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About Experiments With Data
This Course has been shifted to our Trainings platform. You can access it from here.
The Analytics workshop by Analytics Vidhya is going to be a highly interactive experience. It will be led by practitioners with first-hand experience. This workshop is best suited for people who want to upscale their knowledge in analytics.
No doubt this is going to be a very engaging and informative chance for you to put certain steps forward in your analytics career. You will get to know a lot of information and tips and tricks. At the end you will get a practice problem to solve and the best possible techniques to be applied.
The goal of this workshop is to provide a forum for exchanging ideas and information in the emerging field of analytics and Big Data.
Agenda:
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Introduction to Business Analytics
- Introduction to Workshop
- What is Business Analytics?
- Spectrum of Business Analytics
- Applications of Analytics
- Various Designations / Job roles
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Model Building Stages
- Hypothesis Generation
- Data Exploration
- ML Algorithm Selection (Types of Model)
- Training Model (Train & Test split)
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Model Building Steps (Hands on Experience on a Practice Problem)
- Hypothesis Generation
- Univariate and Bivariate
- Charts
- Algorithm Selection
- Model Building
- Prediction
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Resources
- Python
- R
- Excel
- Learning Path