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Learning (Data Science
Skills
https://blog.udacity.com/2014/11/data…
Learning
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Data extraction, transformation and loading
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Courses
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Summary:
- Supervised Learning (xi,yi) - Linear regression, Logistic regression, Neural Networks, SVMs.
- Unsupervised Learning (xi) - K means, PCA, Anomaly detection.
- Special Applications - Recommender systems, Large scale ML.
- Advice on building ML systems - Bias/Variance, Regularization, Deciding what to work on next (evaluation of learning algorithms, learning curves, error analysis, ceiling analysis).
Recording activities
- Git
- Medium
- LinkedIn