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List of Fully Explained Machine Learning Algorithms

amit chauhan
Machine Learning Engineer
・2 min read

Learning data science and machine learning is very much important now a days to get a sustainable survival in the hot jobs of 2021.
Getting knowledge is a key to get on a right path. Here, i am sharing a list of machine learning algorithms to get started in artificial intelligence.

Regression Algorithms

  1. Linear Regression with Python
    Link: https://pub.towardsai.net/fully-explained-linear-regression-with-python-fe2b313f32f3?source=friends_link&sk=53c91a2a51347ec2d93f8222c0e06402

  2. Logistic Regression with Python
    Link:https://pub.towardsai.net/fully-explained-logistic-regression-with-python-f4a16413ddcd?source=friends_link&sk=528181f15a44e48ea38fdd9579241a78

Classification Algorithms

  1. SVM Classification with Python
    Link: https://pub.towardsai.net/fully-explained-svm-classification-with-python-eda124997bcd?source=friends_link&sk=da300d557992d67808746ee706269b2f

  2. Decision Tree Classification with Python
    Link: https://pub.towardsai.net/fully-explained-decision-tree-classification-with-python-d90d3bd16836?source=friends_link&sk=419e4d54e32085a58216ad3b7cad4d23

  3. K-Nearest Neighbors with Python
    Link: https://pub.towardsai.net/fully-explained-k-nearest-neighbors-with-python-ebbe27f93ba9?source=friends_link&sk=d36e316f9d7efc8e80f66e7d277b6a8f

Clustering Algorithms

  1. K-means Clustering with Python
    Link: https://pub.towardsai.net/fully-explained-k-means-clustering-with-python-e7caa573176a?source=friends_link&sk=9c5c613ceb10f2d203712634f3b6fb28

  2. DBScan Clustering Algorithm with Python
    Link: https://pub.towardsai.net/fully-explained-dbscan-clustering-algorithm-with-python-a568139ebff5?source=friends_link&sk=fb2e979c6e0dff1fdbce06fddfbf5486

  3. BIRCH Clustering for Outliers with Python
    Link: https://pub.towardsai.net/fully-explained-birch-clustering-for-outliers-with-python-2ad6243f126b?source=friends_link&sk=5628f0f907411ba7e3f4ec382c19ce93

Ensemble Techniques

  1. Ensemble Random Forest Example with Python
    Link: https://pub.towardsai.net/fully-explained-ensemble-techniques-example-with-python-b83e50310841?source=friends_link&sk=0becef8124530f2741ccf3b2a7be8404

  2. Gradient Boosting Technique in Supervised Learning
    Link: https://pub.towardsai.net/fully-explained-gradient-boosting-technique-in-supervised-learning-d3e293ca70e1?source=friends_link&sk=0094add5ffc4a8d33f32aad1a5fc6188

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