Item type | Current location | Call number | Status | Date due | Barcode |
---|---|---|---|---|---|
Books | 006.312 ARO (Browse shelf) | Checked out | 23/07/2024 | 034542 |
006.312 AGG Managing and mining sensor data | 006.312 AGG Frequent pattern mining | 006.312 AKE Big data computing | 006.312 ARO Data science and analytics with python | 006.312 AVE Data analytics with spark using python | 006.312 BER Text mining : applications and theory | 006.312 BON Privacy-aware knowledge discovery : novel applications and new techniques |
Includes bibliographical references and index.
Data Science and Machine Learning are the leading buzzwords of today. This book covers all aspects of these subjects, from data definition and categorization, classification techniques, clustering and ML algorithms to data stream and association rule mining, language data processing and neural networks. It explains descriptive and inferential statistical analysis, probability distribution and density functions as well as time series. It also describes the fundamentals of Python programming, the Python environment and libraries such as scikit-learn, NumPy and pandas, and takes a deep dive into data visualization modules and tools.
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