Practical Data Science Environments with Python and R

Name: ThinkEDU Practical Data Science Environments with Python and R - Practical Data Science Environments with Python and R
Brand: ThinkEDU
SKU: 50596269424926
Price: 19.95 USD
Availability: InStock

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Builds production-ready data science environments from scratch for hands-on learning
Teaches Python and R workflows for data cleaning, visualization, and modeling to solve real-world problems
Includes Git version control for managing and organizing code in professional data teams
Connects skills to industry use cases and advanced topics for career readiness
Step-by-step guidance on importing, cleaning, and transforming data for actionable insights

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Book Cover Type: Paperback, Soft
Genre: Education, Technology
Language Version: ENG-English
Target Audience: Adults
Table of Contents: 1. Overview of Data Science, 2. Programming Languages and Environments, 3. Setting Up Data Science Environment, 4. Importing and Cleaning Data in Python and R, 5. Data Wrangling and Manipulation in Python and R, 6. Data Visualization in Python and R, 7. Introduction to Data Science Algorithms, 8. Implementing Machine Learning Models, 9. Version Control with Git, 10. Data Science and Analytics in Industry, 11. Advanced Topics and Next Steps

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