Bøger af Engy Fouda

Harness the capabilities of Python and gain the expertise need to master data science techniques. This step-by-step book guides you through using Python to achieve tasks related to data cleaning, statistics, and visualization.You'll start by reviewing the foundational aspects of the data science process. This includes an extensive overview of research points and practical applications, such as the insightful analysis of presidential elections. The journey continues by navigating through installation procedures and providing valuable insights into Python, data types, typecasting, and essential libraries like Pandas and NumPy. You'll then delve into the captivating world of data visualization. Concepts such as scatter plots, histograms, and bubble charts come alive through detailed discussions and practical code examples, unraveling the complexities of creating compelling visualizations for enhanced data understanding.Statistical analysis, linear models, and advanced data preprocessing techniques are also discussed before moving on to preparing data for analysis, including renaming variables, variable rearrangement, and conditional statements. Finally, you'll be introduced to regression techniques, demystifying the intricacies of simple and multiple linear regression, as well as logistic regression.You will: Understand installation procedures and valuable insights into Python, data types, typecasting Examine the fundamental statistical analysis required in most data science and analytics reports Clean the most common data set problems Use linear progression for data prediction

In the folds of this book, will narrate many tales about love and travel. All the travel tales are true ones, will just try to transform the pictures that my eyes saw to words, so you can live with me what I lived. At the end of the book will tell you the usages of the travel that the world taught me. On love... -with a grin- will tell you many tales, some are true ones, some are imagination, some are mix between real and fancy. The mixed stories are stories that I knew parts of them or lived only some scenes of them with the real story heroes. My imagination completed the missing parts that I didn't experience in real life with the true story heroes. Not all love stories are about love between man and woman but many are, and few are talking about other types of love.

With the help of top-notch examples and activities, this workshop helps you to get practical with Docker containers. You'll learn its usage, advantages, and best practices to make the software deployment process smoother.

Beginning user level