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Products
Building Knowledge Graphs: A Practitioner's Guide
Jesus Barrasa
Paperback
• Author(s): Jesus Barrasa • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningIncredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelli...
View full detailsTidy Modeling with R
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• Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - GeneralGet going with tidymodels, a collection of R packages for modeling and machine learning. Whether you're just starting out or have years of experience ...
View full detailsPractical Linear Algebra for Data Science
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• Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningIf you want to work in any computational or technical field, you need to understand linear algebra. As the study of matrices and operations a...
View full detailsDesigning Machine Learning Systems: An Iterative Process for Production-Ready Applications
Chip Huyen
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• Author(s): Chip Huyen • Publisher: MIXGD • Publisher Imprint: MIXGD • Subject: Computer Science and Information Technology • BISAC: Data Science - Machine LearningMachine learning systems are both complex and unique. Complex because they consis...
View full detailsTraining Data for Machine Learning Models: Your Hands-On Guide to the Fundamentals of Training Data for Deep Learning
Anthony Sarkis
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• Author(s): Anthony Sarkis • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningYour training data has as much to do with the success of your data project as the algorithms themselves--most fail...
View full detailsMachine Learning Pocket Reference: A Quick Guide to Structured Machine Learning Techniques
Matt Harrison
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• Author(s): Matt Harrison • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Image ProcessingWith detailed notes, tables, and examples, this handy reference will help you navigate the basics of structured machine learning. ...
View full detailsGraph Algorithms: Practical Examples in Apache Spark and Neo4j
Amy Hodler
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• Author(s): Amy Hodler • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Programming - AlgorithmsLearn how graph algorithms can help you leverage relationships within your data to develop intelligent solutions and enhance ...
View full detailsData Algorithms with Spark: Recipes and Design Patterns for Scaling Up Using Pyspark
Mahmoud Parsian
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• Author(s): Mahmoud Parsian • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningApache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge o...
View full detailsCausal Inference in Python: Applying Causal Inference in the Tech Industry
Matheus Facure
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• Author(s): Matheus Facure • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningHow many buyers will an additional dollar of online marketing bring in? Which customers will only buy when given a...
View full detailsIntroducing Mlops: How to Scale Machine Learning in the Enterprise
CL Stenac
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• Author(s): CL Stenac • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningMore than half of the analytics and machine learning (ML) models created by organizations today never make it into prod...
View full detailsHands-On Generative AI with Transformers and Diffusion Models
Omar Sanseviero
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• Author(s): Omar Sanseviero • Publisher: MIXGD • Publisher Imprint: MIXGD • Subject: Computer Science and Information Technology • BISAC: Data Science - Machine LearningLearn to use generative AI techniques to create novel text, images, audio, a...
View full detailsIntroduction to Machine Learning with Python: A Guide for Data Scientists
Andreas C. Meuller
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• Author(s): Andreas C. Meuller • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Languages - PythonMachine learning has become an integral part of many commercial applications and research projects, but this field is not e...
View full detailsProbabilistic Machine Learning for Finance and Investing: A Primer to the Next Generation of AI with Python
Deepak Kanungo
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• Author(s): Deepak Kanungo • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningThere are several reasons why probabilistic machine learning represents the next-generation ML framework and techn...
View full detailsDesigning Large Language Model Applications: A Holistic Approach to Llms
Suhas Pai
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• Author(s): Suhas Pai • Publisher: MIXGD • Publisher Imprint: MIXGD • Subject: Computer Science and Information Technology • BISAC: Data Science - Machine LearningTransformer-based language models are powerful tools for solving a variety of lang...
View full detailsBuilding Recommendation Systems in Python and Jax: Hands-On Production Systems at Scale
Bryan Bischof
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• Author(s): Bryan Bischof • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningImplementing and designing systems that make suggestions to users are among the most popular and essential machine ...
View full detailsAI at the Edge: Solving Real World Problems with Embedded Machine Learning
Daniel Situnayake
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• Author(s): Daniel Situnayake • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningEdge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions ...
View full detailsLearning Data Science
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• Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningAs an aspiring data scientist, you appreciate why organizations rely on data for important decisions--whether it's for companies designing we...
View full detailsNatural Language Processing with Transformers, Revised Edition
Lewis Tunstall
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• Author(s): Lewis Tunstall • Publisher: MIXIG • Publisher Imprint: MIXIG • Subject: Computer Science and Information Technology • BISAC: Data Science - Machine LearningSince their introduction in 2017, transformers have quickly become the domina...
View full detailsLearning to Love Data Science: Explorations of Emerging Technologies and Platforms for Predictive Analytics, Machine Learning, Digital Manufacturing
Mike Barlow
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• Author(s): Mike Barlow • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Data WarehousingUntil recently, many people thought big data was a passing fad. "Data science" was an enigmatic term. Today, big data...
