لیست کتاب های کلمه کلیدی: #Machine Learning

Beginning Apache Spark 2: With Resilient Distributed Datasets, Spark SQL, Structured Streaming and Spark Machine Learning library
Published on: 2018
Beginner Machine Learning English

Develop applications for the big data landscape with Spark and Hadoop. This book also explains the role of Spark in …

Apache Spark Resilient Datasets Spark SQL Streaming Machine Learning
Genetic Programming IV: Routine Human-Competitive Machine Intelligence
Published on: 2005
Beginner Software Engineering English

Genetic Programming IV: Routine Human-Competitive Machine Intelligence presents the application of GP to a wide variety of problems involving automated …

Algorithms Machine Learning Evolution Automation Innovation
Essentials of Excel VBA, Python, and R: Volume II: Financial Derivatives, Risk Management and Machine Learning, 2nd edition
Published on: 2023
Beginner Economics English

This advanced textbook for business statistics teaches, statistical analyses and research methods utilizing business case studies and financial data with …

Excel VBA Python R Financial Derivatives Machine Learning
Mastering Natural Language Processing with Python
Published on: 2016
Beginner Natural Language Processing English

Maximize your NLP capabilities while creating amazing NLP projects in PythonAbout This BookLearn to implement various NLP tasks in PythonGain …

NLP Python Machine Learning Text Processing Libraries
Building Chatbots with Python: Using Natural Language Processing and Machine Learning
Published on: 2019
Beginner Natural Language Processing English

Build your own chatbot using Python and open source tools. This book begins with an introduction to chatbots where you …

Chatbots Python NLP Machine Learning Development
Natural Language Processing in Action: Understanding, analyzing, and generating text with Python
Published on: 2019
Beginner Software Engineering English

Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python …

NLP Python Text Analysis Machine Learning Practical
Text Analytics with Python: A Practitioner's Guide to Natural Language Processing
Published on: 2019
Beginner Natural Language Processing English

Leverage Natural Language Processing (NLP) in Python and learn how to set up your own robust environment for performing text …

NLP Python Text Mining Machine Learning Sentiment Analysis
Kernel-based Data Fusion for Machine Learning: Methods and Applications in Bioinformatics and Text Mining
Published on: 2011
Beginner Natural Language Processing English

Data fusion problems arise frequently in many different fields. This book provides a specific introduction to data fusion problems using …

Kernel Methods Data Fusion Machine Learning Bioinformatics Text Mining
Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (NLP) Applications
Published on: 2021
Beginner Natural Language Processing English

Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural …

NLP Python Machine Learning Text Analytics Solutions
Text as Data: A New Framework for Machine Learning and the Social Sciences
Published on: 2022
Beginner Machine Learning English

Over the last decade, text as data methods have exploded in popularity in the social sciences, digital humanities, and industry. …

Machine Learning Social Sciences Text Analysis Data Framework Research
Neural Networks for Pattern Recognition
Published on: 2005
Beginner Natural Language Processing English

Neural Networks Pattern Recognition Machine Learning Data Analysis Algorithms
A Statistical Approach to Neural Networks for Pattern Recognition (Wiley Series in Computational Statistics)
Published on: 2007
Beginner Natural Language Processing English

An accessible and up-to-date treatment featuring the connection between neural networks and statisticsA Statistical Approach to Neural Networks for Pattern …

Neural Networks Pattern Recognition Computational Statistics Statistical Methods Machine Learning
Neural Networks for Applied Sciences and Engineering: From Fundamentals to Complex Pattern Recognition
Published on: 2006
Beginner Natural Language Processing English

In response to the exponentially increasing need to analyze vast amounts of data, Neural Networks for Applied Sciences and Engineering: …

Artificial Intelligence Pattern Recognition Machine Learning Engineering Applications Computational Techniques
Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition
Published on: 2012
Beginner Natural Language Processing English

This book describes hybrid intelligent systems using type-2 fuzzy logic and modular neural networks for pattern recognition applications. Hybrid intelligent …

Pattern Recognition Modular Neural Networks Type-2 Fuzzy Systems Machine Learning Intelligent Systems
Advanced Applications of Natural Language Processing for Performing Information Extraction
Published on: 2015
Beginner Software Engineering English

This book explains how can be created information extraction (IE) applications that are able to tap the vast amount of …

NLP Information Extraction Algorithms Machine Learning Text Processing
Computational text analysis for functional genomics and bioinformatics
Published on: 2006
Beginner Physics English

This book brings together the two disparate worlds of computational text analysis and biology and presents some of the latest …

Bioinformatics Genomics Text Mining Data Analysis Machine Learning
Intelligent Workloads at the Edge: Deliver cyber-physical outcomes with data and machine learning using AWS IoT Greengrass
Published on: 2022
Beginner Software Engineering English

Explore IoT, data analytics, and machine learning to solve cyber-physical problems using the latest capabilities of managed services such as …

AWS IoT Greengrass Edge Machine Learning
Pragmatic AI: An Introduction to Cloud-Based Machine Learning
Published on: 2018
Beginner Serverless Architecture English

Master Powerful Off-the-Shelf Business Solutions for AI and Machine Learning Pragmatic AI will help you solve real-world problems with contemporary …

AI Cloud Machine Learning Pragmatic Technology
Quantum Machine Learning : What Quantum Computing Means to Data Mining
Published on: 2014
Beginner Machine Learning English

