Archives for Apache Spark - Page 2
Pyspark is a data analysis tool created by the Apache Spark community for using Python and Spark. It allows you to work with Resilient Distributed Dataset(RDD) and DataFrames in python.
The post Beginner’s Guide To Machine Learning With Apache Spark appeared first on Analytics India Magazine.
Launched in the year 2009, Apache Spark is an open-source unified analytics engine for large-scale data processing. With more than 28k GitHub stars, this analytics engine can be said as one of the most active open-sourced big data projects and is popular for its various intuitive features. Some of its features include ease of writing…
The post Top 8 Alternatives To Apache Spark appeared first on Analytics India Magazine.
Launched in the year 2009, Apache Spark is an open-source unified analytics engine for large-scale data processing. With more than 28k GitHub stars, this analytics engine can be said as one of the most active open-sourced big data projects and is popular for its various intuitive features. Some of its features include ease of writing…
The post Top 8 Alternatives To Apache Spark appeared first on Analytics India Magazine.
Apache Spark is a popular open-source data processing framework. This widely-known big data platform provides several exciting features, such as graph processing, real-time processing, in-memory processing, batch processing and more quickly and easily. With the expansion of data generation, organisations have started utilising these vast amounts of data to gain meaningful insights. Big data tools…
The post Python Vs Scala For Apache Spark appeared first on Analytics India Magazine.
There are two fundamentally different and complementary ways of accelerating machine learning workloads: By vertical scaling or scaling-up, where one adds more resources to a single machine Or 2. By horizontal scaling or scaling-out, where one adds more nodes to the system But when it comes to the degree of distribution within a machine learning…
The post Top 11 Tools For Distributed Machine Learning appeared first on Analytics India Magazine.
Python and Scala are two of the most popular languages used in data science and analytics. These languages provide great support in order to create efficient projects on emerging technologies. In this article, we list down the differences between these two popular languages. Python Python continues to be the most popular language in the industry.…
The post Python Vs Scala: Which Language Is Best Suited For Data Analytics? appeared first on Analytics India Magazine.
Every programming language has its own set of features. If one wants to pioneer in any particular domain of technology, it is very crucial to have a strong command over any programming language. Coding can be said as the most initial and primary thing in a developer’s toolkit. It is widely known that Python is…
The post 4 Programming Languages Every Big Data Enthusiast Must Ace appeared first on Analytics India Magazine.
Apache Spark is one of the most active open-sourced big data projects. It is fast, flexible, and scalable, which makes it a very popular and useful project. In this article, we jot down the 10 best books to gain insights into this general-purpose cluster-computing framework. 1| Beginning Apache Spark 2: With Resilient Distributed Datasets, Spark…
The post Top 10 Books For Learning Apache Spark appeared first on Analytics India Magazine.
Apache Spark is one of the most active open-sourced big data projects. It is fast, flexible, and scalable, which makes it a very popular and useful project. In this article, we jot down the 10 best books to gain insights into this general-purpose cluster-computing framework. 1| Beginning Apache Spark 2: With Resilient Distributed Datasets, Spark…
The post Top 10 Books For Learning Apache Spark appeared first on Analytics India Magazine.
Apache Spark Turns 10: The Secret Sauce Behind One Of The World’s Most Popular Open Source Projects
It was the changing nature of big data technology and architectural models, that wrote the story for Hadoop. The infrastructure architecture moved towards edge computing, IoT and cloud computing and especially containers where the market is seeing an increase in Kuberenetes workload. With analytical and machine learning workloads increasing, there was an increased need for…
The post Apache Spark Turns 10: The Secret Sauce Behind One Of The World’s Most Popular Open Source Projects appeared first on Analytics India Magazine.