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Topics
Spark Installation
Apache Spark Installation Guide for Windows & macOS A. Prerequisites (Both Windows & macOS) Java JDK 11+ Download and install from OpenJDK 11 or Oracle JDK. java -version Python 3.8+ (Optional for…
More InfoSpark GraphX and GraphFrames
Spark GraphX & GraphFrames 1. Overview Apache Spark offers two powerful libraries for graph processing over distributed data: GraphX and GraphFrames. Both let you model your data as vertices (nodes) and edges…
More InfoSpark Streaming
Spark Streaming is a scalable, high-throughput, fault-tolerant streaming processing system that supports both batch and streaming workloads. It is used to process real-time data from sources like file system folders, TCP sockets, S3, Kafka, Flume, Twitter…
More InfoSpark Data Source
Spark SQL supports operating on a variety of data sources through the DataFrame interface. This section of the tutorial describes reading and writing data using the Spark Data Sources with Scala examples…
More InfoDataFrame Spark
DataFrame is a distributed collection of data organized into named columns. It is conceptually equivalent to a table in a relational database or a data frame in R/Python, but with richer optimizations…
More InfoApache Spark Architecture
Spark works in a master-slave architecture where the master is called the “Driver” and slaves are called “Workers”. When you run a Spark application, Spark Driver creates a context that is an…
More InfoFeatures & Advantages of Apache Spark
In-memory computation Distributed processing using parallelize Can be used with many cluster managers (Spark, Yarn, Mesos e.t.c) Fault-tolerant Immutable Lazy evaluation Cache & persistence Inbuild-optimization when using DataFrames Supports ANSI SQL Spark…
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Student Testimonials
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The courses are diverse, and some professors are truly outstanding. However, there were instances where communication could have been clearer, and administrative processes seemed cumbersome
Shankar
The professors are not only experts in their fields but also incredibly supportive. The curriculum is robust, with practical projects that challenged me to think critically and creatively.
Runjhun
The administration often seemed disorganized, making it difficult to navigate academic requirements. Additionally, the facilities were not well-maintained, which affected my ability to concentrate on studies.
Sheetal
Nidi Soft transformed my learning experience! The interactive courses kept me engaged, and I loved how easy it was to access materials anytime. I never thought I could grasp such complex subjects until I found this platform.
Noorul
The variety of courses available on Nidi Soft is impressive. I was able to explore subjects outside my major and discover new passions. The platform really encourages lifelong learning!
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