You can learn programming basics, object oriented programming basics. For beginners start with basic programming concepts and then gradually advancing to advance real world projects based on advance modelling approached or based AI ML solutions.
In this class I start with teaching simple SQL like joins, cte functions etc. Later we will jump to advance sql like writing stored procedures, stored functions etc. Also I will cover very basic database designing concepts. Like the approach how to design good data base depending on the volume, performance etc.
This course will be focusing on the programming basics. Student can choose his choice of language to learn like python, c#, vb.net or vba. This course will focus base constructs of programming like functions, classes, conditional, decision, repetitive constructs etc.
This course will help to build your skill in MS excel advance formulas like vlookup, hlookup, sumifs, countifs. Also we will look on analytics side covering Excel pivoting. We will also build small application covering excel formulas, vba macros and finally see the results via pivot reporting. Finally we will cover excel dashboarding also.
In this class I would like students to work on the real world time series fore-casting project. Where with the help of AI/ML Deep learning we will build models to forecast in future. We will write fore-casting models which will learn with historical data and then we test the model and see different scores. Finally we will use this model to predict.
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- Instructor since May 2023