Identifying trends for this year's report on emerging skills
You have recently been hired as a Data Analyst by a global IT and business consulting services firm that is known for their expertise in IT solutions and their team of highly experienced IT consultants. In order to keep pace with changing technologies and remain competitive, your organization regularly analyzes data to help identify future skill requirements.
As a Data Analyst, you will be assisting with this initiative and have been tasked with collecting data from various sources and identifying trends for this year's report on emerging skills.
Your first task is to collect the top programming skills that are most in demand from various sources including:
- Job postings
- Training portalS
- Surveys
Once you have collected enough data, you will begin analyzing the data and identify insights and trends that may include the following:
- What are the top programming languages in demand?
- What are the top database skills in demand?
- What are the popular IDEs?
You will begin by scraping internet web sites and accessing APIs to collect data in various formats like .csv files, excel sheets, and databases.
Once this is completed, you will make that data ready for analysis using data wrangling techniques.
When the data is ready you will then want to apply statistical techniques to analyze the data. Then bring all of your information together by using IBM Cognos Analytics to create your dashboard. And finally, show off your storytelling skills by sharing your findings in a presentation.
You will be evaluated using quizzes in each module as well as the final project presentation.
Skills you'll gain Category: Data Analysis Data Analysis Category: Python Programming Python Programming Category: Probability & Statistics Probability & Statistics Category: General Statistics General Statistics Category: Probability Distribution Probability Distribution Category: Regression Regression Category: Data Visualization Data Visualization Category: Data Structures Data Structures Category: Data Visualization Software Data Visualization Software Category: HTML and CSS HTML and CSS Category: Machine Learning Machine Learning Category: Statistical Programming Statistical Programmin
- Apply different techniques to collect and wrangle data
- Showcase your Data Analysis and Visualization skills
- Create a data analysis report and a compelling presentation
- Demonstrate proficiency with various Python Libraries