(DOWNLOAD) "Advanced Data Analytics Using Python" by Sayan Mukhopadhyay " eBook PDF Kindle ePub Free

eBook details

Title: Advanced Data Analytics Using Python
Author : Sayan Mukhopadhyay
Release Date : January 29, 2018
Genre: Programming,Books,Computers & Internet,Databases,Computers,
Pages : * pages
Size : 1256 KB

Description

Gain a broad foundation of advanced data analytics concepts and discover the recent revolution in databases such as Neo4j, Elasticsearch, and MongoDB. This book discusses how to implement ETL techniques including topical crawling, which is applied in domains such as high-frequency algorithmic trading and goal-oriented dialog systems. You’ll also see examples of machine learning concepts such as semi-supervised learning, deep learning, and NLP. Advanced Data Analytics Using Python also covers important traditional data analysis techniques such as time series and principal component analysis.
After reading this book you will have experience of every technical aspect of an analytics project. You’ll get to know the concepts using Python code, giving you samples to use in your own projects.
You will:
Work with data analysis techniques such as classification, clustering, regression, and forecasting
Handle structured and unstructured data, ETL techniques, and different kinds of databases such as Neo4j, Elasticsearch, MongoDB, and MySQL
Examine the different big data frameworks, including Hadoop and Spark
Discover advanced machine learning concepts such as semi-supervised learning, deep learning, and NLP