Decision Science & Algorithms

[FaridKhan]

English | July 31, 2024 | ASIN: B0D9TM2DRN | 367 pages | EPUB | 0.44 Mb

Decision Science & Algorithms: The art and science of algorithms that make sense of data (Balcı, Alper Ersin, Balcı, Alper Ersin) (2015)
Catergory: Business, Computer Technology, Management, Nonfiction
Publisher: UNKNOWN

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.

Contents of Download:
B0D9TM2DRN.epub (Balcı, Alper Ersin, Balcı, Alper Ersin) (2015) (454.4 KB)

️ Decision Science & Algorithms (454.4 KB)
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