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Apache Spark vs MapReduce: A Detailed Comparison

Knowledge Hut

Here come the frameworks like Apache Spark and MapReduce to our rescue and help us to get deep insights into this huge amount of structured, unstructured, and semi-structured data and make more sense of it. Both technologies have their own pros and cons as we will see below. The data is referred from the RDD Programming guide.

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Recommender Systems: Behind the Scenes of Machine-Learning-Based Personalization

AltexSoft

By utilizing ML algorithms and data, it is possible to create smart models that can precisely predict customer intent and as such provide quality one-to-one recommendations. At the same time, the continuous growth of available data has led to information overload — when there are too many choices, complicating decision-making.

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15 Power BI Projects Examples and Ideas for Practice

ProjectPro

Advanced Analytics with R Integration: R programming language has several packages focusing on data mining and visualization. Data scientists employ R programming language for machine learning, statistical analysis, and complex data modeling.

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