Mastering Machine Learning with Spark
| Author | : | |
| Rating | : | 4.39 (962 Votes) |
| Asin | : | B01JP2018E |
| Format Type | : | |
| Number of Pages | : | 166 Pages |
| Publish Date | : | 2013-08-13 |
| Language | : | English |
DESCRIPTION:
His favorite topic in machine learning is the use of neural networks for Natural Language Processing in the areas of sentiment analysis and information retrieval.Michal Malohlava is a software engineer and programming languages enthusiast who has been developing languages and software for over 10 years. Finally, you will build different pattern mining models using MLlib, perform complex manipulation of DataFrames using Spark and Spark SQL, and deploy your app in a Spark streaming environment.What you will learnUse Spark streams to cluster tweets onlineRun the PageRank algorithm to compute user influencePerform complex manipulation of DataFrames using SparkDefine Spark pipelines to compose individual data transformationsUtilize generated models for off-line/on-line predictionTransfer the learning from an ensemb
His favorite topic in machine learning is the use of neural networks for Natural Language Processing in the areas of sentiment analysis and information retrieval.Michal Malohlava is a software engineer and programming languages enthusiast who has been developing languages and software for over 10 years. He has participated in the design and development of various systems including the SOFA and Fractal
About the AuthorAlex Tellez is a Machine Learning Scientist, cyclist, and huge fan of the Apache Spark project. He is also interested in construction of not only distributed but also embedded and real-time component-based systems using model-driven methods and domain-specific languages. His favorite topic in machine learning is the use of neural networks for Natural Language Processing in the areas of sentiment analysis and information retrieval.Michal Malohlava is a software engineer and programming languages enthusiast who has been developing languages and software for over 10 years. He has participated in the design and development of various systems includ