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Begin, ML Projects List, 6 week, Analytics Vidhya, 2 months, 2 Week, 7…
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Basic ML Algorithms
DL Algorithms
DL Framework
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Tensorflow with kerns , data loaders, model builds and training part.
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Sk-Learn
Call function for models, metrics
Transformations
Preprocessing Components
Pipeline and FeatureUnion
Cross_validation (cv)
Hyper-parameter Optimisation
TransformMaxin and BaseMaxin
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6 week
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- theory of algo
- competitions and theory of algorithms
- competitions, theory and hyperparameter tuning.
- pushing few projects to kaggle
Analytics Vidhya
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read many articles from kaggle blogs related to sklearn, pandas, matplotlib, 16 algorithms
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w3school
hackerrank
datacamp
you will get 3/7 days of free subscription. you can complete as many course as possible in 1 week. Related pandas, numpy, matplotlib and sklearn.
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