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DESCRIPTION
Learn about the most common machine learning algorithms in regression, classification, and clustering problems which include linear regression, logistic regression, naive Bayes, support vector machine, and k-means. Then an introduction to the Python code for a classic classification problem, Titanic survival, and an overview through preprocessing, exploratory data analysis, visualization, model architecture, and evaluating performance on test data.
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RMDS expands your company's reach to find new technologies and resources with the goal of reshaping how commercial clients, researchers and data scientists with industry experience work together to develop high impact data science solutions.
We have a long-standing Ecosystem of data scientists, engineers and subject matter experts, eager to be your trusted partner, enhance your research, increase the success rate of your work, and leverage the power of analytics. Each of our consultant teams have experience delivering and commercializing E2E data science solutions and software.
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Source: Best Practices in Machine Learning, Data Analysis, Data Science PDF: Turn a Business Problem into a Data Science Solution PDF (PDF) Document, RMDS Lab
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