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Top 12 Data Engineering Project Ideas [With Source Code]

Knowledge Hut

Use Stack Overflow Data for Analytic Purposes Project Overview: What if you had access to all or most of the public repos on GitHub? As part of similar research, Felipe Hoffa analysed gigabytes of data spread over many publications from Google's BigQuery data collection. Which queries do you have?

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Introduction To Artificial Intelligence In Business | Meaning, Applications, Examples

U-Next

While people are required to provide context and comprehend intricate circumstances, data science benefits from less inaccuracy, enabling more accurate estimates and data analytics. . Applications of AI in Business Operations .

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Data Analyst Responsibilities-What does a data analyst do?

ProjectPro

Here’s a quick breakdown of other day-to-day data analyst responsibilities apart from meetings and reporting– Collect data from diverse sources and maintain them. Build and deploy data collection systems. Define novel data collection strategies as per business needs.

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A Gentle Introduction to Analytical Stream Processing

Towards Data Science

From Enormous Data back to Big Data Say you are tasked with building an analytics application that must process around 1 billion events (1,000,000,000) a day. How you transition from a batch mindset to a streaming mindset although can also be tricky, so let’s start small and build. Just use the app to redeem”.

Process 87
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Making Sense of Real-Time Analytics on Streaming Data, Part 1: The Landscape

Rockset

It’s a continuous and unbounded stream of information that is generated at a high frequency and delivered to a system or application. An instructive example is clickstream data, which records a user’s interactions on a website. Another example would be sensor data collected in an industrial setting.

Kafka 52
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What is Sampling Theory? Definition, Terms, and Applications

U-Next

The sample set can be viewed as the tree branch in which the actual analysis of observations and estimation of data sampling is done. Population Set could be viewed as the entire data collection tree. . The sample set is thus created from the population set in order to save time and resources. .

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What Data Engineers Think About - Variety, Volume, Velocity and Real-Time Analytics

Rockset

As a data engineer, my time is spent either moving data from one place to another, or preparing it for exposure to either reporting tools or front end users. As data collection and usage have become more sophisticated, the sources of data have become a lot more varied and disparate, volumes have grown and velocity has increased.