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Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries
This book cuts through the noise to help you deliver results.
Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries
Artikelnummer: 97733425

Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries

Artikelnummer: 97733425

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Utmärkande egenskaper

Integrated Environment
Utilizes Anaconda and JupyterLab to provide a seamless experience for data scientists, combining library management, coding, and visualization in one platform, which enhances productivity and streamlines workflows.
Comprehensive Libraries
Offers extensive coverage of Python's scientific libraries like NumPy and Pandas, empowering users to perform complex data analysis and scientific computations efficiently, saving time and improving accuracy.
User-Friendly Approach
Designed for beginners and advanced users alike, this guide simplifies the learning curve for Python in scientific contexts, making it accessible and practical for scientists without extensive programming backgrounds.

Produktinformation

Shop Python Tools for Scientists: An Introduction to Using Anaconda, JupyterLab, and Python's Scientific Libraries online at a best price in SVERIGE. 1718502664
  • An introduction to the Python programming language and its most popular tools for scientists, engineers, students, and anyone who wants to use Python for research, simulations, and collaboration.Python Tools for Scientists will introduce you to Python tools you can use in your scientific research, including Anaconda, Spyder, Jupyter Notebooks, JupyterLab, and numerous Python libraries. You’ll learn to use Python for tasks such as creating visualizations, representing geospatial information, simulating natural events, and manipulating numerical data.Once you’ve built an optimal programming environment with Anaconda, you’ll learn how to organize your projects and use interpreters, text editors, notebooks, and development environments to work with your code. Following the book’s fast-paced Python primer, you’ll tour a range of scientific tools and libraries like scikit-learn and seaborn that you can use to manipulate and visualize your data, or analyze it with machine learning algorithms.You’ll also learn how to:Create isolated projects in virtual environments, build interactive notebooks, test code in the Qt console, and use Spyder’s interactive development featuresUse Python’s built-in data types, write custom functions and classes, and document your codeRepresent data with the essential NumPy, Matplotlib, and pandas librariesUse Python plotting libraries like Plotly, HoloViews, and Datashader to handle large datasets and create 3D visualizationsRegardless of your scientific field, Python Tools for Scientists will show you how to choose the best tools to meet your research and computational analysis needs.
Publisher No Starch Press
Publication date January 17, 2023
Language English
Print length 744 pages
ISBN-10 1718502664
ISBN-13 978-1718502666
Item Weight 13 ounces (368.55 grams)
Dimensions 7 x 1.32 x 9.25 inches (17.8 x 3.4 x 23.5 cm)

Vem bör köpa?

Suitable For
  • Beginner Scientists

    This product is ideal for scientists who are new to Python and wish to utilize data analysis tools effectively.

  • Data Analysts

    Data analysts looking to enhance their skill set with Python's libraries for data manipulation and visualization will benefit significantly.

  • Academic Researchers

    Researchers in academia needing efficient tools for data processing and visualization will find value in this comprehensive guide.

Not Suitable For
  • Advanced Programmers

    Experienced programmers may find the content too basic and not sufficiently challenging or in-depth for their skill level.

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Data Processing Editorial Review

**** "Python Tools for Scientists" serves as an accessible entry point into the realm of Python programming for individuals venturing into scientific or research work. The book excels in providing a well-organized and methodical introduction, making it particularly valuable for beginners. Reviewers have noted that while the author presents the foundational aspects of Python with clarity, those seeking in-depth mastery of the language will need to look elsewhere. The exhaustive detail regarding setting up the Python development environment is both a strength and a weakness; it's beneficial for newcomers but can feel drawn out for those already familiar with programming. The content is favorably structured, with clear divisions between instructional chapters and reference material, aiding readers in navigating the toolset effectively. Many users have expressed that the book minimizes learning efforts and efficiently equips them to utilize Python's extensive scientific libraries. The inclusion of visualization techniques received positive remarks, particularly for its supportive charts that guide selection of appropriate libraries. However, for more experienced programmers, the book may seem overly focused on basic tutorials, leading to a desire for more complex problem-solving content. Overall, "Python Tools for Scientists" is well-received as a practical guide, especially for those just starting their journey in the Python ecosystem. It provides the essential groundwork and introduces critical libraries, making it a recommended resource for aspiring data scientists and researchers. **

Kundrecensioner & betyg

4.6
60 kunders betyg
  • 5 stjärna
    77%
  • 4 stjärna
    15%
  • 3 stjärna
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  • 2 stjärna
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Fördelar

  • Well-organized and didactic structure
  • Detailed introduction to setting up the Python environment
  • Useful reference material for Python libraries
  • Includes visualization chapters with helpful charts

Nackdelar

  • Best suited for beginners; deeper insights into Python may be lacking

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