Applied Computer Science 2 10 30 Software Engineering and Reproducible Research 10 30 SQL and Databases 10 30 Productization and Cloud 10 30 Applied Computer Science 3 10 30 Natural Language Processing 10 30 Neural Network Foundations 10 30 Major Neural Network Architectures 10 30 Applied Computer Science 4 10 30 Total Core Hours 160 480 Applied Computer Science Course Title Lecture Lab Applied Computer Science 5 - 8 40 120 Total ACS Hours 40 120 Bloom Institute of Technology Labs Course Title Lecture Lab 20 140 Bloom Institute of Technology 1 - 4 Total Labs Hours 20 140 Total Program Hours 960 COURSE DESCRIPTIONS Data Science Core Data Wrangling and Storytelling 40 Hours Loading data is a fundamental, and deceptively challenging, step. Getting it in the right “shape” and format for analysis and modeling is always a challenge. This week we’ll practice these skills, and learn to appreciate the many tools Python gives us for these tasks. Statistical Tests and Experiments 40 Hours An important application of statistics is designing and evaluating experiments. In the context of web applications, often this means an A/B test where users are exposed to different versions of a site and their behavior/outcomes compared. How do you design a good, and valid, experiment? How long should you run your experiment? How do you evaluate the outcome of an experiment? How do you balance Page 40 of 58 REV 10/31/2022 This catalog applies to all students other than those who reside in CA, CO, GA, TX, and DC who have their own catalogs.