Building Insight: Advanced Analytical Models for Decision-Making
O6.0 TRANSFORM DATA
Reeks: O6.0 TRANSFORM DATA
Elizabeth Mogopodi
Building Insight: Advanced Analytical Models for Decision-Making" is a comprehensive guide to developing and applying advanced analytical models for extracting actionable insights from complex data. This ebook provides expert insights, real-world examples, and practical advice for data analysts, business leaders, and decision-makers seeking to drive data-driven decision-making.
Discover how to:
Master advanced analytical models, including regression, time series, machine learning, and Bayesian methods
Apply techniques for data preparation, feature engineering, and model evaluation to ensure accurate and reliable results
Develop and implement effective analytical strategies for extracting insights from complex data
Communicate insights and recommendations to stakeholders, including data visualization and storytelling techniques
This ebook covers key topics such as:
Introduction to advanced analytical models: regression, time series, machine learning, and Bayesian methods
Data preparation and feature engineering: techniques for extracting insights from complex data
Model evaluation and selection: techniques for ensuring accurate and reliable results
Applications in business, finance, healthcare, and social sciences: real-world examples and case studies
Emerging trends and future directions: big data analytics, artificial intelligence, and machine learning
This ebook is divided into four parts:
Introduction to Advanced Analytical Models
Data Preparation and Feature Engineering
Model Evaluation and Selection
Applications and Emerging Trends
