Decision Science & Algorithms: The art and science of algorithms that make sense of data by Alper Ersin Balcı
English | July 31, 2024 | ISBN: N/A | ASIN: B0D9TM2DRN | 367 pages | EPUB | 0.44 Mb
Decision Science & Algorithms by Alper Ersin Balci
Make better decisions with data using "Decision Science & Algorithms." This guide covers the methodologies and techniques for data-driven decision-making. Whether you're a student, professional, or data enthusiast, this book provides insights and practical approaches for strategic decisions.What's Inside:Introduction to Decision Science: Understand the fundamentals and importance of decision science in today's data-driven world.Quantitative Decision-Making Techniques: Learn about linear programming, integer programming, and nonlinear programming.Data Collection and Cleaning: Discover best practices for gathering and preparing data for analysis.Exploratory Data Analysis (EDA): Explore techniques to summarize and visualize data to find patterns and insights.Predictive Analytics: Gain knowledge on regression analysis, time series forecasting, and machine learning methods for predicting future outcomes.Optimization Techniques: Study dynamic programming, genetic algorithms, and simulated annealing.Game Theory: Learn about strategic interactions, Nash equilibrium, dominant strategies, and more.Decision Support Systems (DSS): Understand how to use DSS for improved decision-making in various fields.Artificial Intelligence in Decision Making: Explore the role of AI and machine learning in enhancing decision-making processes.Data Visualization: Learn how to effectively present data insights using various visualization tools and techniques.Big Data Analytics: Discover the tools and techniques to handle and analyze large datasets for strategic decisions.Why Read This Book:Comprehensive Coverage: Covers all major topics in decision science and algorithms.Practical Examples: Includes real-world applications and scenarios to illustrate key concepts.Clear and Accessible: Written in plain language for easy understanding.For All Levels: Suitable for beginners and advanced readers alike.
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