View full detailsPractical Synthetic Data Generation: Balancing Privacy and the Broad Availability of Data
Khaled El Emam
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• Author(s): Khaled El Emam • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Artificial Intelligence - GeneralBuilding and testing machine learning models requires access to large and diverse data. But where can you find u...
View full detailsData Science with Java: Practical Methods for Scientists and Engineers
Phd Michael R. Brzustowicz
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• Author(s): Phd Michael R. Brzustowicz • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Languages - JavaData Science is booming thanks to R and Python, but Java brings the robustness, convenience, and ability to scale cri...
View full detailsFeature Engineering for Machine Learning Models: Principles and Techniques for Data Scientists
Alice Zheng
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• Author(s): Alice Zheng • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Data AnalyticsFeature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. W...
View full detailsData Science on Aws: Implementing End-To-End, Continuous AI and Machine Learning Pipelines
Chris Fregly
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• Author(s): Chris Fregly • Publisher: MIXGD • Publisher Imprint: MIXGD • BISAC: Data Science - Machine LearningWith this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects ...
View full detailsEmbedded Analytics: Integrating Analysis with the Business Workflow
Donald Farmer
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• Author(s): Donald Farmer • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningOver the past 10 years, data analytics and data visualization have become essential components of an enterprise inf...
View full detailsMastering Financial Pattern Recognition: Finding & Back-Testing Candlestick Patterns with Python
Sofien Kaabar
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• Author(s): Sofien Kaabar • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningCandlesticks have become a key component of platforms and charting programs for financial trading. With these chart...
View full detailsHands-On Entity Resolution: A Practical Guide to Data Matching with Python
Michael Shearer
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• Author(s): Michael Shearer • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningEntity resolution is a key analytic technique that enables you to identify multiple data records that refer to th...
View full detailsReinforcement Learning for Finance: A Python-Based Introduction
Yves J. Hilpisch
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• Author(s): Yves J. Hilpisch • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningReinforcement learning (RL) has led to several breakthroughs in AI. The use of the Q-learning (DQL) algorithm al...
View full detailsThoughtful Machine Learning with Python: A Test-Driven Approach
Matthew Kirk
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• Author(s): Matthew Kirk • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Languages - PythonGain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows y...
View full detailsPractical Data Science with SAP: Machine Learning Techniques for Enterprise Data
Greg Foss
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• Author(s): Greg Foss • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Business & Productivity Software - Business IntelligenceAre you using SAP ERP and eager to unlock the enormous value of its data? With this practi...
View full detailsMachine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and Mlops
Valliappa Lakshmanan
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• Author(s): Valliappa Lakshmanan • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningThe design patterns in this book capture best practices and solutions to recurring problems in machine learn...
View full detailsDeep Learning for the Life Sciences: Applying Deep Learning to Genomics, Microscopy, Drug Discovery, and More
Bharath Ramsundar
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• Author(s): Bharath Ramsundar • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Life Sciences - Genetics & GenomicsDeep learning has already achieved remarkable results in many fields. Now it's making waves throughout ...
View full detailsMachine Learning and Data Science Blueprints for Finance: From Building Trading Strategies to Robo-Advisors Using Python
Hariom Tatsat
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• Author(s): Hariom Tatsat • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Languages - PythonOver the next few decades, machine learning and data science will transform the finance industry. With this practical book, anal...
View full detailsReliable Machine Learning: Applying Sre Principles to ML in Production
Cathy Chen
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• Author(s): Cathy Chen • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Neural NetworksWhether you're part of a small startup or a multinational corporation, this practical book shows data scientists, softw...
View full detailsPython for Algorithmic Trading: From Idea to Cloud Deployment
Yves Hilpisch
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• Author(s): Yves Hilpisch • Publisher: MixBZ • Publisher Imprint: MixBZ • Subject: Computer Science and Information Technology • BISAC: Computer ScienceAlgorithmic trading, once the exclusive domain of institutional players, is now open to small...
View full detailsBuilding Machine Learning Systems with a Feature Store: Batch, Real-Time, and LLM Systems
Jim Dowling
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• Author(s): Jim Dowling • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Machine LearningGet up to speed on a new unified approach to building machine learning (ML) systems with batch data, real-time data, ...
View full detailsPractical Machine Learning for Computer Vision: End-To-End Machine Learning for Images
Valliappa Lakshmanan
Paperback
• Author(s): Valliappa Lakshmanan • Publisher: O'Reilly Media • Publisher Imprint: O'Reilly Media • BISAC: Data Science - Neural NetworksThis practical book shows you how to employ machine learning models to extract information from images. ML en...
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