Learn Data Science Using Python
Published By Apress Springer Nature
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.
What You’ll Learn
- 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
Who This Book Is For
Data Analysts, data scientists, Python programmers, and software developers new to data science.
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A Complete Guide to Docker for Operations and Development, Test-Prep for the Docker Certified Associate (DCA) Exam
Published By Apress Springer Nature
The power of Docker lies in containerizing your code with all its libraries and file systems to be able to run anywhere consistently. If you do not know what these terms mean, do not worry. This book is your source for learning all about them in step-by-step, hands-on labs. It’s divided into two units and focuses on the topics that the Docker Certified Associate exam covers.
Unit 1 covers the Docker fundamentals, Docker Enterprise for Operations, Docker Enterprise for Developers, Swarm, and introduction to Kubernetes. You will learn how to install Docker Community Edition and Docker Enterprise Edition with Kubernetes and CLI. Also, you will learn the Docker cycle, container lifecycle, develop applications in any language, wrap, build, ship, and deploy them for production. Finally, you will learn how to create a Swarm cluster, deploy an app to it, and manage it with the best practices according to the current technologies.
The DCA exam format and the question style have changed since Mirantis acquired Docker. To accommodate this, the quizzes in Unit 2 of the book mirror these changes and will help you prepare faster for the certification exam.
You will:
- Understand the difference between containerization and virtualization
- Install Docker CE on various platforms and manage the resources
- Write Dockerfile, Docker Compose YAML, and Kubernetes manifest YAML files
- Compare microservices and monolithic applications
- Containerize monolithic applications
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Learn Data Science Using SAS Studio: A Quick-Start Guide (Amazon Best Seller book)
Published By Apress Springer Nature
Do you want to create data analysis reports without writing a line of code? This book introduces SAS Studio, a free data science web browser-based product for educational and non-commercial purposes. The power of SAS Studio comes from its visual point-and-click user interface that generates SAS code. It is easier to learn SAS Studio than to learn R and Python to accomplish data cleaning, statistics, and visualization tasks.
The book includes a case study about analyzing the data required for predicting the results of presidential elections in the state of Maine for 2016 and 2020. In addition to the presidential elections, the book provides real-life examples, including analyzing stocks, oil and gold prices, crime, marketing, and healthcare. You will see data science in action and how easy it is to perform complicated tasks and visualizations in SAS Studio.
You will learn, step-by-step, how to do visualizations, including maps. In most cases, you will not need a line of code as you work with the SAS Studio graphical user interface. The book includes explanations of the code that SAS Studio generates automatically. You will learn how to edit this code to perform more complicated advanced tasks. The book introduces you to multiple SAS products such as SAS Viya, SAS Analytics, and SAS Visual Statistics.
You will:
- Become familiar with SAS Studio IDE
- Understand essential visualizations
- Know 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
- Write programs in SAS
- Get introduced to SAS-Viya, which is more potent than SAS Studio
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The Docker Workshop (Amazon Best Seller book)
Published By Packt Publishing
Get started with Docker on your local machine and progress towards deploying useful applications in production with this simplified, practical guide
Key Features
Get a working understanding of Docker containers by incorporating them in your development process
Complete interesting exercises to learn how to secure and control access of your containers
Work with advanced features of Docker to make your development process smoother and reliable
Book Description
No doubt Docker Containers are the future of highly-scalable software systems and have cost and runtime efficient supporting infrastructure. But learning it might look complex as it comes with many technicalities. This is where The Docker Workshop will help you.
Through this workshop, you’ll quickly learn how to work with containers and Docker with the help of practical activities.
The workshop starts with Docker containers, enabling you to understand how it works. You’ll run third party Docker images and also create your own images using Dockerfiles and multi-stage Dockerfiles. Next, you’ll create environments for Docker images, and expedite your deployment and testing process with Continuous Integration. Moving ahead, you’ll tap into interesting topics and learn how to implement production-ready environments using Docker Swarm. You’ll also apply best practices to secure Docker images and to ensure that production environments are running at maximum capacity. Towards the end, you’ll gather skills to successfully move Docker from development to testing, and then into production. While doing so, you’ll learn how to troubleshoot issues, clear up resource bottlenecks and optimize the performance of services.
By the end of this workshop, you’ll be able to utilize Docker containers in real-world use cases.
What you will learn
- Get a solid understanding of how Docker containers work
- Network Docker images and environments to allow communication between services
- Build and publish docker images from a CI/CD pipeline
- Use Docker Swarm to implement production-ready environments
- Find out how to replace Swarm with Kubernetes clusters
- Extend your Docker images with Plugins
Who this book is for
This is the right learning asset if you are a developer or a beginner who wants to get a practical understanding of Docker containers. If you have experienced in running command shells or knowledge of IntelliJ, atom, or VSCode editors, then you will grasp the topics covered here quickly.
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Tales about Love and Travel
(Arabic Edition)
In this book, I narrate many tales about love and travel. All the travel tales are true ones. While the love stories, not all are true, some are imagination, and some are a mix of both. The mixed tales are stories that I knew parts of them or lived only some scenes with the real story heroes. My imagination completed the missing parts.
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Mn Europa El Balad (Amazon Best Seller book)
(Arabic Edition)
Co-Author with Ahmed Abdelhamid, Dina Said, and Rowaa Mostafa
These are notes written by Egyptian travelers; travelers who have not reached their destinations yet! These travelers believe that life is not measured by the number of years you live, but by the depth and value of the feelings and experiences that people go through. These travelers trotted through Germany, Canada, Belgium, America, Somalia, Netherlands, France, Switzerland, and many other countries. Their time to return home has not come yet. Their flights are always departing, and none have made it to their final destination. When and if a final destination is reached, these travelers will arrive as completely different individuals. Their vision, dreams, and maybe even core values will have significantly changed. They will wish that they knew all what they know now, They will wish that they could change so many things about Egypt, After coming to these realizations, they realize, they cannot wait until they return home. Changes must begin now, with the power of their pens. As they continue on their journey, they began to jot down their thoughts, experiences, and tales. They decided to look back to that long road they have walked, to study their own footprints and record how they have changed and how their path has changed. They wanted to document their experiences so others can read them and realize change can be made. Until they return, this group of travelers is unable to change things with their own hands but believe they can change things with their pens. Here are tales of four travelers from the Mn Europa El Balad group who are on the road; in constant travel among cities and ideas. They discovered that along the way, they have made homes out of their backpacks.
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Tales from Dreams
The Publisher (Dar Dawen) said about the book: "You will like this book a lot as it is written in your language, tells about your dreams, tells you events never seen before, the author takes us to a world of tales of aspirations and dreams, here in Egypt and abroad, sometimes tells a comic situation and sometimes talks about a memory from her childhood or advice to her daughter and other times takes us to the world of the United States telling us how she is living her life now . Overall, you will be reading this book from the start to the end and you are completely enjoying it. "
The book promo:
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The Girl and the Butterfly
(Arabic and English Editions)
Illustrations: Areej Omar
My daughter and I are writing and illustrating together children's books. This is our first trial. Currently, we are working on more to be published soon. Stay tuned!
You can download them at:
English edition: http://engyfoda.com/Areej_me_book_english.pdf
Arabic edition: http://engyfoda.com/Areej_me_book_arabic1.pdf
To read more about the project (Arabic article):
http://engyfoda.com/girl_and_butterfly_article.jpeg
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