Advanced Data Analytics Training using Python

Advanced Data Analytics Training using Python

What you’ll learn

• Learn about python variables and data types.
• Learn about loops and conditionals in python.
• Learn about the different data structures of python.
• Learn about the creation of functions in python.
• Learn about object oriented programming using python.
• Learn about searching, sorting and time complexity in python.
• Learn about Regular expressions and date time objects in Python.
• Learn about the Numpy and the Pandas library.
• Learn exploring data using Dabl and Sweetviz library.
• Learn probability concepts such as Conditional probability, bayes theorem.
• Learn about descriptive and inferential statistics.
• Learn the concept of normal distribution.
• Learn about the different hypothesis tests- T test, Z test, Anova Test and Chi Squared test
• Learn about the different hypothesis tests- T test, Z test, Anova Test and Chi Squared test.
• Learn how to handle missing values and outliers.
• Learn the basics as well as advanced visualization techniques.
• Learn how to use of group by functions, pivoting functions.