Data Analytics Bootcamp
Irvine, California
6-month bootcamp that focuses on Python, Excel, Javascript, SQL Database, Tableau, for Data Analysis and Data Visualization. Criteria for Certification ✔ ★Python: Creating a Python Script that analyzes financial records of a fictitious company, printing results and exporting as a text file with results. Creating a Python script that analyzes poll data from multiple counties. Creating a representative model of weather across world cities using Matplotlib, JupyterNotebook, Pandas and the OpenWeatherMap API. ★Web Visualization: Creating a website to host visualization dashboard. Creating a web application using HTML, CSS, JavaScript, and D3 that displays information from a dataset in a table. Creating and deploying a Flak web application to Heroku that includes a dashboard page showcasing interactive charts based on a dataset. Creation of scatter plots showing data on health risks and factors of each state from two different data sources compared on multiple variable using D3. ★Databases and ETL: Create SQL queries that return various data from across multiple tables in a database. Creation of climate analysis using Python and SQLAlchemy for a specific set of dates, creating plots for different variables such as precipitation and temperature. Designing a Flask API based on the queries developed in the climate analysis that returns data in JSON format. Creating a production database that combines 2 or more sources of data from either databases, APIs, or web scraping, and then performing the ETL process on the data.★Fundamental Statistics: Creating a dashboard, story, and report with Tableau showcasing aggregate data from a public dataset, including a static map with data plotted overlaid on top, and a dynamic map showing changes over time.★Advanced Excel: Analyzing a database using Excel, formula,s pivot table, pivot charts. Utilizing VBA scripting that works on multiple sheets of data in Excel