Klosterman, Stephen
Data Science Projects with Python: A case study approach to gaining valuable insights from real data with machine learning, 2nd Edition
- ISBN 13:
- 9781800564480
- author:
- Klosterman, Stephen
- format:
- Paperback / softback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2021
- Pages:
- 432
- Dimensions:
- 23.5 x 19.1 x 2.2 centimeters (0
- Genre:
- Computers, Programming, Python,
- Condition:
- New
- Availability:
- Item usually sent within 7 working days
Description
Data Science Projects with Python: A Case Study Approach to Gaining Valuable Insights from Real Data with Machine Learning
This practical guide takes you through an end-to-end project based on a realistic data set, simulating the working conditions of real-world data science projects. You'll learn how to use key Python packages and master the process of data exploration and processing.
With this book, you'll gain hands-on experience with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoost. By the end, you'll have the skills, understanding, and confidence to build your own machine learning models and extract valuable insights from real data.
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