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6 Data And Analytics Trends To Prepare For In 2020

Smart Data Collective

We’re well past the point of realization that big data and advanced analytics solutions are valuable — just about everyone knows this by now. Big data alone has become a modern staple of nearly every industry from retail to manufacturing, and for good reason.

Analytics 111
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Spark Vs. Hadoop – All You Need to Know

Pickl AI

Summary: This article compares Spark vs Hadoop, highlighting Spark’s fast, in-memory processing and Hadoop’s disk-based, batch processing model. It discusses performance, use cases, and cost, helping you choose the best framework for your big data needs. What is Apache Hadoop?

Hadoop 52
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Introduction to Apache NiFi and Its Architecture

Pickl AI

Its architecture includes FlowFiles, repositories, and processors, enabling efficient data processing and transformation. With a user-friendly interface and robust features, NiFi simplifies complex data workflows and enhances real-time data integration. Is Apache NiFi Easy to Use?

ETL 52
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The Backbone of Data Engineering: 5 Key Architectural Patterns Explained

Mlearning.ai

In data engineering, the Pub/Sub pattern can be used for various use cases such as real-time data processing, event-driven architectures, and data synchronization across multiple systems. The company can use the Pub/Sub pattern to process customer events such as product views, add to cart, and checkout.

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Top 15 Data Analytics Projects in 2023 for beginners to Experienced

Pickl AI

Diagnostic Analytics Projects: Diagnostic analytics seeks to determine the reasons behind specific events or patterns observed in the data. 3. Predictive Analytics Projects: Predictive analytics involves using historical data to predict future events or outcomes.

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Discover the Most Important Fundamentals of Data Engineering

Pickl AI

Introduction Data Engineering is the backbone of the data-driven world, transforming raw data into actionable insights. As organisations increasingly rely on data to drive decision-making, understanding the fundamentals of Data Engineering becomes essential. million by 2028.

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Web Scraping vs. Web Crawling: Understanding the Differences

Pickl AI

Content Aggregation News websites or blogs may scrape content from multiple sources to provide a comprehensive overview of current events or topics. Apache Nutch A powerful web crawler built on Apache Hadoop, suitable for large-scale data crawling projects.