Ethan Williams Livres

This book is a comprehensive guide for beginners to learn Python Programming, especially its application for Data Science. While the lessons in this book are targeted at the absolute beginner to programming, people at various levels of proficiency in Python, or any other programming languages can also learn some basics and concepts of data science. A few Python libraries are introduced, including NumPy, Pandas, Matplotlib, and Seaborn for data analysis and visualisation. To make the lessons more intuitive and relatable, practical examples and applications of each lesson are given. The reader is equally encouraged to practise the techniques via exercises, within and at the end of the relevant chapters. To help the reader get a full learning experience, there are references to relevant reading and practice materials, and the reader is encouraged to click these links and explore the possibilities they offer. It is expected that with consistency in learning and practicing the reader can master Python and the basics of its application in data science. The only limitation to the reader's progress, however, is themselves!

This biography provides an in-depth exploration of Bob Woodward’s unparalleled career in investigative journalism, tracing his journey from the Watergate scandal to his extensive reporting on U.S. wars. Through meticulous research and access to key figures in American politics, Woodward’s work has shaped public understanding of the political and human costs of war. The book delves into his role in uncovering the truth behind major historical events, offering insights into the decision-making processes that have shaped modern U.S. foreign policy. This biography not only reflects on Woodward’s career but also serves as a testament to the power of investigative journalism in holding those in power accountable. It’s a must-read for anyone interested in the intersection of politics, war, and the crucial role of the press in shaping history.