Description
With a focus on practicality and real-world applications, this book takes readers through the entire data-driven decision-making process, from data collection and preparation to analysis and implementation. It emphasizes the importance of establishing a data-centric culture, setting clear goals and objectives, and identifying key performance indicators to measure progress.
The book delves into the intricacies of data collection and preparation, covering various methods of data collection, data cleaning and preprocessing techniques, handling missing values and outliers, data transformation and normalization, and the creation of a centralized data repository. It also explores exploratory data analysis, a crucial step in understanding data and uncovering patterns and trends. Descriptive statistics and data visualization techniques are introduced to enable effective communication of data insights to stakeholders.
Moving forward, the book provides a comprehensive overview of statistical analysis and modeling. It covers inferential statistics, regression analysis, classification and clustering techniques, time series analysis and forecasting, and the development of predictive models. Additionally, the book addresses ethical considerations in data analysis, emphasizing the need for data privacy and security, addressing bias and fairness in data, and maintaining transparency and accountability.
To showcase the practical applications of data-driven decision-making, the book presents case studies from diverse industries, including healthcare, finance, retail, and manufacturing. These case studies illustrate the challenges and opportunities unique to each industry and highlight the benefits of data-driven decision-making. The book concludes by examining the future of data-driven decision-making, exploring emerging trends in data analytics and artificial intelligence, and addressing the ethical and societal implications of data-driven technologies.
This book is an invaluable resource for business leaders, data analysts, and anyone seeking to make better decisions based on data. It provides a comprehensive understanding of the data-driven decision-making process and equips readers with the knowledge and skills necessary to harness the power of data and achieve success in the digital age.
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Language : English
Dimensions : 6 x 9 inches
Pages : 193 pages
Pasquale De Marco stands as a prolific author whose literary prowess knows no bounds. With a passion for storytelling that transcends genres, he has made a name for himself as a versatile writer with the extraordinary ability to captivate readers across diverse literary landscapes. His journey as an author is marked by an insatiable curiosity, a love for the written word, and a relentless commitment to sharing knowledge and experiences with the world.
Pasquale De Marco collaborates with a dedicated team of ghostreaders who assist him in evaluating and editing the manuscripts. His collaborators are not only skilled professionals but also avid readers who purchase and read books as a personal hobby. This unique blend of creativity allows Pasquale to push the boundaries of traditional publishing, making literature more accessible and diverse.






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