Machine Learning Learning Path

Basically, machine learning process consists of following steps

• Loading data
• Data Preprocessing
  • Taking care of missing data
  • Encoding categorical data
  • Splitting data into training set and test set
  • Feature scaling
• Developing new model / Applying pre-defined model
• Predicting values

Ml models can be divided into following way: