About this Course

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Shareable Certificate
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Flexible deadlines
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Approx. 8 hours to complete
English
Subtitles: English
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Approx. 8 hours to complete
English
Subtitles: English

Offered by

Johns Hopkins University logo

Johns Hopkins University

University of Colorado Boulder logo

University of Colorado Boulder

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

Week 1

2 hours to complete
8 videos (Total 103 min), 1 reading, 1 quiz
8 videos
Module 1B: Crises in neuroscience and psychology: Problems and solutions14m
Module 2A: Pitfalls and Biases in Interpretation: Circularity, Reverse inference, Voodoo, and Beyond11m
Module 2B: Pitfalls and Biases in Interpretation: Circularity, Reverse inference, Voodoo, and Beyond13m
Module 3: Meta Analysis10m
Module 4: Using meta-analysis to improve inference12m
Module 5: Optimizing acquisition for your study goals18m
Module 6: Resting-state fMRI7m
1 reading
Syllabus10m
1 practice exercise
Quiz 128m
Week
2

Week 2

2 hours to complete

Week 2

2 hours to complete
11 videos (Total 119 min)
11 videos
Module 7B: Advanced Experimental Design I - Fundamentals of design efficiency12m
Module 8: Advanced Experimental Design II – Efficiency in fMRI10m
Module 9: Advanced Experimental Design III – Optimizing experimental designs with genetic algorithms12m
Module 10: Model building: Parametric modulators8m
Module 11: Basis Sets II: Smooth FIR, HTW, Basis sets at 2nd level11m
Module 12A: Multicolinearity and diagnostics10m
Module 12B: Multicolinearity and diagnostics8m
Module 13: Robust regression14m
Module 14A: Practical group analysis: Procedures and checks9m
Module 14B: Practical group analysis: Procedures and checks10m
1 practice exercise
Quiz 222m
Week
3

Week 3

2 hours to complete

Week 3

2 hours to complete
8 videos (Total 77 min)
8 videos
Module 16: Functional Connectivity9m
Module 17: Multivariate Decomposition Methods9m
Module 18: Dynamic Connectivity9m
Module 19: Network Analysis I – Graph theory10m
Module 20: Effective Connectivity9m
Module 21: Mediation, moderation, and structural models12m
Module 21B: Mediation, moderation, and structural models11m
1 practice exercise
Quiz 324m
Week
4

Week 4

2 hours to complete

Week 4

2 hours to complete
10 videos (Total 90 min)
10 videos
Module 23: Directed graphs: Granger causality9m
Module 24: Principles of causal inference12m
Module 25: Multi-voxel Pattern Analysis: A neuroscientific perspective10m
Module 25B: Multi-voxel Pattern Analysis: A neuroscientific perspective7m
Module 26: MVPA Intro10m
Module 27: Performing MVPA I9m
Module 28: Performing MVPA II5m
Module 29: MVPA-PM Example – NPS - Expand: Social and physical pain10m
Module 29B: MVPA-PM Example – NPS - Expand: Social and physical pain7m
1 practice exercise
Quiz 424m

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