Advanced Data Analytics Using Python, 2nd Edition
With Architectural Patterns, Text and Image Classification, and Optimization Techniques
| Price | $33.88 - $38.08
|
| Rating |  |
| Authors | Sayan Mukhopadhyay, Pratip Samanta |
| Publisher | Apress |
| Published | 2023 |
| Pages | 249 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1484280040 |
| ISBN-13 | 9781484280041 |
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.
- Sayan Mukhopadhyay (2 books)
- Pratip Samanta
Similar Books
Advanced Data Analytics Using Python
by Sayan Mukhopadhyay
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&...
Price: $29.01 | Publisher: Apress | Release: 2018
Practical Data Science with R, 2nd Edition 
by Nina Zumel, John Mount
Practical Data Science with R, Second Edition takes a practice-oriented approach to explaining basic principles in the ever expanding field of data science. You'll jump right to real-world use cases as you apply the R programming language and statistical analysis techniques to carefully explained examples based in marketing, business...
Price: $39.99 | Publisher: Manning | Release: 2019
by Moshe Zadka
Take advantage of Python to automate complex systems with readable code. This new edition will help you move from operations/system administration into easy-to-learn coding.You'll start by writing command-line scripts and automating simple DevOps-style tasks followed by creating reliable and fast unit tests designed to avoid incident...
Price: $37.95 | Publisher: Apress | Release: 2022
Learning Geospatial Analysis with Python, 2nd Edition
by Joel Lawhead
Geospatial Analysis is used in almost every field you can think of from medicine, to defense, to farming. This book will guide you gently into this exciting and complex field. It walks you through the building blocks of geospatial analysis and how to apply them to influence decision making using the latest Python software.Learning Geospat...
Price: $44.99 | Publisher: Packt Publishing | Release: 2015
Fast Data Processing with Spark, 2nd Edition
by Krishna Sankar, Holden Karau
Spark is a framework used for writing fast, distributed programs. Spark solves similar problems as Hadoop MapReduce does, but with a fast in-memory approach and a clean functional style API. With its ability to integrate with Hadoop and built-in tools for interactive query analysis (Spark SQL), large-scale graph processing and analysis (G...
Price: $29.99 | Publisher: Packt Publishing | Release: 2015
Kivy - Interactive Applications and Games in Python, 2nd Edition
by Roberto Ulloa
Kivy - Interactive Applications and Games in Python 2nd Edition, will equip you with all the necessary knowledge to create interactive, responsive, and cross-platform applications and games.This book introduces the Kivy language and the necessary components so you can implement a graphical user interface (GUI) and learn techniques to hand...
Price: $34.61 | Publisher: Packt Publishing | Release: 2015
Pandas 1.x Cookbook, 2nd Edition
by Matt Harrison, Theodore Petrou
The pandas library is massive, and it's common for frequent users to be unaware of many of its more impressive features. The official pandas documentation, while thorough, does not contain many useful examples of how to piece together multiple commands as one would do during an actual analysis. This book guides you, as if you were lo...
Price: $39.99 | Publisher: Packt Publishing | Release: 2020
Excel Data Analysis For Dummies, 2nd Edition
by Stephen L. Nelson, E. C. Nelson
Excel Data Analysis For Dummies, 2nd Edition is the ultimate guide to getting the most out of your data. Veteran Dummies author Stephen L. Nelson guides you through the basic and not-so-basic features of Excel to help you discover the gems hidden in your rough data. From input, to analysis, to visualization, the book walks you through the...
Price: $7.99 | Publisher: Wiley | Release: 2014