Microsoft Future Ready: Data Science Research Methods Using Python Programming
- Offered byFutureLearn
Microsoft Future Ready: Data Science Research Methods Using Python Programming at FutureLearn Overview
Microsoft Future Ready: Data Science Research Methods Using Python Programming
at FutureLearn
Duration | 3 weeks |
Total fee | ₹900 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Microsoft Future Ready: Data Science Research Methods Using Python Programming at FutureLearn Highlights
Microsoft Future Ready: Data Science Research Methods Using Python Programming
at FutureLearn
- Duration 3 weeks
- Weekly study 5 hours
- 100% online Learn at your own pace
Microsoft Future Ready: Data Science Research Methods Using Python Programming at FutureLearn Course details
Microsoft Future Ready: Data Science Research Methods Using Python Programming
at FutureLearn
Skills you will learn
More about this course
- This course is part of the Ethics Laws and Implementing an AI Solution on Microsoft Azure ExpertTrack, helping you understand and apply ethical and legal frameworks in data research, analytics and AI.
- During this course, you'll learn the fundamentals of data research including developing good research questions, designing data collection strategies, analyzing data and putting results in context. You'll also understand how data scientists play a key role in the research phase, not just the analysis, and how this will help extract valid insights from your data.
- To help you build the confidence to accurately analyze your data, this course will take you through the full research process.
- You'll grow your knowledge of the planning needed for high quality data analysis and learn how to properly query your data for a robust analysis. This includes understanding how to test hypotheses, how to partition data and use inference in order to extra valid results.
- During the course, you'll use Python programming, an essential tool for data science and machine learning. All labs are done with Python, while the videos are language-agnostic, giving you plenty of opportunity to hone your skills with this powerful tool.
- By the end of the course, you'll understand the research process and develop practical skills across research methods and Python programming, a flexible language used in everything from data science to cutting-edge and scalable AI solutions.
Microsoft Future Ready: Data Science Research Methods Using Python Programming at FutureLearn Curriculum
Microsoft Future Ready: Data Science Research Methods Using Python Programming
at FutureLearn
Course Introduction
About this Course
The Research Process
The Psychology of Providing Data
CloudSwyft Hands-On Lab 1
Planning for Analysis
Wrapping up the Week
Research Claims, Measurement and Correlation and Experimental Design
Power and Sample Size Planning
Research Practices
CloudSwyft Hands-On Lab 2
Frequency Claims
Association Claims
Causal Claims
CloudSwyft Hands-On Lab 3
Wrapping Up the Week
Measurement, Correlational and Experimental Design
Survey Design and Measurement
Reliability and Validity
CloudSwyft Hands-On Lab 4
Bivariate and Multivariate Designs
Between and Within Groups Experimental Designs
Factorial Designs
CloudSwyft Hands-On Lab 5
Wrapping Up the Course
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