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15 Data Mining Projects Ideas with Source Code for Beginners

ProjectPro

In this blog, you will find a list of interesting data mining projects that beginners and professionals can use. Please don’t think twice about scrolling down if you are looking for data mining projects ideas with source code. The dataset has three files, namely features_data, sales_data, and stores_data.

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Data Cleaning Techniques in Data Mining and Machine Learning

ProjectPro

Bad quality or unclean data is likely to result in inaccurate insights. Table of Contents Why are Data Cleaning Techniques Important? Data Cleaning Techniques in Machine Learning Data Cleaning Process in Data Mining. Data Cleaning Process in Data Mining. Normalizing the Mining process.

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21 Best Machine Learning Books for Beginners and Experts

ProjectPro

Learning machine learning is easy and quick, and you can learn through machine learning courses, videos, bootcamps, tutorials, and of course, good machine learning books! Each project and book is recommended by ProjectPro’s industry experts, making them the richest sources of practical knowledge in the world of machine learning.

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15 Sample GCP Projects Ideas for Beginners to Practice in 2025

ProjectPro

Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization 2. Encryption Using Google Cloud Platform In a world where everything is on the internet, data encryption has become important in all cloud services. PATCH [link] { "updateAutoLearnPolicy": true } 15.

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10 Unique Business Intelligence Projects with Source Code 2025

ProjectPro

Business Intelligence refers to the toolkit of techniques that leverage a firm’s data to understand the overall architecture of the business. This understanding is achieved by using data visualization , data mining , data analytics , data science, etc. methodologies.

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How to Learn Big Data Step by Step from Scratch in 2025?

ProjectPro

Big data engineers leverage big data tools and technologies to process and engineer massive data sets or data stored in data storage systems like databases and data lakes. Big data is primarily stored in the cloud for easier access and manipulation to query and analyze data.

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The Power of Predictive Analytics: Leveraging Data to Forecast Business Trends

RandomTrees

Using Data to Gain Future Knowledge In order to evaluate past data and forecast future events, predictive analytics makes use of statistical models, machine learning, and data mining. To adapt its services, a hotel chain evaluated booking patterns and client comments.

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