PySpark SQL Recipes - Raman, Sundar Rajan
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Présentation Pyspark Sql Recipes de Raman, Sundar Rajan Format Broché
- Livre Informatique
Résumé : Biographie: Sommaire: Chapter Goal: Reader will understand about PySpark, PySparkSQL , Catalyst Optimizer, Project Tungsten and Hive No of pages 20-30 Sub -Topics 1. PySpark 3. Hive 5. Project Tungsten Chapter Goal: Learner will understand about installation of Spark, Hive, PostgreSQL, MySQL, MongoDB, Cassandra etc. No of pages: 30 -40 Sub - Topics 2. Installation Hive 3. Installation MySQL 4. Installation MongoDB Chapter Goal: This chapter will provide recipes to the reader, which will enable them to create PySparkSQL DataFrame from different sources. No of pages : 40-50 Sub - Topics: 1. Creating DataFrame from data. 3. Reading JSON file to create Dataframe. 4. Saving DataFrames to different formats. Chapter Goal: Reader will learn about data filtering, data manuipulation, data descriptive analysis , Dealing with missing value etc No Of Pages ; 40 -50 1. Data filtering 2. Data manipulation 3. Row and column manipulation Chapter Goal: Reader will learn about data merging and aggregation using PySparkSQL 1. Data Merging 2. Data aggregation Chapter Goal: Reader will learn to run SQL and HiveQL queries on Dataframe No of pages: 30-40 1. Running SQL on DataFrame Chapter Goal: Reader will understand about structured streaming No of pages : 30-40 1. Different type of modes. 3. Different type of sources Chapter Goal: Reader will learn about optimizing PySparkSQL No Of pages : 20-30 Optimizing PySparkSQL Chapter Goal: Reader will understand about graph data analysis with Graphframes. 1. GraphFrame Creation 1. Page Rank
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Personne responsable dans l'UE
Raju Kumar Mishra has strong interests in data science and systems that have the capability of handling large amounts of data and operating complex mathematical models through computational programming. He was inspired to pursue an M. Tech in computational sciences from Indian Institute of Science in Bangalore, India. Raju primarily works in the areas of data science and its different applications. Working as a corporate trainer he has developed unique insights that help him in teaching and explaining complex ideas with ease. Raju is also a data science consultant solving complex industrial problems. He works on programming tools such as R, Python, scikit-learn, Statsmodels, Hadoop, Hive, Pig, Spark, and many others. His venture Walsoul Private Ltd provides training in data science, programming, and big data.