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Practicing Machine Learning with Imbalanced Dataset

Analytics Vidhya

Introduction In today’s world, machine learning and artificial intelligence are widely used in almost every sector to improve performance and results. The machine learning algorithms heavily rely on data that we feed to them. But are they still useful without the data? The answer is No.

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How to Choose a Machine Learning Consulting Firm in 2023?

Analytics Vidhya

Introduction Artificial intelligence (AI) and machine learning (ML) are in the best swing to help businesses sharpen their edge over their competitors in the market. The value of the machine learning industry is estimated to be US $209.91

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5 Free Courses to Master Machine Learning

KDnuggets

Are you excited to learn about and build machine learning models? Start learning today with these free machine learning courses.

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Synthetic Data for Machine Learning

KDnuggets

You don't always have high-quality labeled datasets for supervised machine learning. Learn about why you should augment your real data with synthetic data as well as the ways to generate it.

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10 GitHub Repositories to Master Machine Learning

KDnuggets

The blog covers machine learning courses, bootcamps, books, tools, interview questions, cheat sheets, MLOps platforms, and more to master ML and secure your dream job.

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Demystifying Machine Learning

KDnuggets

This article is intended to familiarize you with the essence of Machine learning, the basic concepts, and the high-level machine learning process.

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Streamline Your Machine Learning Workflow with Scikit-learn Pipelines

KDnuggets

Learn how to enhance the quality of your machine learning code using Scikit-learn Pipeline and ColumnTransformer.