List of Fully Explained Machine Learning Algorithms

amit chauhan — Wed, 12 May 2021 17:40:40 +0000

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

Linear Regression with Python
Link: https://pub.towardsai.net/fully-explained-linear-regression-with-python-fe2b313f32f3?source=friends_link&sk=53c91a2a51347ec2d93f8222c0e06402
Logistic Regression with Python
Link:https://pub.towardsai.net/fully-explained-logistic-regression-with-python-f4a16413ddcd?source=friends_link&sk=528181f15a44e48ea38fdd9579241a78

Classification Algorithms

SVM Classification with Python
Link: https://pub.towardsai.net/fully-explained-svm-classification-with-python-eda124997bcd?source=friends_link&sk=da300d557992d67808746ee706269b2f
Decision Tree Classification with Python
Link: https://pub.towardsai.net/fully-explained-decision-tree-classification-with-python-d90d3bd16836?source=friends_link&sk=419e4d54e32085a58216ad3b7cad4d23
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

K-means Clustering with Python
Link: https://pub.towardsai.net/fully-explained-k-means-clustering-with-python-e7caa573176a?source=friends_link&sk=9c5c613ceb10f2d203712634f3b6fb28
DBScan Clustering Algorithm with Python
Link: https://pub.towardsai.net/fully-explained-dbscan-clustering-algorithm-with-python-a568139ebff5?source=friends_link&sk=fb2e979c6e0dff1fdbce06fddfbf5486
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

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

DEV Community: amit chauhan

List of Fully Explained Machine Learning Algorithms