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30+ Data Engineering Projects for Beginners in 2025

ProjectPro

Cloud computing skills, especially in Microsoft Azure, SQL , Python , and expertise in big data technologies like Apache Spark and Hadoop, are highly sought after. Build your Data Engineer Portfolio with ProjectPro! Tech Stack: Python, PySpark, Mage, Looker, GCP- BigQuery Skills Deveoped: Building ETL pipelines using PySpark and Mage.

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The Ultimate 101 Guide to Apache Airflow DAGS

ProjectPro

Airflow's flexibility and extensibility make it a popular choice for managing data pipelines across various industries, from finance and healthcare to media and entertainment. Airflow DAG Python Apache Airflow DAG Dependencies Apache Airflow DAG Arguments How to Test Airflow DAGs? Operator : They are building blocks of Airflow DAGs.

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10 Unique Business Intelligence Projects with Source Code 2025

ProjectPro

Industry: Telemarketing Source Code: Business Intelligence Project-Building ARIMA Model in Python 6) Evaluating Recommendations for Users While shopping online, we often see a list of products recommended to us by the websites to smoothen our browsing experience. You must have noticed this for entertainment apps like Netflix too.

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20 Web Scraping Projects Ideas for 2025

ProjectPro

Recommended Web Scraping Tool: For this project, we suggest you use Beautiful Soup ( Python’s open-source library ) as it will allow you to crawl the website and extract the review from the Amazon website using HTML tags. Recommended Web Scraping Tool: Python’s Selenium is suitable for performing web scraping in this project.

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7 Real-World Applications of SQL Across Industries

ProjectPro

Risk Management: SQL can be used to analyze risk in financial portfolios. Financial analysts can use SQL to retrieve data on assets, liabilities, and market trends to assess the risk of a portfolio. Check out these data science projects with source code in Python today! Struggling with solved data science projects?

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15 of the Best Data Science Roles to pursue Right Now

ProjectPro

FAQs on Data Science Roles Data Science Roles - The Growing Demand Every industry from retail, FMCG, finance, healthcare , media and entertainment to transportation leverages data science for business growth. Data Architect - Key Skills Solid understanding of programming languages like Java, Python, R, or SQL.

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50 ML Projects To Strengthen Your Portfolio and Get You Hired

ProjectPro

ai in python, which offers easy-to-use ML algorithms and the know-how of Gradient Boost Trees and Light Gradient Boost Machines for modeling. You will learn to forecast sales using the time-series forecasting library called Greykite by python. Similar Image Finder Project in Python with Source Code and Guided Videos 8.