FUHSD Adult School | Spring 2020 Class Schedule

Spring 2020 www.fuhsdadultschool.com 33 Python 1- Introduction This class will introduce students to the basic concepts of Python programming language. Python is an easy to learn, high-level computer language, that is used in many computational applications. Participants will be able to code and execute Python programs using an on-line Integrated Development Program (IDE). Basic concepts like strings, lists, variables, data types, functions, conditional statements (if-elif-else), control statements for loop and while loop will be taught. Participants will learn about data structures and file handling. Students must bring their own laptop to class. This class is designed for adult learners who wish to succeed in the workplace and beyond. Ample opportunities will be provided in the context of workplace scenarios. Location: Valco Instructor: Au Fee Course Dates Days Time Room Meetings $250 67.1030.31 1/13-3/16 M 6:00-9:00 PM 10 8 $250 67.1030.41 3/23-5/18 M 6:00-9:00 PM 10 8 Python 2 - Statistics Students will learn basic statistics using Python and Jupyter Notebooks. Students will be able to interpret univariate (one variable) data, by plotting histograms, box-plots, pie-charts, and finding numerical summaries and standard deviation. Students will also be able to plot data with two and three variables. Students will be able to use data sampling to make inferences about larger populations. Location: LHS Instructor: Au Fee Course Dates Days Time Room Meetings $250 67.1031.31 TBD TBD TBD TBD 5 Python 3 - Data Science Python for Data Science course is the continuation of the Python Introduction course. It covers Data Structures, containers, loops, control flow, Numpy, array, indexing, slicing, array manipulation, broadcasting, Matplotlib, plotting, subplot, images, dictionaries, pandas and many more. Prerequisite: Must have successfully completed the Python 2 Statistics class in order to enroll. Location: LHS Instructor: TBD Fee Course Dates Days Time Room Meetings $395 67.1032.41 1/18-3/14 S 9:00-12:00 PM 615 8 Python 4 - Machine Learning This class will introduce scikit-learn Machine Learning Python library to students. The focus will be on applying Python to data sets. Students will understand the difference between supervised and unsupervised learning and apply the relevant algorithm to the data set. Students will write Python code to engineer features and build Machine Learning models.Prerequisite: Must have successfully completed Python for Data Science. Location: LHS Instructor: TBD Fee Course Dates Days Time Room Meetings $450 67.1036.31 3/21-5/16 S 9:00-12:00 PM 615 8 Tableau - Introduction At the end of this course you will be able to connect your data, edit and save a data source, understand Tableau terminology, use Tableau to create powerful visualizations, create basic and advanced arithmetic calculations, custom aggregations and ratios, represent your data using a variety of visualization types, and use statistical techniques to analyze your data. Location: Valco Instructor: Laskowski Fee Course Dates Days Time Room Meetings $195 67.2120.41 1/16-3/12 Th 6:00-9:00 PM 10 8 CAREER ADVANCEMENT Hai Nguyen Au has a Master’s Degree in Mathematics from San Jose State University. He is currently working as a Data Scientist and teaches Python and Mathematics in college. In his free time, he loves playing guitar and producing music. Connect with us! @fuhsdadultschool Offerings printed in this catalogmay have changed. See our website for the most current information.