Machine learning and systems biology in genomics and health

Machine learning design patterns : solutions to common challenges in data preparation, model building, and MLOps
by: Lakshmanan, Valliappa
Published: (2020)

Systems biology : properties of reconstructed networks
by: Palsson, Bernhard
Published: (2006)

Machine learning refined : foundations, algorithms, and applications
by: Watt, Jeremy, 1983-
Published: (2020)

Chemical genomics
Published: (2012)

Functional genomics : methods and protocols
Published: (2017)

Machine learning for decision makers : cognitive computing fundamentals for better decision making
by: Kashyap, Patanjali
Published: (2017)

Machine learning : a constraint-based approach
by: Gori, Marco, 1957-
Published: (2024)

Machine learning bookcamp : build a portfolio of real-life projects
by: Grigorev, Alexey
Published: (2021)

Computational biology : a hypertextbook
by: Kelley, Scott T. (Scott Theodore)
Published: (2018)

Personalized machine learning
by: McAuley, Julian
Published: (2022)

Bioinformatics and functional genomics
by: Pevsner, Jonathan
Published: (2009)

Machine learning : a first course for engineers and scientists
by: Lindholm, Andreas, 1989-
Published: (2022)

Evolutionary computation, machine learning and data mining in bioinformatics : 5th European conference, EvoBIO 2007, Valencia, Spain, April 11-13, 2007 : proceedings
Published: (2007)

An introduction to computational systems biology : systems-level modelling of cellular networks
by: Raman, Karthik, 1981-
Published: (2021)

Machine learning for streaming data with Python : rapidly build practical online machine learning solutions using River and other top key frameworks
by: Korstanje, Joos
Published: (2022)

Machine learning from weak supervision : an empirical risk minimization approach
by: Sugiyama, Masashi, 1974-
Published: (2022)

Machine learning for embedded system security
Published: (2022)

Machine learning under malware attack
by: Labaca-Castro, Raphael
Published: (2023)

The Kaggle book : data analysis and machine learning for competitive data science
by: Banachewicz, Konrad
Published: (2022)

Úvod do praktické bioinformatiky
by: Cvrčková, Fatima, 1966-
Published: (2006)

Pattern recognition and machine learning
by: Bishop, Christopher M., 1959-
Published: (2006)

Quantum chemistry in the age of machine learning
Published: (2023)

Regulatory genomics : RECOMB 2004 international workshop, RRG 2004, San Diego, CA, USA, March 26-27, 2004 : revised selected papers
Published: (2005)

Bioinformatics and functional genomics
by: Pevsner, Jonathan, 1961-
Published: (2015)

Understanding deep learning
by: Prince, Simon J. D. (Simon Jeremy Damion), 1972-
Published: (2023)

Fundamentals of systems biology : from synthetic circuits to whole-cell models
by: Covert, Markus, 1973-
Published: (2015)

Understanding bioinformatics
by: Zvelebil, Marketa
Published: (2008)

Scaling machine learning with Spark : distributed ML with MLlib, TensorFlow, and PyTorch
by: Polak, Adi
Published: (2023)

Mastering machine learning algorithms : expert techniques for implementing popular machine learning algorithms, fine-tuning your models, and understanding how they work
by: Bonaccorso, Giuseppe, 1979-
Published: (2020)

Practicing trustworthy machine learning : consistent, transparent, and fair AI pipelines
by: Pruksachatkun, Yada
Published: (2022)

Machine learning with PyTorch and scikit-learn : develop machine learning and deep learning models with Python
by: Raschka, Sebastian
Published: (2022)

Machine learning : a concise introduction
by: Knox, Steven W.
Published: (2018)

Applied data science using PySpark : learn the end-to-end predictive model-building cycle
by: Kakarla, Ramcharan
Published: (2021)

Practical simulations for machine learning : using synthetic data for AI
by: Buttfield-Addison, Paris
Published: (2022)

Practical machine learning for streaming data with Python : design, develop, and validate online learning models
by: Putatunda, Sayan
Published: (2021)

Applied machine learning and AI for engineers : solve business problems that can't be solved algorithmically
by: Prosise, Jeff
Published: (2022)