Introduction to Python Programming
This course will introduce you to the basics of programming in Python on either Windows or Mac platform.
Courses – Using Python
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Predictive Analytics 1 – Machine Learning Tools with Python
This course introduces to the basic concepts in predictive analytics, with a focus on Python, to visualize and explore data that account for most business applications of predictive modeling: classification and prediction.
Predictive Analytics 2 – Neural Nets and Regression with Python
As a continuation of Predictive Analytics 1, this course introduces to the basic concepts in predictive analytics, with a focus on Python, to visualize and explore predictive modeling.
Predictive Analytics 3 – Dimension Reduction, Clustering, and Association Rules with Python
This course, with a focus on Python, will teach you key unsupervised learning techniques of association rules – principal components analysis, and clustering – and will include an integration of supervised and unsupervised learning techniques.
Python for Analytics
This course will teach you the basic Python skills and data structures; how to load data from different sources, rearrange, and aggregate it; and finally how to analyze and visualize it to create high-quality products.