Quantum Machine Learning bridges the gap between abstract developments in quantum computing and the applied research on machine learning. Paring …

Quantum Computing Data Mining Machine Learning Algorithms Optimization
Mastering Java Machine Learning
Published on: 2017
Unordered Natural Language Processing English

Java Machine Learning Data Analysis Algorithms Implementation
Java Data Science Cookbook. Explore the power of MLlib, DL4j, Weka and more
Published on: 2017
Unordered Natural Language Processing English

Java Machine Learning MLlib Weka DL4j
Practical Time Series Analysis: Prediction with Statistics and Machine Learning
Published on: 2019
Unordered Software Engineering English

Time series data analysis is increasingly important due to the massive production of such data through the internet of things, …

Time Series Prediction Statistics Machine Learning Data Analysis
Deep Learning for Vision Systems
Published on: 2020
Beginner Artificial Intelligence (AI) English

Computer vision is central to many leading-edge innovations, including self-driving cars, drones, augmented reality, facial recognition, and much, much more. …

Computer Vision Neural Networks PyTorch Image Processing Machine Learning
Mining of Massive DataSets
Published on:
Beginner Data Science English

Data Mining Algorithms Big Data Machine Learning Scalability
Mining of Massive Datasets [Team-IRA]
Published on: 2020
Beginner Software Engineering English

Written by leading authorities in database and Web technologies, this book is essential reading for students and practitioners alike. The …

Data Mining Algorithms Big Data Machine Learning Scaling
Handbook of Statistical Analysis and Data Mining Applications
Published on: 2009
Beginner Computer Science and Theory English

This book is for practitioners, not for those seeking a deeper understanding of data mining. It both makes and delivers …

Data Mining Statistical Analysis Predictive Modeling Machine Learning Algorithms
Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control 2nd Edition, Kindle Edition
Published on: 2022
Beginner Machine Learning English

Machine Learning Dynamical Systems Control Theory Data Analysis Modeling
Data driven science and engineering
Published on: 2021
Beginner Engineering English

Data Machine Learning Modeling Algorithms Simulation
Advances in Neural Computation, Machine Learning, and Cognitive Research VI: Selected Papers from the XXIV International Conference on ... (Studies in Computational Intelligence, 1064)
Published on: 2022
Beginner Artificial Intelligence (AI) English

This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, …

Neural Computation Machine Learning Cognitive Research Computational Intelligence Conference Papers
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (Adaptive Computation and Machine Learning)
Published on: 2001
Beginner Machine Learning English

Kernels SVM Regularization Optimization Machine Learning
The Cross-Entropy Method: A Unified Approach to Combinatorial Optimization, Monte-Carlo Simulation and Machine Learning
Published on: 2004
Beginner Artificial Intelligence (AI) English

The cross-entropy (CE) method is one of the most significant developments in stochastic optimization and simulation in recent years. This …

Optimization Monte-Carlo Machine Learning Cross-Entropy Simulation
Mastering Machine Learning on AWS: Advanced machine learning in Python using SageMaker, Apache Spark, and TensorFlow
Published on: 2019
Beginner Machine Learning English

Gain expertise in ML techniques with AWS to create interactive apps using SageMaker, Apache Spark, and TensorFlow. Key Features Build …

AWS Machine Learning Python SageMaker TensorFlow
Mastering Data Mining with Python
Published on: 2016
Beginner Software Development English

Key FeaturesDive deeper into data mining with Python – don't be complacent, sharpen your skills!From the most common elements of …

Python Data Mining Machine Learning Algorithms Visualization
Efficient Learning Machines: Theories, Concepts, and Applications for Engineers and System Designers
Published on: 2015
Intermediate Cyber Security English

Machine Learning Neural Networks Pattern Recognition Algorithms Engineering Applications
Learning the Basics of Artificial Intelligence (AI) using Microsoft Excel
Published on: 2023
Beginner Artificial Intelligence (AI) English

Discover the world of Artificial Intelligence (AI) and Machine Learning (ML) through the lens of Microsoft Excel with our comprehensive …

Artificial Intelligence Microsoft Excel Data Analysis Machine Learning Basics
Data Science: The Hard Parts: Techniques for Excelling at Data Science
Published on: 2023
Unordered Data Science English

This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and …

Statistics Algorithms Machine Learning Python Visualization
Practical Rust Projects: Build Serverless, AI, Machine Learning, Embedded, Game, and Web Applications
Published on: 2023
Beginner Software Engineering English

Go beyond the basics and build complete applications using the Rust programming language, updated for Rust 2021 edition. The applications …

Rust Serverless AI Machine Learning Applications
Machine Learning Models and Algorithms for Big Data Classification: Thinking with Examples for Effective Learning
Published on: 2016
Beginner Economics English

This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the …

Machine Learning Algorithms Big Data Classification Examples
Introducing Data Science: Big Data, Machine Learning, and more, using Python tools
Published on: 2016
Beginner Software Engineering English

Introducing Data Science teaches you how to accomplish the fundamental tasks that occupy data scientists. Using the Python language and …

Data Science Python Big Data Machine Learning Tools
Pattern Recognition Algorithms for Data Mining (Chapman & Hall/CRC Computer Science & Data Analysis)
Published on: 2004
Beginner Software Engineering English

Pattern Recognition Algorithms for Data Mining covers the topic of data mining from a pattern recognition perspective. This unique book …

Pattern Recognition Algorithms Data Mining Machine Learning Classification

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