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- Murach's Python for Data Science
Murach's Python for Data Science
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IQD 73209
تفاصيل السعر
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Learn how to use Python libraries to get, clean, prepare, and analyze data at a professional level.
شحن
سريع
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مجاني*
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تفاصيل المنتج
| Publisher | Mike Murach and Associates Inc |
| Publication date | May 15, 2024 |
| Edition | 2nd |
| Language | English |
| Print length | 592 pages |
| ISBN-10 | 1943873178 |
| ISBN-13 | 978-1943873173 |
| Item Weight | 2.6 pounds (1.18 kg) |
| Dimensions | 8 x 1.5 x 10 inches (20.3 x 3.8 x 25.4 cm) |
من يجب أن يشتري؟
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Beginners to Python
Ideal for individuals who are just starting out and need structured learning and practical examples.
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Data Science Students
Perfect for students in data science courses looking for a comprehensive resource that combines training and reference.
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Professionals Transitioning Fields
Great for professionals seeking to shift into data science and require a solid foundation in Python programming.
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Advanced Programmers
Programmers who already have extensive knowledge of Python may find this book too basic and not challenging enough.
وصف المنتج
Murach's Python for Data Science
أسئلة العملاء & الإجابات
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سؤال:
What are the key topics covered in Murachs Python for Data Science 2nd Edition?
إجابه: Murachs Python for Data Science 2nd Edition covers essential topics such as data manipulation, data visualization, machine learning, and working with libraries like Pandas and NumPy. Each chapter builds on previous concepts, ensuring a comprehensive understanding of Python's application in the field of data science. This structure allows readers to apply their knowledge incrementally, making it particularly useful for beginners and experienced programmers alike, who want to advance their data analysis skills. -
سؤال:
Is this book suitable for beginners in Python?
إجابه: Yes, this book is designed to cater to both beginners and those with some programming experience. It starts with foundational concepts before diving into more complex data science applications. Beginners can benefit from step-by-step explanations and practical examples that illustrate how to solve common data analysis problems, making it an ideal resource for anyone looking to get started with Python for data science. -
سؤال:
How does this edition differ from the previous one?
إجابه: The 2nd Edition of Murachs Python for Data Science incorporates updated content that reflects the latest Python libraries and data science practices. It includes new examples, expanded coverage of machine learning techniques, and enhanced illustrations to aid comprehension. Readers can expect a more comprehensive approach to data science, as well as insights into more advanced topics that were not covered in earlier versions, making this edition a valuable upgrade. -
سؤال:
What kind of projects can I expect to work on with this book?
إجابه: The book features various projects that allow readers to apply their learning to real-world scenarios, such as analyzing datasets, creating visualizations, and implementing machine learning algorithms. These projects are structured to build a portfolio that demonstrates practical skills, appealing to both academic settings and professional job opportunities within data-oriented fields. -
سؤال:
Are there any online resources or supplementary materials provided?
إجابه: Yes, Murachs Python for Data Science often comes with access to supplementary online resources. These resources include downloadable datasets, exercise solutions, and additional coding examples that enhance the learning experience. This added support helps reinforce concepts and provides a platform for further exploration, making it easier to practice skills outside the book's content. -
سؤال:
What prior knowledge do I need before starting this book?
إجابه: While a basic understanding of programming concepts is helpful, this book is structured to accommodate those with no prior Python experience. Familiarity with concepts such as loops, variables, and list structures may be beneficial, but the first chapters are dedicated to introducing Python syntax and programming logic, making it accessible to all readers eager to learn about data science. -
سؤال:
Can this book help prepare me for a career in data science?
إجابه: Absolutely. Murachs Python for Data Science provides a foundational skill set that is essential for a career in data science. By teaching you how to manipulate and analyze data, create visualizations, and implement machine learning models, you'll be well-equipped to tackle real-world data challenges. The practical projects included serve as hands-on experience that can be highlighted in job applications or interviews. -
سؤال:
What programming environment is recommended for using this book?
إجابه: The book recommends using Anaconda or Jupyter Notebook as your development environment. Both provide an interactive coding platform that is well-suited for building Python data science skills. Using these tools enhances the practice experience, as they facilitate easy installation of necessary libraries and allow for seamless execution and visualization of code, making the learning journey smoother. -
سؤال:
How is data visualization handled in this book?
إجابه: Data visualization is covered extensively with practical examples using libraries like Matplotlib and Seaborn. The book guides you through the concepts of visual representation of data, teaching you how to create various types of charts and graphs. Enhanced understanding of visualization techniques is critical, as it enables you to present data insights effectively to stakeholders in various scenarios. -
سؤال:
Where can I buy Murachs Python for Data Science 2nd Edition in Iraq?
إجابه: You can purchase Murachs Python for Data Science 2nd Edition from Ubuy in Iraq. Ubuy is a reliable e-commerce platform that offers a diverse selection of books, ensuring you can find the latest edition conveniently. Their user-friendly interface and various purchasing options make it straightforward to acquire this essential resource for your data science journey.
Data Mining Editorial Review
مراجعات العملاء وتقييماتهم
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4 نجمة
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3 نجمة
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إيجابيات
- Comprehensive coverage of Python
- Great for beginners and experts
- Clear explanations and examples
- Useful training and reference material
- Well-structured and organized
سلبيات
- Some topics may feel repetitive.
منصة موثوقة وثقة كاملة للمشتري
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معلومات مهمة
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IQD 73209
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هذا المنتج غير ممنوع في بلدي. (الرجاء الضغط على الرابط أعلاه إذا لم يكن هذا المنتج ممنوعاً في بلدك ، لذلك سيقوم فريقنا بمراجعته والسماح به.)
كمية:
نوفر لك مدفوعات مشفّرة، وحماية متكاملة للمشتري، مع الالتزام بمعايير PCI DSS وشهادة ISO 27001:2022 لضمان أعلى مستويات الأمان في كل عملية شراء.
المميزات والفوائد
- Essential guide for mastering data analysis with Python.
- Learn to use Pandas for data manipulation and Seaborn for visualization.
- Create impactful regression models using Scikit-learn.
- Features four realistic analyses based on real-world data.
- Perfect for aspiring data analysts as demand continues to grow.
- Equips you with practical skills needed for data-driven decision making.
ضمان Ubuy
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