![]() This Professional Certificate is intended to prepare you with skills and confidence to take on an entry level role in Data Analytics or Data Science.Īfter completing this certificate program you will be able to:ĭescribe the data ecosystem, tasks a Data Analyst performs, as well as skills and tools required to become a successful Data AnalysĮxplain basic functionality of spreadsheets, and utilize Excel to perform a variety ofĭata analysis tasks like data wrangling, using pivot tables, and data miningĬreate various types of visualizations including charts, and dashboards using Excel and Cognos Analytics. Use hypothesis testing and predictive modeling skills to build an interactive dashboard with the R Shiny package and a dynamic Leaflet map widget to investigate how weather affects bike-sharing demand. Use the R Shiny package to create a dashboard that examines trends in census data. Use SQL with the RODBC R package to analyze foreign grain markets.Ĭreate linear and polynomial regression models and compare them with weather station data to predict precipitation. Identify patterns in countries’ COVID-19 testing data rates using R ![]() Use key performance indicator (KPI) data from car sales to create an interactive dashboard. Throughout this program, you will complete hands-on labs and projects to help you gain practical experience with Excel, Cognos Analytics, SQL, and the R programing language and related libraries for data science, including Tidyverse, Tidymodels, R Shiny, ggplot2, Leaflet, and rvest.Īnalyze fleet vehicle inventory data using pivot tables. This program is ACE® recommended-when you complete, you can earn up to 15 college credits. This program does not require any prior data analysis, statistics, or programming experience. You will also communicate your data findings and learn to prepare a report for stakeholders. You will use the R programming language to complete the entire data analysis process - including data preparation, statistical analysis, data visualization, predictive modeling, and creating interactive data applications. You will work with relational databases and query data using SQL statements. You will utilize Cognos Analytics to create interactive dashboards. ![]() You will work with Excel spreadsheets and utilize them for data analysis to create charts and plots. Through these eight online courses, you will dive into the role of a data analyst or data scientist and develop the essential skills you need work with a range of data sources and apply powerful tools, including Excel, Cognos Analytics, and the R programming language, towards becoming a data driven practitioner, and gaining a competitive edge in the job market.īy the end of this Professional Certificate, you will be able to explain the data analyst and data scientist roles. This Professional Certificate is intended for anyone who is seeking to develop the job-ready skills, tools, and portfolio for an entry-level data analyst or data scientist position. ![]()
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