LEARN NumPy: Master Data Processing and Advanced Calculations in Python
About this ebook
This book is ideal for students and professionals seeking to master NumPy for data analysis, scientific automation, and advanced computing in Python. With a practical approach and applied examples, you will learn to perform vectorized operations, efficiently handle multidimensional arrays, and integrate with leading libraries such as Pandas, SciPy, TensorFlow, PyTorch, and machine learning frameworks.
The content includes techniques for processing large data volumes, performance optimization for deep learning, statistical analysis, linear algebra, broadcasting, slicing, aggregation, boolean filters, and integration with Jupyter, Anaconda, AWS, Google Colab, Databricks, and cloud environments. Prepare to build scalable solutions in data science, financial automation, engineering, academic research, and high-performance industrial projects.
Includes:
• Vectorized operations and advanced array manipulation
• Integration with Pandas, SciPy, TensorFlow, and PyTorch
• Techniques in linear algebra, statistics, and numerical analysis
• Performance optimization for big data and deep learning
• Visualization practices with Matplotlib, Seaborn, and Plotly
• Workflow automation in cloud, edge, and HPC clusters
• Best practices for scientific and industrial projects
Master NumPy and boost your career in data science, engineering, artificial intelligence, and automation with robust, fast, and integrated solutions.
numpy, python, data analysis, multidimensional arrays, linear algebra, deep learning, pandas, scipy, tensorflow, big data, scientific computing, automation, jupyter, cloud, databricks
About the author
Diego Rodrigues
Technical Author and Independent Researcher
ORCID: https://orcid.org/0009-0006-
StudioD21 Smart Tech Content & Intell Systems
Email:studiod21portoalegre@
LinkedIn: linkedin.com/in/diegoexpertai
International technical author (tech writer) focused on the structured production of applied knowledge. He is the founder of StudioD21 Smart Tech Content & Intell Systems, where he leads the creation of intelligent frameworks and the publication of didactic technical books supported by artificial intelligence, such as the Kali Linux Extreme series, SMARTBOOKS D21, among others.
Holder of 42 international certifications issued by institutions such as IBM, Google, Microsoft, AWS, Cisco, META, Ec-Council, Palo Alto, and Boston University, he works in the fields of Artificial Intelligence, Machine Learning, Data Science, Big Data, Blockchain, Connectivity Technologies, Ethical Hacking, and Threat Intelligence.
Since 2003, he has developed more than 200 technical projects for brands in Brazil, the USA, and Mexico. In 2024, he established himself as one of the leading technical book authors of the new generation, with over 180 titles published in six languages. His work is based on his proprietary TECHWRITE 2.3 applied technical writing protocol, focused on scalability, conceptual precision, and practical applicability in professional environments.
