CFI1072 — Machine Learning with Big Data Technology
CFI 1072 - Machine Learning with Big Data Technology CFI 1072 - Machine Learning with Big Data Technology Hours/Week: Lecture 2 Lab 2 Course Description: This course is for students who want to attain Operational Intelligence (business insights). It covers implementing analytics and Big Data projects using statistics, machine learning, and built-in and custom visualization capabilities. The course introduces students to the theory and methods of analytics and statistical modeling by exploring and operationalizing an analytics project using data visualization techniques. Course activities provide opportunities to apply the concepts learned in this class using various machine learning technologies to solve hands-on scenario-based examples and hands-on challenges throughout the course. MnTC Goals None model data using machine learning. identify analytics project best practices. identify common use cases. define exploratory data analysis. identify exploratory data analysis use cases. define fundamental concepts and terms associated with machine learning. split data for training and testing models. identify market segmentation use cases. define Transactional Analysis. define anomaly detection. identify anomaly detection use cases. define estimation and prediction. identify estimation and prediction use cases. describe why classification is key to analytics. describe why data visualization is key to analytics. enrich machine data with structured business data. identify deviations a
Prerequisites: CFI1071, CFI1205, CSCI1060