ITEC4700 Schedule Fall 2019

Section Links

Semester, by Week

Week 2 Python

Announcements

Readings and Assignments

  • Python 3 Essential Training on lynda.com
  • Python for Data Science Essentials on lynda.com
  • Assignment 3 Python Practice

Topics

  • Google Cloud Platform /python
  • Week 1 Items
  • Lightning Talk
  • Work python practice assignment in class

Week 3 Classification and Regression 1/2

  • Announcements

    Readings and Assignments

    • Chapter 2
    • Assignment 4 – Preprocessing Data

    Topics

Week 4 Classification and Regression 2/2

Announcements

Readings and Assignments

  • Chapter 2

Topics

Week 5 SVM, Linear Regression Continued

Announcements

Readings and Assignments

  • Chapter 3

Topics

Week 6  Decision Trees, Midterm

Announcements

Readings and Assignments

  • Chapter 3

Topics

Week 7 Ensemble, Decision Trees Continued

Announcements

Readings and Assignments

  • Chapter 3
  • Chapter 4 – Clustering data with K-Means

Topics

Week 8 Unsupervised / K-Means Clustering

Announcements

Readings and Assignments

  • Chapter 8

Topics

Week 9 Recommender Systems / Evolutionary and Genetic Algorithms

Announcements

Readings and Assignments

  • Chapter 8 – Genetic Algorithms

Topics

Week 10 Evolutionary and Genetic Algorithms 2/2

Announcements

Readings and Assignments

Topics

Week 11  Computer Vision

Announcements

Readings and Assignments

  • Chapter 13 – CV

Topics

Week 12 Artificial Neural Networks 1/3

Announcements

Readings and Assignments

  • Chapter 14 (for reference)

Topics

Week 13 Artificial Neural Networks 2/3

Announcements

Readings and Assignments

Topics

Week 14 Artificial Neural Networks 3/3

Announcements

Readings and Assignments

Topics

Week 15 Exploration of Cloud-Based AI Services

Announcements

Readings and Assignments

Topics

Week 16 Final Exams

  • ITEC 4700-01 Tuesday May 7th, 8:00a – 10:30am, B-1950

Important GGC Dates

See GGC’s Academic Calendar