Machine Learning Techniques Feature Analysis in Data Science Using Python /
gan: Sundararajan, Srikrishnan
Cyhoeddwyd: (2025)

Materials Data Science Introduction to Data Mining, Machine Learning, and Data-Driven Predictions for Materials Science and Engineering /
gan: Sandfeld, Stefan
Cyhoeddwyd: (2024)

Practical Statistical Learning and Data Science Methods Case Studies from LISA 2020 Global Network, USA /
Cyhoeddwyd: (2025)

Synthetic Biology and iGEM: Techniques, Development and Safety Concerns An Omics Big-data Mining Perspective /
Cyhoeddwyd: (2023)

Data Analytics for Management, Banking and Finance Theories and Application /
Cyhoeddwyd: (2023)

Big Data Analytics and Knowledge Discovery 26th International Conference, DaWaK 2024, Naples, Italy, August 26–28, 2024, Proceedings /
Cyhoeddwyd: (2024)

Recommender Systems Frontiers and Practices /
gan: Li, Dongsheng, et al.
Cyhoeddwyd: (2024)

Data Analysis and Optimization In Honor of Boris Mirkin's 80th Birthday /
Cyhoeddwyd: (2023)

Rough Sets International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17–20, 2024, Proceedings, Part I /
Cyhoeddwyd: (2024)

Rough Sets International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17–20, 2024, Proceedings, Part II /
Cyhoeddwyd: (2024)

Rough Sets International Joint Conference, IJCRS 2023, Krakow, Poland, October 5–8, 2023, Proceedings /
Cyhoeddwyd: (2023)

Rough Sets International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part II /
Cyhoeddwyd: (2025)

Rough Sets International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part III /
Cyhoeddwyd: (2025)

Rough Sets International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part I /
Cyhoeddwyd: (2025)

Apply Data Science Introduction, Applications and Projects /
Cyhoeddwyd: (2023)

Machine Learning for Data Science Handbook Data Mining and Knowledge Discovery Handbook /
Cyhoeddwyd: (2023)

Bisociative Literature-Based Discovery Methods with Tutorials in Python /
gan: Lavrač, Nada, et al.
Cyhoeddwyd: (2025)

Dynamic Network Representation Based on Latent Factorization of Tensors
gan: Wu, Hao, et al.
Cyhoeddwyd: (2023)

Industrial Recommender System Principles, Technologies and Enterprise Applications /
gan: Hu, Lantao, et al.
Cyhoeddwyd: (2024)

Artificial Intelligence: Methodology, Systems, and Applications 19th International Conference, AIMSA 2024, Varna, Bulgaria, September 18–20, 2024, Proceedings /
Cyhoeddwyd: (2025)