Data Science Fundamentals for Python and MongoDB
Build the foundational data science skills necessary to work with and better understand complex data science algorithms. This example-driven book provides complete Python coding examples to complement and clarify data science concepts, and enrich the learning experience. Coding examples include visualizations whenever appropriate....
Practical Signals Theory with MATLAB Applications
Practical Signals Theory with MATLAB Applications is organized around applications, first introducing the actual behavior of specific signals and then using them to motivate the presentation of mathematical concepts. Tervo sequences the presentation of the major transforms by their complexity: first Fourier,...
Learn Data Analysis with Python: Lessons in Coding
Get started using Python in data analysis with this compact practical guide. This book includes three exercises and a case study on getting data in and out of Python code in the right format. Learn Data Analysis with Python
also helps you discover meaning in the data using analysis and shows you how to visualize...
Diagrammatic Reasoning in AI
This book is really the end product of over a decade of work, on and off, on
diagrammatic reasoning in artificial intelligence (AI). In developing this book, I
drew inspiration from a variety of sources: two experimental studies, the development
of two prototype systems, an extensive literature review and analysis in
The Art of R Programming: A Tour of Statistical Software Design
R is the world's most popular language for developing statistical software: Archaeologists use it to track the spread of ancient civilizations, drug companies use it to discover which medications are safe and effective, and actuaries use it to assess financial risks and keep economies running smoothly.
Spark for Python Developers
Set up real-time streaming and batch data intensive infrastructure using Spark and Python
Deliver insightful visualizations in a web app using Spark (PySpark)
Inject live data using Spark Streaming with real-time events
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