Data Science: Inference and Modeling Training

Live Online & Classroom Enterprise Training

Learn inference and modeling, two of the most widely used statistical tools in data analysis.

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What is Data Science: Inference and Modeling Training about?

This course will show you how inference and modelling can be applied to develop the statistical approaches that make polls an effective tool. We’ll show you how to do this using R. You will learn the concepts necessary to define estimates and margins of errors and understand how you can use these to make predictions relatively well and provide an estimate of the precision of your forecast.

What are the objectives of Data Science: Inference and Modeling Training ?

The concepts necessary to define estimates and margins of errors of populations, parameters, estimates and standard errors to make predictions about data
How to use models to aggregate data from different sources
The very basics of Bayesian statistics and predictive modelling

Who is Data Science: Inference and Modeling Training for?

Students or recent graduates interested in Econometrics and Data Science
Data Scientists that would like to learn econometrics
Business Analysts wanting to make a difference in their current job
People curious about Econometrics and Data Science
People who would like to know more about analytics

What are the prerequisites for Data Science: Inference and Modeling Training?

Data Science: Probability or basic knowledge of probability theory.

Available Training Modes

Live Online Training

8 Hours

Self-Paced Training

8 Hours

Course Outline Expand All

Expand All

Module 1: Parameters and Estimates

Module 2: The Central Limit Theorem in Practice

Module 3: Confidence Intervals and p-Values

Module 4: Statistical Models

Module 5: Bayesian Statistics

Module 6: Election Forecasting

Module 7: Association Tests

Who is the instructor for this training?

The trainer for this Data Science: Inference and Modeling Training has extensive experience in this domain, including years of experience training & mentoring professionals.

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