Readings and lessons about Machine Learning

Readings about Machine Learning

The following lessons explain different programming concepts and have been published by members of BreatheCode, now 4Geeks, search for a particular lesson using the filters

Exploring Neural Networks

  • machine-learning

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Intro to deep learning

  • machine-learning

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Exploring Time Series

  • machine-learning

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Time Series Forecasting

  • machine-learning

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Unsupervised learning

  • machine-learning

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K-nearest neighbors

  • machine-learning

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Exploring Natural Language Processing

  • machine-learning

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Natural Language Processing

  • machine-learning

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Support Vector Machine

  • machine-learning

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Exploring Naive Bayes

  • machine-learning

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Naive Bayes

  • machine-learning

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Boosting Algorithms

  • machine-learning

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Random Forest

  • machine-learning

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Exploring Decision Trees.

  • machine-learning

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Decision Trees

  • machine-learning

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Regularized Linear Models

  • machine-learning

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Exploring Linear Regression

  • machine-learning

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Linear Regression

  • machine-learning

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Logistic Regression

  • machine-learning

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Model Hyperparameters Optimization

  • machine-learning

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Model Evaluation

  • machine-learning

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Machine Learning Basics

  • machine-learning

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Algorithms and Data Structures Optimization

  • algorithms

  • machine-learning

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Standard Normal Table

  • prob-and-stats

  • machine-learning

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Random Variables

  • prob-and-stats

  • machine-learning

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Probability

  • prob-and-stats

  • machine-learning

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Linear Algebra

  • prob-and-stats

  • machine-learning

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Hypothesis Testing

  • prob-and-stats

  • machine-learning

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Intro to Matplotlib

  • python

  • machine-learning

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Python for DataScience

  • python

  • machine-learning

  • datas-science

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Introduction to Machine Learning

  • machine-learning

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Introduction to Pandas

  • data-science

  • python

  • pandas

  • machine-learning

  • datas-science

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Introduction to Numpy

  • data-science

  • python

  • machine-learning

  • datas-science

  • numpy

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