Data Analytics Certificates

Excel for Data Analytics

• Descriptive Statistics Excel

• Hypotheses testing in Excel

• Regression Analysis in Excel

Google Data Analytics 

• Plan a Data analytics project

• Frame a data research problem 

• Prepare good quality dataset

• SQl (Aggregation, WHERE, HAVING)

• Tableau 

SQL 

• Data cleaning SQL

• Database modeling 

• Aggregation SQL

• WINDOW functions 

• Tempt tables 

• CTEs

Statistics (Camosun College)

• Descriptive statistics 

• Hypothesis testing 

• Non-parametric testing 

• Regression analysis 

• Time series Analysis 

Python for beginners (Analyst Builder)

• Data types

• IF statements

• Regular expression

• Web scraping

Pandas for Data Analysis (Analyst Builder)

• Pandas (Data cleaning, aggregation, data wrangling)

• Numpy

• Seaborn

• Matplotlib

Google Advanced Data Analytics 

• Plan a Data machine learning project 

• Python for Statistics (Statmodel)

• Python supervised learning (Regression, Classification)

• Python unsupervised learning (K-means)