Machine Learning with Python

Machine learning is another core part of AI. Machine learning allows computers to find hidden insights without being explicitly programmed where to look.

Increasing demand for machine learning in today’s world
We have a variety of data available around us which is easily available and very powerful in providing more accurate predictions. With all this available data it’s possible to quickly and automatically produce figures & models that can analyze bigger, more complex data and deliver faster, more accurate results, even on a very large scale. The result of this is high-value predictions at a very high speed that can guide better decisions and smart actions in real time without human intervention.

The goal of machine learning is to create an accurate model based off of past data then use that model to predict future events.

Course Outline- Machine Learning with Python-50 Hours

  • Getting Started
  • Python for Data Science
  • Data Preprocessing
  • Data Modeling: Regression
  • Data Modeling: Classification
  • Data Modeling: Classification (Cont)
  • Data Modeling: Clustering and Association Rule
  • Practical Topics in Machine Learning
  • Advanced Topics in Machine Learning