Kniha Advanced Data Analytics Using Python Mukhopadhyay

Advanced Data Analytics Using Python

With Architectural Patterns, Text and Image Classification, and Optimization Techniques

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: APress
Dostupnosť: Skladom u dodávateľa
Odosielame za 9-15 dní
31.10
Understand advanced data analytics concepts such as time series and principal component analysis wit...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2022
Stránok
249
EAN
9781484280041
ISBN
1484280040
Enbook ID
39332475
Vydavateľ
Hmotnosť
412
Rozmery
234 x 154 x 20

Kompletný popis

Understand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark using Python. This book covers architectural patterns in data analytics, text and image classification, optimization techniques, natural language processing, and computer vision in the cloud environment.

Generic design patterns in Python programming is clearly explained, emphasizing architectural practices such as hot potato anti-patterns. You'll review recent advances in databases such as Neo4j, Elasticsearch, and MongoDB. You'll then study feature engineering in images and texts with implementing business logic and see how to build machine learning and deep learning models using transfer learning. 

Advanced Analytics with Python, 2nd edition features a chapter on clustering with a neural network, regularization techniques, and algorithmic design patterns in data analytics with reinforcement learning. Finally, the recommender system in PySpark explains how to optimize models for a specific application. 

What You'll Learn
  • Build intelligent systems for enterprise
  • Review time series analysis, classifications, regression, and clustering
  • Explore supervised learning, unsupervised learning, reinforcement learning, and transfer learning 
  • Use cloud platforms like GCP and AWS in data analytics
  • Understand Covers design patterns in Python 
Who This Book Is For

Data scientists and software developers interested in the field of data analytics.

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