Items related to Advanced Data Analytics Using Python: With Architectural...
Advanced Data Analytics Using Python: With Architectural Patterns, Text and Image Classification, and Optimization Techniques - Softcover
Synopsis
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 analyticswith 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.
"synopsis" may belong to another edition of this title.
About the Author
Sayan Mukhopadhyay is a data scientist with more than 13 years of experience. He has been associated with companies such as Credit-Suisse, PayPal, CA Technology, CSC, and Mphasis. He has a deep understanding of data analysis applications in domains such as investment banking, online payments, online advertising, IT infrastructure, and retail. His area of expertise is applied high-performance computing in distributed and data-driven environments such as real-time analysis and high-frequency trading.
Pratip Samanta is a Principal AI engineer/researcher having more than 11 years of experience. He worked in different software companies and research institutions. He has published conference papers and granted patents in AI and Natural Language Processing. He is also passionate about gardening and teaching.
From the Back Cover
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 withreinforcement learning. Finally, the recommender system in PySpark explains how to optimize models for a specific application.
You will:
- 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
"About this title" may belong to another edition of this title.
Search results for Advanced Data Analytics Using Python: With Architectural...
Seller Image
Advanced Data Analytics Using Python : With Architectural Patterns, Text and Image Classification, and Optimization Techniques
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 44404342-n
Quantity: 4 available
Stock Image
Advanced Data Analytics Using Python With Architectural Patterns, Text and Image Classification, and Optimization Techniques
Seller: Lakeside Books, Benton Harbor, MI, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. Brand New! Not Overstocks or Low Quality Book Club Editions! Direct From the Publisher! We're not a giant, faceless warehouse organization! We're a small town bookstore that loves books and loves it's customers! Buy from Lakeside Books! Seller Inventory # OTF-S-9781484280041
Quantity: Over 20 available
Seller Image
Advanced Data Analytics Using Python: With Architectural Patterns, Text and Image Classification, and Optimization Techniques (Paperback or Softback)
Published by
Apress 12/10/2022, 2022
ISBN 10: 1484280040
ISBN 13: 9781484280041
New
Paperback or Softback
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.
Seller rating 5 out of 5 stars
Paperback or Softback. Condition: New. Advanced Data Analytics Using Python: With Architectural Patterns, Text and Image Classification, and Optimization Techniques 0.84. Book. Seller Inventory # BBS-9781484280041
Quantity: 5 available
Stock Image
Advanced Data Analytics Using Python: With Architectural Patterns, Text and Image Classification, and Optimization Techniques
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9781484280041
Quantity: Over 20 available
Seller Image
Advanced Data Analytics Using Python : With Architectural Patterns, Text and Image Classification, and Optimization Techniques
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 44404342
Quantity: 4 available
Seller Image
Advanced Data Analytics Using Python
Seller: Rarewaves USA, OSWEGO, IL, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: New. 2nd ed. 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 analyticswith reinforcement learning. Finally, the recommender system in PySpark explains how to optimize models for a specific application. What You'll LearnBuild intelligent systems for enterpriseReview time series analysis, classifications, regression, and clusteringExplore supervised learning, unsupervised learning, reinforcement learning, and transfer learning Use cloud platforms like GCP and AWS in data analyticsUnderstand Covers design patterns in Python Who This Book Is ForData scientists and software developers interested in the field of data analytics. Seller Inventory # LU-9781484280041
Quantity: Over 20 available
Seller Image
Advanced Data Analytics Using Python
Seller: Rarewaves.com USA, London, LONDO, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: New. 2nd ed. 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 analyticswith reinforcement learning. Finally, the recommender system in PySpark explains how to optimize models for a specific application. What You'll LearnBuild intelligent systems for enterpriseReview time series analysis, classifications, regression, and clusteringExplore supervised learning, unsupervised learning, reinforcement learning, and transfer learning Use cloud platforms like GCP and AWS in data analyticsUnderstand Covers design patterns in Python Who This Book Is ForData scientists and software developers interested in the field of data analytics. Seller Inventory # LU-9781484280041
Quantity: Over 20 available
Stock Image
Advanced Data Analytics Using Python
Seller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # GB-9781484280041
Quantity: 3 available
Stock Image
Advanced Data Analytics Using Python
Seller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Shipped from UK. Established seller since 2000. Seller Inventory # GB-9781484280041
Quantity: 3 available
Stock Image
Advanced Data Analytics Using Python : With Architectural Patterns, Text and Image Classification, and Optimization Techniques
Seller: Chiron Media, Wallingford, United Kingdom
Seller rating 4 out of 5 stars
PF. Condition: New. Seller Inventory # 6666-IUK-9781484280041
Quantity: 10 available