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Data science fundamentals for python and mongoDB

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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. The book is a necessary precursor to applying and implementing machine learning algorithms.
The book is self-contained. All of the math, statistics, stochastic, and programming skills required to master the content are covered. In-depth knowledge of object-oriented programming isn’t required because complete examples are provided and explained.
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. The novice yearning to break into the data science world, and the enthusiast looking to enrich, deepen, and develop data science skills through mastering the underlying fundamentals that are sometimes skipped over in the rush to be productive. Some knowledge of object-oriented programming will make learning easier.

Table of contents
Chapter 1: Introduction
Chapter 2: Monte carlo simulation and density functions
Chapter 3: Linear algebra
Chapter 4: Gradient descent
Chapter 5: Working with data
Chapter 6: Exploring data
Index

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Availability

Detail Information

Series Title

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Call Number

005.262 PAP d

Publisher

United Sates of America : Apress., 2018

Collation

xiii, 214 hlm.; ilus.; 23 cm

Language

English

ISBN/ISSN

9781484235966

Classification

005.262

Content Type

-

Media Type

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Carrier Type

-

Edition

-

Subject(s)

Python (Bahasa pemrograman)
Python (Computer program language)

Specific Detail Info

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Statement of Responsibility

David Paper

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