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Data Science Fundamentals for Python and MongoDB
Paperback
DatabasesProbability & StatisticsProgramming
Publisher Price: $34.99
ISBN13: 9781484235966
Publisher: Apress
Published: May 11 2018
Pages: 214
Weight: 0.72
Height: 0.48 Width: 6.14 Depth: 9.21
Language: English
Data Science Fundamentals with Python and MongoDB is an excellent starting point for those interested in pursuing a career in data science. Like any science, the fundamentals of data science are a prerequisite to competency. Without proficiency in mathematics, statistics, data manipulation, and coding, the path to success is rocky at best. The coding examples in this book are concise, accurate, and complete, and perfectly complement the data science concepts introduced.
What You'll Learn
- Prepare for a career in data science
- Work with complex data structures in Python
- Simulate with Monte Carlo and Stochastic algorithms
- Apply linear algebra using vectors and matrices
- Utilize complex algorithms such as gradient descent and principal component analysis
- Wrangle, cleanse, visualize, and problem solve with data
- Use MongoDB and JSON to work with data
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