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:
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Pandas
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Numpy
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Matplotlib
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NLP
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Scikit-learn
Data Preparation and Modeling Using CRISP-DM
Machine Learning Algorithms:
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Decisions Tree
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Random Forest
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Logistic Regression
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K Nearest Neighbor
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Naive Biase
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Support Vector Machine
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KMeans and HCA
Hands-on lab:
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Using Bank Data to solve Churn Problem