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. The book begins with setting up the environment for Anaconda platform in order to make it accessible for tools and frameworks such as Jupyter, pandas, matplotlib, Python, R, Julia, and more. (Limited-time offer)

Table of Contents

• Ecosystem of Anaconda
• Anaconda Installation
• Data Basics
• Data Visualization
• Statistical Modeling in Anaconda
• Managing Packages
• Optimization in Anaconda
• Unsupervised Learning in Anaconda
• Supervised Learning in Anaconda
• Predictive Data Analytics – Modeling and Validation
• Anaconda Cloud
• Distributed Computing, Parallel Computing, and HPCC

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