Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Machine Learning with PySpark

Machine Learning with PySpark

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9781484277775
Condition
New
Product Description

Master the new features in PySpark 3.1 to develop data-driven, intelligent applications. This updated edition covers topics ranging from building scalable machine learning models, to natural language processing, to recommender systems. Machine Learning with PySpark, Second Edition begins with the fundamentals of Apache Spark, including the latest updates to the framework. Next, you will learn the full spectrum of traditional machine learning algorithm implementations, along with natural language processing and recommender systems. Youll gain familiarity with the critical process of selecting machine learning algorithms, data ingestion, and data processing to solve business problems. Youll see a demonstration of how to build supervised machine learning models such as linear regression, logistic regression, decision trees, and random forests. Youll also learn how to automate the steps using Spark pipelines, followed by unsupervised models such as K-means and hierarchical clustering. A section on Natural Language Processing (NLP) covers text processing, text mining, and embeddings for classification. This new edition also introduces Koalas in Spark and how to automate data workflow using Airflow and PySparks latest ML library. After completing this book, you will understand how to use PySparks machine learning library to build and train various machine learning models, along with related components such as data ingestion, processing and visualization to develop data-driven intelligent applications What you will learn: Build a spectrum of supervised and unsupervised machine learning algorithms Use PySpark's machine learning library to implement machine learning and recommender systems Leverage the new features in PySparks machine learning library Understand data processing using Koalas in Spark Handle issues around feature engineering, class balance, bias andvariance, and cross validation to build optimally fit models Who This Book Is For Data science and machine learning professionals.

Available Colors
Available Sizes
1 Offer Price Range: $49.99 - $49.99
BEST PRICE

Single Product Purchase

$49.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$49.99 $49.99

$49.99
See Site In stock Visit Store

Similar Products

Integrating Cognitive and Rational Theories of Foreign Policy Decision Making

$39.99

Recent Advances in Information Hiding and Applications

$109.99

The Palgrave Handbook of African Men and Masculinities

$219.99

Innovations and Advances in Wound Healing

$89.00

The Problem of Order in the Global Age

$54.99

Solid-State Spectroscopy

$54.99

Fernsehfinanzierung

$59.99

Computational Invariant Theory

$129.00

Opportunistic Infections

$169.99

Proceedings of the Fourth International Conference on Numerical Methods in Fluid Dynamics

$39.99

Basiswissen Immunologie

$29.99

Updates on Clostridioides difficile in Europe

$139.00

Regulation of Health: Case Studies of Sweden and Switzerland

$169.99

Handbuch Versicherungsmarketing

$99.00

IUTAM Symposium on Reynolds Number Scaling in Turbulent Flow

$219.99

Stressed Composite Structures

$109.99

Ein Zeichen sind wir, deutungslos

$49.99

Privatbankiers im Elektronischen Markt

$64.99

7th International Conference on Automated Deduction

$109.99

Nonlinear Phenomena in Atmospheric and Oceanic Sciences

$109.99

Global Climate

$169.99

The South at the End of the Twentieth Century

$109.99

Advances in Convex Analysis and Global Optimization

$169.99

Lazare and Sadi Carnot

$169.99

Kompendium der Immunologie

$74.99

Die Erwerbsgesellschaft

$64.99

Datenintegritt in heterogenen Informationssystemen

$59.99

Expert Systems and Robotics

$84.99

Die Vorratsinventur

$59.99

Mathematical Analysis

$39.99

Fundamentals of Radiation Materials Science

$109.00

Hot-Carrier Reliability of MOS VLSI Circuits

$219.99

Combined Scintigraphic and Radiographic Diagnosis of Bone and Joint Diseases

$149.00

Ultrasound of Appendicitis

$84.99

Beginning F# 4.0

$69.99

DNA Synthesis

$39.99

Jackie Robinson: 6-Book Set

$21.95

Information Security and Privacy

$99.99

The Binocular Handbook

$49.99

Semantics in Databases

$39.99