Week 1 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week1StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Introduction.pptx
Week 1 Discussion: Please provide two examples of machine learning applications (in healthcare, in finance, in social media, in e-commerce...)
Quiz 1
Self-Evaluation Quiz 1
Week 2 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week2StudyGuide.docx
Learning Material: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/IntroductionToPython.html
http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/IntroductionToPython.IPYNB
Quiz 2
Assignment 1
Week 2 Discussion
Week 3 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week3StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Pandas.pptx
Quiz 3
Assignment 2
Week 4 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week4StudyGuide.docx
Lecture Notes: https://www.tutorialspoint.com/python_pandas/index.htm
Assignment 3
Week 4 Discussion
Week 5 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week5StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/GetExploreSplit.ipynb
Assignment 4
Week 6 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week6StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/TransformTrainTest.ipynb
Assignment 5
Week 6 Discussion
Week 7 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week7StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/SelectTrainFineTune.ipynb
Midterm Exam
Assignment 6
Course Project Proposal
Week 8 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week8StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/BinaryClassification.ipynb
Assignment 7
Week 9 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week9StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/MultiClassification.ipynb
Assignment 8
Week 9 Discussion
Week 10 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week10StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/RegressionModel.pptx
Assignment 9
Week 11 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week11StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/LinearClassficationModel.pptx
Week 11 Discussion
Week 12 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week12StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/TreeforClassfication.pptx
Assignment 10
Week 13 Study Guide: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/Week13StudyGuide.docx
Lecture Notes: http://ksuweb.kennesaw.edu/~yxie2/Courses/IT6773/OHPL.pptx
Week 13 Discussion
Final Review
Course Project Presentation