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Data Engineering Roadmap, Learning Path,& Career Track 2025

ProjectPro

In 2017, Gartner predicted that 85%of the data-based projects would fail and deliver the desired results. Build an Awesome Job Winning Data Engineering Projects Portfoli o Data Engineer: Job Growth in Future The demand for data engineers has been on a sharp rise since 2016. Why do companies hire a Data Engineer?

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25 TensorFlow Projects Ideas for Beginners to Practice in 2025

ProjectPro

why knowledge of TensorFlow is so valuable in the Artificial Intelligence domain let us get started with a few cool TensorFlow projects idea that. To help you with that, we have cherry-picked a couple of easy TensorFlow projects that should be a walk in the park with just a little effort. Claimed to block over 99.9

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15 Data Visualization Projects for Beginners with Source Code

ProjectPro

Excellent presentation of data-driven insights is an indispensable step in any data science or machine learning project since the latter involves modelling to fit the data and requires revealing hidden patterns from data. For this task, you can replicate the scatter plot shown below for the popular Iris dataset available at [link].

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What is Apache Iceberg: Features, Architecture & Use Cases

ProjectPro

Introduced by Facebook in 2009, it brought structure to chaos and allowed SQL access to Hadoop data. Apache Iceberg Tables Comparison Apache Iceberg Tutorial Apache Iceberg Project Ideas FAQs What is Apache Iceberg? For a long time, the answer was the Apache Hive table format. It worked until it didn’t. Iceberg Catalog 2.

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Graph Neural Networks: Hands-on Guide

ProjectPro

Before moving ahead to a hands-on project using GNNs, take a look at this LinkedIn post by Vinjia Jain that summarizes what you have learned so far. Loading Data and Preparing Training & Testing Sets The code begins by importing necessary libraries and loading the Cora dataset using dgl.data.CoraGraphDataset().

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25+ SQL Projects Ideas for Data Analysis to Practice in 2025

ProjectPro

This article offers exciting SQL project ideas to help you develop your data analysis skills. It doesn’t matter if you are a beginner or a professional at using SQL; our list of SQL database projects has one for you. You can utilize these SQL projects for data analysis and include them in your data analyst portfolio.

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Bun: lessons from disrupting a tech ecosystem

The Pragmatic Engineer

Bun has other contributors, but Jared writes the lion’s share of code. Its top focus is performance, and according to benchmarks shared in the launch video , around 10x performance increases can be observed when building packages, running code, or handling inbound requests on a server. Bun has no such constraint.