£36.15

Manning Causal AI

Name: https://tosheroon.com/uploads/images/products/2/B072V312JV/2e69305b-850f-4ab7-9b7b-7006ea6d6554.webp
Brand: Manning
Price: 36.71 GBP
Availability: InStock

AI & Machine Learning

Price History & Forecast

Last 26 days • 26 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 26 days • 4 price levels

Days at Price

Current Price

Price Analysis

Most common price: £33 (9 days, 34.6%)

Price range: £33 - £38

Price levels: 4 different prices over 26 days

Description

How do you know what might have happened, had you done things differently? Causal machine learning gives you the insight you need to make predictions and control outcomes based on causal relationships instead of pure correlation, so you can make precise and timely interventions. In Causal AI you will learn how to: Build causal reinforcement learning algorithms Implement causal inference with modern probabilistic machine tools such as PyTorch and Pyro Compare and contrast statistical and econometric methods for causal inference Set up algorithms for attribution, credit assignment, and explanation Convert domain expertise into explainable causal models Causal AI is a practical introduction to building AI models that can reason about causality. Author Robert Ness, a leading researcher in causal AI at Microsoft Research, brings his unique expertise to this cutting-edge guide. His clear, code-first approach explains essential details of causal machine learning that are hidden in academic papers. Everything you learn can be easily and effectively applied to industry challenges, from building explainable causal models to predicting counterfactual outcomes. About the technology: Causal machine learning is a major milestone in machine learning, allowing AI models to make accurate predictions based on causes rather than just correlations. Causal techniques help you make models that are more robust, explainable, and fair, and have a wide range of applications, from improving recommendation engines to perfecting self-driving cars.

Key Features

New Store Stock

Product Specifications

Brand: Manning
Format: paperback
ASIN: 1633439917
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 18 March 2025
Listed Since: 14 May 2024

Barcode

No barcode data available

Manning Causal AI

Price History & Forecast

Price Distribution

Price Analysis

Description

Key Features

Product Specifications

Barcode

Similar Products You Might Like

Machine Learning for Causal Inference

Causal Inference for Data Science

Causal Inference and Discovery in Python: Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R

Cause Effect Pairs in Machine Learning (The Springer Series on Challenges in Machine Learning)

Causal Deep Learning: Encouraging Impact on Real-world Problems Through Causality (Foundations and Trends® in Signal Processing)

Machine Learning for Civil and Environmental Engineers: A Practical Approach to Data-Driven Analysis, Explainability, and Causality

Causal Inference in Python: Applying Causal Inference in the Tech Industry

AI Assurance: Towards Trustworthy, Explainable, Safe, and Ethical AI

Artificial Intelligence for Predictive Maintenance (Mechanical Engineering Essentials with Python)

Bayesian Artificial Intelligence (Chapman & Hall/CRC Computer Science & Data Analysis)

Machine Learning and Artificial Intelligence: Concepts, Algorithms and Models

Economic Modeling Using Artificial Intelligence Methods (Advanced Information and Knowledge Processing)

Causal Inference in Econometrics: 622 (Studies in Computational Intelligence, 622)

Agent-based Models and Causal Inference (Wiley Series in Computational and Quantitative Social Science)

Platform and Model Design for Responsible AI: Design and build resilient, private, fair, and transparent machine learning models

Basic Mathematical Foundations of AI: Hands on with Python (Mastering Machine Learning)

AI: All About the AI World

Artificial Intelligence with Python: A Comprehensive Guide to Building Intelligent Apps for Python Beginners and Developers

Agentic AI: Artificial Intelligence is Harnessing AI Agents and Reinventing Business strategies a long with Work and personal Life

Deep Learning and AI Superhero: Mastering TensorFlow, Keras, and PyTorch: Advanced Machine Learning and AI, Neural Networks, and Real-World Projects (Mastering the AI Revolution)

Hands-On Artificial Intelligence for Beginners: An introduction to AI concepts, algorithms, and their implementation

Modern Time Series Forecasting with Python: Industry-ready machine learning and deep learning time series analysis with PyTorch and pandas

A First Course in Causal Inference (Chapman & Hall/CRC Texts in Statistical Science)