Need Help to write few points on How my course work is related to Software development

DESCRIPTION OF MY JOB DUTIES DURING CPT EMPLOYMENT:

Created an aggregated report daily for the client to make investment decisions and help analyze
market trends.
 Built an internal visualization platform for the clients to view historic data, make comparisons
between various issuers, analytics for different bonds and market.
 The model collects, merges daily data from market providers and applies different cleaning
techniques to eliminate bad data points.
 The model merges the daily data with the historical data and applies various quantitative
algorithms to check the best fit for the day.
 Captures the changes for each market to create a daily email alert to the client to help make
better investment decisions.
 Built the model on Azure platform using Python and Spark for the model development and
Dash by plotly for visualizations.
 Built REST APIs to easily add new analytics or issuers into the model.
 Automate different workflows, which are initiated manually with Python scripts and Unix shell
scripting.
 Create, activate and program in Anaconda environment.
 Worked on predictive analytics use-cases using Python language.
 Clean data and processed third party spending data into maneuverable deliverables within
specific format with Excel macros and python libraries such as NumPy, SQLAlchemy and
matplotlib.
 Used Pandas as API to put the data as time series and tabular format for manipulation and
retrieval of data.
 Helped with the migration from the old server to Jira database (Matching Fields) with Python
scripts for transferring and verifying the information.
 Analyze Format data using Machine Learning algorithm by Python Scikit-Learn.
 Experience in python, Jupyter, Scientific computing stack (numpy, scipy, pandasand
matplotlib).
 Perform troubleshooting, fixed and deployed many Python bug fixes of the two main
applications that were a main source of data for both customers and internal customer service
team.
 Write Python scripts to parse JSON documents and load the data in database.
 Generating various capacity planning reports (graphical) using Python packages like Numpy,
matplotlib.
 Analyzing various logs that are been generating and predicting/forecasting next occurrence of
event with various Python libraries.
 Created Autosys batch processes to fully automate the model to pick the latest as well as the
best bond that fits best for that market.
 Created a framework using plotly, dash and flask for visualizing the trends and understanding
patterns for each market using the history data.
 Used python APIs for extracting daily data from multiple vendors.

These job duties are directly related to my current course of study.

Course Name: Organ Leader & Decision Making

Course objectives: