Mastering Machine Learning with Python in Six Steps: A Practical Implementation Guide to Predictive Data Analytics Using Python

©  Manohar Swamynathan 2017

Manohar SwamynathanMastering Machine Learning with Python in Six Steps10.1007/978-1-4842-2866-1_7

7. Conclusion

Manohar Swamynathan¹ 

(1)

Bangalore, Karnataka, India

 

Summary

I hope you have enjoyed the six-step simplified machine learning expedition. You started your learning journey with step 1, getting started in Python, where you learned the core philosophy and key concepts of the Python programming language. In step 2, you learned about machine learning history, high-level categories (supervised/unsupervised/reinforcement learning), and three important frameworks for building ML systems (SEMMA, CRISP-DM, KDD Data Mining process), primary data analysis packages (NumPy, Pandas, Matplotlib) and their key concepts, comparison ...