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Data Science using Python

Time and Location

Apr 18, 2020 at 9:00am - 3:00pm EDT

Cobb Galleria Center

Agenda

The plan is to talk about the importance of Data-driven decision and will use DecisionsFirst for the demo after that we will cover Data Science intro and we will use Machine learning to solve the decision we developed using DecisionsFirst.

Python Libraries:

  • Pandas

  • Numpy

  • Matplotlib

  • NLP

  • Scikit-learn

Data Preparation and Modeling Using CRISP-DM

Machine Learning Algorithms​:

  • Decisions Tree

  • Random Forest

  • Logistic Regression

  • K Nearest Neighbor

  • Naive Biase

  • Support Vector Machine

  • KMeans and HCA

Hands-on lab:

  • Using Bank Data to solve Churn Problem