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Machine Learning with Imbalanced Data

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Learn multiple techniques to tackle data imbalance and improve the performance of your machine learning models What you’ll learn Under-sampling methods at random Under-sampling methods which focus on observations that are harder to classify Under-sampling methods that ignore potentially noisy observations Over-sampling methods to increase the number of minority observations Ways of creating syntethic data … Read more

500+ American Slang | Spoken English Vocabulary Course [FCS]

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American slang to sound fluent, confident and comfortable with the English language What you’ll learn DOMINATE English conversation Use and understand native level (C2) spoken English Never be confused watching TV, reading, or talking with natives Advanced vocabulary Requirements Not recommended for complete beginners Some adult expressions & slang may not be suitable for young … Read more

Machine Learning A-Z™: Hands-On Python & R In Data Science

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Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included. What you’ll learn Master Machine Learning on Python & R Have a great intuition of many Machine Learning models Make accurate predictions Make powerful analysis Make robust Machine Learning models Create strong added value to your business … Read more

Complete Git Guide: Understand and master Git and GitHub

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Complete Git and GitHub guide (23 HOURS) – Master all Git features: commits, branches, merging, rebasing and squashing What you’ll learn Deeply understand how Git works under the hood Use Git not just in terminal but also in graphical user interfaces like GitHub Desktop, SourceTree, Visual Studio Code Learn different GIt objects – blobs, trees, … Read more