Design Effective Research Methods with Python Training

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Developed as a powerful and flexible language used in everything from Data Science to cutting-edge and scalable Artificial Intelligence solutions,

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What is Design Effective Research Methods with Python Training about?

In this course, you will learn the fundamentals of the research process--from developing a good question to designing good data collection strategies to putting results in context. Although data scientists may often play a crucial part in data analysis, the entire research process must work cohesively for valuable insights to be gleaned.

Developed as a powerful and flexible language used in everything from Data Science to cutting-edge and scalable Artificial Intelligence solutions, Python has become an essential tool for doing Data Science and Machine Learning. With this course edition, all the labs are done with Python, while the videos are language-agnostic.

What are the objectives of Design Effective Research Methods with Python Training ?

Data analysis and inference
Data science research design
Experimental data analysis and modelling

Who is Design Effective Research Methods with Python Training for?

This course is for anyone who wants to learn how to conduct a research project.

What are the prerequisites for Design Effective Research Methods with Python Training?

None

Available Training Modes

Live Online Training

12 Hours

Self-Paced Training

12 Hours

Course Outline Expand All

Expand All

Module 1: The Research Process

The Research Process

The Psychology of Providing Data

Module 2: Planning for Analysis

Planning for Analysis

Power and Sample Size Planning

Research Practices

Module 3: Research Claims

Frequency Claims

Association Claims

Causal Claims

Module 4: Measurement

Survey Design and Measurement

Reliability and Validity

Module 5: Correlational and Experimental Design

Bivariate and Multivariate Designs

Between and Within Groups Experimental Designs

Factorial Designs

Course Wrap-up

Who is the instructor for this training?

The trainer for this Design Effective Research Methods with Python Training has extensive experience in this domain, including years of experience training & mentoring professionals.

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