CS 213 — ADVANCED PROGRAMMING IN JAVA . . . . . . . . . . . . . . . . . 3
Machine Learning Certificate of Achievement Major Units: 18 (State Code: 42224; TOP Code: 070200; Academic Plan: C042224D) The Machine Learning certificate of achievement provides founda - tional and practical knowledge and training to help students enter careers related to Machine Learning applications and develop - ment, Data Science, or Data Engineering. The program touches on both open source programming tools and libraries such as Python, Scikit, and TensorFlow, and existing AWS Cloud Services such as Rekognition, SageMaker, and Deep Racer. The program also helps prepare students with an appropriate background for the Machine Learning specialty certification from AWS. Topics include concepts and terminology of Artificial Intelligence and Machine Learning, the four prevalent (Supervised, Unsupervised, Reinforcement, and GAN) models of machine learning and their applications, and vari - ous Python and AWS tools and services. Possible Jobs: Machine Learning Engineer, Associate Data & Machine Learning Engineer, Data Scientist, Associate Data Scien - tist, Data Analyst, Business Analytics Specialist, Data Visualization Developer, Operations Research Analyst, Market Research Analyst, Modeling and Simulation Analyst, and Big Data Analyst. PROGRAM STUDENT LEARNING OUTCOMES Upon successful completion of this program, students will be able to: 1. Use various Python libraries such as numpy, scipy, pandas, matplotlib, seaborn, statsmodels, scikit-learn, keras, and Ten - sorFlow to a