Learn Pandas: Master Data Manipulation, Integration, and Automation in Real-World Projects
Language: English
Published by Independently published, 2025
Series: Book 15 of 18 - Data Extreme USA
- Softcover
- New
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
AbeBooks seller since April 6, 2009
Condition: New
US$ 17.05
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- Title
- Learn Pandas: Master Data Manipulation, Integration, and Automation in Real-World Projects
- Author
- Smart Tech Content, Studiod21
- Publisher
- Independently published
- Publication year
- 2025
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 13
- 9798267579056
- Series
- Book 15 of 18: Data Extreme USA
LEARN PANDAS Master Data Manipulation, Integration, and Automation in Real-World Projects
This book is intended for students and professionals seeking to master data manipulation, integration, and automation with Pandas and Python in productive environments, covering everything from environment setup to the delivery of reliable and scalable pipelines. It covers efficient reading and writing (CSV, Parquet, Excel, SQL, APIs), advanced data transformation, validation, profiling, performance optimization, versioning, automation, and integration with essential frameworks for data engineering, cloud, and machine learning, always focusing on governance and compliance.
Includes:
• Python, pandas, pyarrow, venv environment setup
• Data ingestion and export: CSV, Parquet, Excel, SQLAlchemy, APIs, cloud integration
• Advanced transformations: merge, groupby, pivot, rolling, reshape, optimized categoricals
• Optimization: vectorization, chunking, Dask, Modin, numexpr, memory profiling
• Validation and auditing: Pandera, Great Expectations, automated testing, DVC
• Pipeline integration: Airflow, Prefect, automation, monitoring, versioning
• Best practices for governance, compliance, and scalable operations
Expand your expertise by delivering professional and robust solutions for data automation, integration, and orchestration, enhancing the efficiency, security, and value of projects in corporate, cloud, and machine learning environments.
pandas, python, data engineering, data pipeline, pyarrow, parquet, dask, modin, sqlalchemy, airflow, prefect, great-expectations, dvc, etl, automation, cloud, data analysis, compliance, performance
"Synopsis" may belong to another edition of this title.
GreatBookPrices
Columbia, MD, U.S.A.
AbeBooks seller since April 6, 2009
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