Book

Hands-On Data Science with Anaconda

Hands-On Data Science with Anaconda gets you started with Anaconda and demonstrates how you can use it to perform data science operations in the real world. You will learn different ways to retrieve data from various sources and different visualization tools packages available in Python, R, and Julia.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

12h8m

Language

English

About Book

Who Is This Book For?

Hands-On Data Science with Anaconda is for you if you are a developer who is looking for the best tools in the market to perform data science. It’s also ideal for data analysts and data science professionals who want to improve the efficiency of their data science applications by using the best libraries in multiple languages. Basic programming knowledge with R or Python and introductory knowledge of linear algebra is expected.

Book content

chapters 12h8m total length

Ecosystem of Anaconda

Anaconda Installation

Data basics

Data visualization

Statistics modeling in Anaconda

Managing packages

Optimization in Anaconda

Unsupervised Learning in Anaconda

Supervised Learning in Anaconda

Predictive Data Analytics: Modelling and Validation

Anaconda Cloud

Distributed computing, parallel computing and HPCC

Related Resources

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