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Introduction to Probability for Computing

Posted By: readerXXI

Date: 2 Mar 2024 14:53:50

Introduction to Probability for Computing
by Mor Harchol-Balter
English | 2023 | ISBN: 1009309072 | 571 Pages | PDF | 12 MB

Machine Theory Probability & Statistics

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Implementing MLOps in the Enterprise: A Production-First Approach

Posted By: First1

Date: 20 Dec 2023 05:22:02

With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from moving ML models to production.

Artificial Intelligence Machine Theory MLOps

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Machine Learning Interviews: Kickstart Your Machine Learning and Data Career

Posted By: First1

Date: 8 Dec 2023 16:51:16

As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process.

Business Neural Networks Machine Theory Artificial Intelligence Computer Neural Networks

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Implementing MLOps in the Enterprise: A Production-First Approach

Posted By: First1

Date: 8 Dec 2023 16:46:20

Artificial Intelligence Machine Theory MLOps

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Training Data for Machine Learning: Human Supervision from Annotation to Data Science

Posted By: First1

Date: 11 Nov 2023 15:03:11

Your training data has as much to do with the success of your data project as the algorithms themselves because most failures in AI systems relate to training data. But while training data is the foundation for successful AI and machine learning, there are few comprehensive resources to help you ace the process.

Business Machine Theory Artificial Intelligence

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Designing Autonomous AI: A Guide for Machine Teaching

Posted By: First1

Date: 29 Sep 2023 05:58:53

Designing Autonomous AI: A Guide for Machine Teaching

Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early AI with deep learning capabilities and industrial control technologies to make robust decisions in the real world.

Machine Theory Neural Networks Artificial Intelligence

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Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python

Posted By: First1

Date: 29 Sep 2023 04:52:38

Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python

There are several reasons why probabilistic machine learning represents the next-generation ML framework and technology for finance and investing. This generative ensemble learns continually from small and noisy financial datasets while seamlessly enabling probabilistic inference, retrodiction, prediction, and counterfactual reasoning. Probabilistic ML also lets you systematically encode personal, empirical, and institutional knowledge into ML models.

Business Finance Investing Programming Python Programming Machine Theory Artificial Intelligence

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Low-Code AI: A Practical Project-Driven Introduction to Machine Learning

Posted By: First1

Date: 21 Sep 2023 15:24:46

Take a data-first and use-case–driven approach with Low-Code AI to understand machine learning and deep learning concepts. This hands-on guide presents three problem-focused ways to learn no-code ML using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. In each case, you'll learn key ML concepts by using real-world datasets with realistic problems.

Machine Theory Data Processing Artificial Intelligence Computers

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Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python

Posted By: First1

Date: 17 Aug 2023 16:40:38

Whether based on academic theories or discovered empirically by humans and machines, all financial models are at the mercy of modeling errors that can be mitigated but not eliminated. Probabilistic ML technologies are based on a simple and intuitive definition of probability and the rigorous calculus of probability theory.

Business Finance Investing Programming Python Programming Machine Theory Artificial Intelligence

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Unsupervised: Navigating and Influencing a World Controlled by Powerful New Technologies

Posted By: First1

Date: 28 Jul 2023 14:01:01

How a broad range of new immensely powerful technologies is disrupting and transforming every corner of our reality—and why you must act and adapt

Business Computers Machine Theory Technology

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AI for Finance (AI for Everything)

Posted By: First1

Date: 19 Jul 2023 11:55:15

Finance students and practitioners may ask: can machines learn everything? Could AI help me? Computing students or practitioners may ask: which of my skills could contribute to finance? Where in finance should I pay attention? This book aims to answer these questions. No prior knowledge is expected in AI or finance.

Business Finance Machine Theory Data Processing Human-Computer Interaction

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