TRANSFORM YOUR THINKING...REVOLUTIONIZE YOUR LIFE Throughout this thought-provoking and informative read, the author intersperses powerful information with interesting stories and relevant quotes, guiding you on a path to transform the way you perceive the world around you, allowing you to improve how you feel about every experience. Take charge of creating your reality by understanding how thoughts affect your experiences. Ask yourself: Are my thoughts and words in harmony with the world I wish to create? Whether you are happy or not depends on your inner harmony, not on other people or events. Apply the principals within this book, and in doing so, realize your power to choose peace, happiness, and contentment as a way of being in the world. ~ Understand how to harness the power of your subconscious mind. ~ Experience happiness internally no matter what is going on in the world outside of you. ~ Witness how old problems miraculously resolve themselves and new opportunities seem to appear out of thin air.
This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to further their application in the public sector. An expansion of the quantitative economics frameworks presented in policy and business schools, this book emphasizes the process of asking relevant questions to inform public policy. Its techniques and approaches emphasize data-driven practices, beginning with the basic programming paradigms that occupy the majority of an analyst’s time and advancing to the practical applications of statistical learning and machine learning. The text considers two divergent, competing perspectives to support its applications, incorporating techniques from both causal inference and prediction. Additionally, the book includes open-sourced data as well as live code, written in R and presented in notebook form, which readers can use and modify to practice working with data.
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