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Data Science Research Methods

Course Reviews

Track :

Computer Science

Lessons no : 37

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What will you learn in this course?
  • Master how to identify and analyze variable correlations using data science research methods and statistical techniques
  • Apply regression analysis to model relationships between variables in real-world datasets effectively
  • Utilize data visualization tools to interpret and communicate findings from data science research projects
  • Implement best practices for data collection, cleaning, and preprocessing to ensure accurate analysis results
  • Evaluate the strength and significance of variable relationships using correlation coefficients and hypothesis testing
  • Design and conduct experiments to validate data science models and research hypotheses
  • Leverage statistical software and programming languages for efficient data analysis and modeling
  • Develop skills to interpret regression outputs and make data-driven decisions in various industries
  • Integrate data science research methods into broader data analysis workflows for comprehensive insights
  • Identify potential biases and limitations in data science research and apply mitigation strategies
  • Enhance problem-solving skills by applying research methods to complex data science challenges
  • Build a strong foundation in data science research methodologies for advanced analytics and machine learning

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  • The Certificate is free !
Lessons | 37
Data Science Research Methods | Goals of Research
00:06:30

Data Science Research Methods | Goals of Research
Data Science Research Methods | More Goals of Research
00:04:42

Data Science Research Methods | More Goals of Research
Data Science Research Methods | The Circle of Science
00:08:54

Data Science Research Methods | The Circle of Science
Data Science Research Methods | Clarifying the Questions
00:06:53

Data Science Research Methods | Clarifying the Questions
Data Science Research Methods | The Psychology of Providing Data Part 1
00:07:00

Data Science Research Methods | The Psychology of Providing Data Part 1
Data Science Research Methods | The Psychology of Providing Data Part 2
00:05:11

Data Science Research Methods | The Psychology of Providing Data Part 2
Data Science Research Methods | The Psychology of Providing Data Part 3
00:07:38

Data Science Research Methods | The Psychology of Providing Data Part 3
Data Science Research Methods | Samples vs Populations
00:11:10

Data Science Research Methods | Samples vs Populations
Data Science Research Methods | Null Hypothesis
00:07:21

Data Science Research Methods | Null Hypothesis
Data Science Research Methods | Discrediting the Null Hypothesis P Values
00:08:13

Data Science Research Methods | Discrediting the Null Hypothesis P Values
Data Science Research Methods | Discrediting the Null Hypothesis Confidence Intervals
00:04:23

Data Science Research Methods | Discrediting the Null Hypothesis Confidence Intervals
Data Science Research Methods | Power Part 1
00:06:57

Data Science Research Methods | Power Part 1
Data Science Research Methods | Power Part 2
00:08:38

Data Science Research Methods | Power Part 2
Data Science Research Methods | Sample Size Planning
00:05:57

Data Science Research Methods | Sample Size Planning
Data Science Research Methods | False Positives and False Negatives
00:13:10

Data Science Research Methods | False Positives and False Negatives
Data Science Research Methods | Questionable Research Practices
00:06:51

Data Science Research Methods | Questionable Research Practices
Data Science Research Methods | Frequency Claims A Conceptual Overview
00:04:23

Data Science Research Methods | Frequency Claims A Conceptual Overview
Data Science Research Methods | Frequency Claims Analysis Considerations
00:05:58

Data Science Research Methods | Frequency Claims Analysis Considerations
Data Science Research Methods | Frequency Claims Interpretation
00:06:50

Data Science Research Methods | Frequency Claims Interpretation
Data Science Research Methods | Association Claims A Conceptual Overview
00:04:34

Data Science Research Methods | Association Claims A Conceptual Overview
Data Science Research Methods | Association Claims Analysis Considerations
00:07:00

Data Science Research Methods | Association Claims Analysis Considerations
Data Science Research Methods | Association Claims Interpretation
00:09:41

Data Science Research Methods | Association Claims Interpretation
Data Science Research Methods | Causal Claims An Overview
00:09:00

Data Science Research Methods | Causal Claims An Overview
Data Science Research Methods | Causal Claims Analysis Considerations
00:03:59

Data Science Research Methods | Causal Claims Analysis Considerations
Data Science Research Methods | Causal Claims Interpretations
00:05:16

Data Science Research Methods | Causal Claims Interpretations
Data Science Research Methods | Writing Survey Questions Part 1
00:08:02

Data Science Research Methods | Writing Survey Questions Part 1
Data Science Research Methods | Writing Survey Questions Part 2
00:05:50

Data Science Research Methods | Writing Survey Questions Part 2
Data Science Research Methods | Two Types of Measurement
00:07:31

Data Science Research Methods | Two Types of Measurement
Data Science Research Methods | Reliability and Validity Overview
00:05:00

Data Science Research Methods | Reliability and Validity Overview
Data Science Research Methods | Reliability
00:03:28

Data Science Research Methods | Reliability
Data Science Research Methods | Validity
00:07:03

Data Science Research Methods | Validity
Data Science Research Methods | Bivariate Design
00:07:53

Data Science Research Methods | Bivariate Design
Data Science Research Methods | Multivariate Design
00:10:19

Data Science Research Methods | Multivariate Design
Data Science Research Methods | Between Groups Experiment
00:04:30

Data Science Research Methods | Between Groups Experiment
Data Science Research Methods | Within Groups Experiment
00:09:56

Data Science Research Methods | Within Groups Experiment
Data Science Research Methods | Factorial Experiment Between Groups
00:08:29

Data Science Research Methods | Factorial Experiment Between Groups
Data Science Research Methods | Factorial Designs Within Subjects
00:07:21

Data Science Research Methods | Factorial Designs Within Subjects


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4.3
4 Reviews
Ahmed Abdi Iman 

The videos not functional please.
2023-09-17

Dr. G L Prakash ISE 

good
2022-08-03

Hilary Giyane 

very helpfull
2022-06-09

Mpho Valentine Samuels 

Very interesting course
2022-02-17

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One of the most widely used data science methods, this approach tries to find the line that best fits the data being analyzed based on the correlation between two variables