Practical data science with Hadoop and Spark : designing and building effective analytics at scale /
Designing and building effective analytics at scale
Ofer Mendelevitch, Casey Stella, Douglas Eadline.
- xix, 230 pages : illustrations ; 24 cm
Includes index.
I. Data science with Hadoop : an overview. Introduction to data science ; Use cases for data science ; Hadoop and data science -- II. Preparing and visualizing data with Hadoop. Getting data into Hadoop ; Data munging with Hadoop ; Exploring and visualizing data -- III. Applying data modeling with Hadoop. Machine learning with Hadoop ; Predictive modeling ; Clustering ; Anomaly detection with Hadoop ; Natural language processing ; Data science with Hadoop : the next frontier.
Electronic data processing--Distributed processing. Big data--Computer programs. COMPUTERS / Databases / Data Mining. COMPUTERS / Databases / Data Warehousing.