Coverart for item
The Resource Advanced data analytics using Python : with machine learning, deep learning and NLP examples, Sayan Mukhopadhyay, (electronic book)

Advanced data analytics using Python : with machine learning, deep learning and NLP examples, Sayan Mukhopadhyay, (electronic book)

Label
Advanced data analytics using Python : with machine learning, deep learning and NLP examples
Title
Advanced data analytics using Python
Title remainder
with machine learning, deep learning and NLP examples
Statement of responsibility
Sayan Mukhopadhyay
Creator
Author
Subject
Language
eng
Summary
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
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Mukhopadhyay, Sayan
Dewey number
005.13/3
Index
index present
LC call number
QA76.73.P98
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/subjectName
  • Python (Computer program language)
  • Machine learning
  • Data mining
Label
Advanced data analytics using Python : with machine learning, deep learning and NLP examples, Sayan Mukhopadhyay, (electronic book)
Instantiates
Publication
Note
Includes index
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Chapter 1: Introduction -- Chapter 2: ETL with Python -- Chapter 3: Supervised Learning with Python -- Chapter 4: Unsupervised Learning with Python -- Chapter 5: Deep Learning & Neural Networks -- Chapter 6: Time Series Analysis -- Chapter 7: Python in Emerging Technologies
Control code
SPR1030303394
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9781484234495
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4842-3450-1
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000958
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1030303394
  • (OCoLC)1030303394
Label
Advanced data analytics using Python : with machine learning, deep learning and NLP examples, Sayan Mukhopadhyay, (electronic book)
Publication
Note
Includes index
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Chapter 1: Introduction -- Chapter 2: ETL with Python -- Chapter 3: Supervised Learning with Python -- Chapter 4: Unsupervised Learning with Python -- Chapter 5: Deep Learning & Neural Networks -- Chapter 6: Time Series Analysis -- Chapter 7: Python in Emerging Technologies
Control code
SPR1030303394
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9781484234495
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4842-3450-1
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000958
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1030303394
  • (OCoLC)1030303394

Library Locations

Processing Feedback ...