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Practicing Machine Learning with Imbalanced Dataset

Analytics Vidhya

The quality of data we feed to the algorithms […] The post Practicing Machine Learning with Imbalanced Dataset appeared first on Analytics Vidhya. The machine learning algorithms heavily rely on data that we feed to them.

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Static enrichment dataset with Delta Lake

Waitingforcode

It's relatively easy to implement with static datasets because of the data availability. Data enrichment is one of common data engineering tasks. However, this apparently easy task can become a nightmare if used with inappropriate technologies.

Datasets 130
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Best Practices For Loading and Querying Large Datasets in GCP BigQuery

Analytics Vidhya

Source: dataedo.com It is designed to handle big data and is ideal for […] The post Best Practices For Loading and Querying Large Datasets in GCP BigQuery appeared first on Analytics Vidhya. Its importance lies in its ability to handle big data and provide insights that can inform business decisions.

Datasets 201
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How to Generate Synthetic Tabular Dataset

KDnuggets

Check out this article on using CTGANs to create synthetic datasets for reducing privacy risks, training and testing machine learning models, and developing data-centric AI products.

Datasets 133
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20+ Machine Learning Datasets & Project Ideas

KDnuggets

Finding good datasets to work with can be challenging, so this article discusses more than 20 great datasets along with machine learning project ideas for you to tackle today. Upgrading your machine learning, AI, and Data Science skills requires practice. To practice, you need to develop models with a large amount of data.

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How to Correctly Select a Sample From a Huge Dataset in Machine Learning

KDnuggets

We explain how choosing a small, representative dataset from a large population can improve model training reliability.

Datasets 160
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ChatGPT-Powered Data Exploration: Unlock Hidden Insights in Your Dataset

KDnuggets

Use ChatGPT to explore a dataset, generate visualizations, and gain insights. A guide to using ChatGPT for exploratory data analysis.