Machine Learning Topic by Shiva Concept

For machine learning we will use the Training dataset to predict new data hence Data science is required.

1)  Python knowledge

2)  Data science knowledge   :-    Numpy,scipy,matplotlib,panda

3) Different type of methods in ML:-

• Based on human supervision
• Unsupervised Learning
• Semi-supervised Learning
• Reinforcement Learning

4)  ML library:-  scikit-learn

5) Classification

5)  Tensor flow

6)  Clustering  (K-MEANS,MEANSHIFT,HIERARCHICAL)

7)  Regression(Linear regression,Logistic,SVM,Decision Tree)

8)  KNN algorithm