Machine Learning with Python

Issued by:
IBM
Date Achieved:
February 2025
Skills Acquired
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Machine Learning
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Clustering
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Regression
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Classification
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SciPy and scikit-learn
What I Learned
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Job-ready foundational machine learning skills in Python in just 6 weeks, including how to utilizeScikit-learn to build, test, and evaluate models.
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How to apply data preparation techniques and manage bias-variance tradeoffs to optimize model performance.
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How to implement core machine learning algorithms, including linear regression, decision trees, and SVM, for classification and regression tasks.
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How to evaluate model performance using metrics, cross-validation, and hyperparameter tuning to ensure accuracy and reliability.