Neuroscience MOOCs and more

	A	C	D	E	F	G	H	I	J	M
1	Category/ ECTS	Introductory courses	Programming skills	Image and Neuroimaging Analyses	Computational Neuroscience and Methods	Brain structure and Function	Experimental Design & Statistics	Other skills	Methods and System's biology

2	0.5 ECTS with certificate or completion record	Fundamental Neuroscience for Neuroimaging	Introduction to Neurohacking In R	Principles of fMRI 1	A Crash Course in Causality: Inferring Causal Effects from Observational Data	The Addicted Brain	Statistics and R	Data Management for Clinical Research	Basics of Extracellular Vesicles	Found on Linkedin (author: Asad NaveedAsad Naveed): Become a Research Scientist by spending $0. Here are 20 courses you can audit for FREE to boost your research skills today: 👇
3		EPFLx: Basic Steps in Magnetic Resonance	MATLAB onramp 2020: coding, concepts, confidence, and style	Principles of fMRI 2	Exploratory Data Analysis for Machine Learning	The Brain and Space	Bayesian Statistics: From Concept to Data Analysis (12h)	Développement psychologique de l'enfant	Experimental Methods in Systems Biology
4		Human Neuroanatomy	Programmer en Python pour la Data Science de A à Z	Virtual ERP Boot Camp: Introduction to ERPs		Visual Perception and the Brain	Inferential Statistics	Researcher Management and Leadership Training (0.75 ECTS)	The Science of Stem Cells	Data Analysis:
5			Introduction to Probability and Data with R	Neuroscience and Psychology: Electroencephalography (EEG)		Troubles du spectre de l'autisme : biologie et neurosciences	Biostatistics in Public Health Specialization: 4 modules @ 0.5 ECTS each	EPFLx: Launching New Ventures	Introduction to Systems Biology	1. Statistics and R: https://lnkd.in/gjWvcgDs
6			MATLAB onramp: Learn scientific coding with ChatGPT's help	Basic Steps in Magnetic Resonance		Extracellular Vesicles in Health and Disease	Improving Your Statistical Questions	Biomedical Visualisation	Network Analysis in Systems Biology	2. Data Science: R Basics: https://lnkd.in/gzW8Z5jT
7			Getting Started with R for Data Science	MULTIVARIATE EEG ANALYSIS (self-service; no assessment)		Basics of Extracellular Vesicles	Duke: Inferential Statistics	Global Health: An Interdisciplinary Overview	Dynamical Modeling Methods for Systems Biology	3. Data Science: Wrangling: https://lnkd.in/gnArki9W
8			R for Data Science: Lunch Break Lessons			Introduction to Systems Biology	Linear Regression and Modeling	Data Science Ethics		4. Data Science: Linear Regression: https://lnkd.in/gCqYdf_W
9							Improving Your Statistical Questions	Ethics & STICs: scientific integrity, research ethics & information ethics for ICTs
10							Bayesian Statistics: From Concept to Data Analysis
11
12
13										5. Data Science: Inference and Modeling: https://lnkd.in/gSnuYTMW
14	1 ECTS with certificate or completion record	Fundamentals of Neuroscience, Part 1: The Electrical Properties of the Neuron	EPFLx: MATLAB and Octave for Beginners	EPFLx: Fundamentals of Biomedical Imaging: Magnetic Resonance Imaging (MRI)	EPFLx: Computational Neuroscience: Neuronal Dynamics of Cognition	Introduction to Neuroeconomics: How the Brain Makes Decisions	BioStatistics	Drugs, drug use, drug policy and health	Chronic Pain Neurotechnology course	6. Data Science: Probability: https://lnkd.in/gRA-sCrU
15		Fundamentals of Neuroscience, Part 2: Neurons and Networks	Python Basics	EPFLx: Image Processing and Analysis for Life Scientists	Computational Neuroscience	Introduction aux neurosciences des consommateurs et au neuromarketing	Principles, Statistical and Computational Tools for Reproducible Data Science	Writing in the Sciences		7. Advanced Statistics for Data Science Specialization: https://lnkd.in/g_n-3Wn5
16		Fundamentals of Neuroscience, Part 3: The Brain	Master Math by Coding in Python		Quantitative Methods for Biology	Troubles du spectre de l'autisme : diagnostic	Causal Diagrams: Draw Your Assumptions Before Your Conclusions	Research Management and Leadership Training (0.75h)		8. Biostatistics in Public Health Specialization: https://lnkd.in/g2bGxxet
17		Understanding the Brain: The Neurobiology of Everyday Life	Le Deep Learning de A à Z		EPFLx: Simulation Neuroscience	EPFLx: Neuroscience Reconstructed: Genetics and Development	Basic Statistics
18		Advanced Neurobiology I	Python for Data Science and Machine Learning Bootcamp		EPFLx: Neuronal Dynamics		Master statistics & machine learning: intuition, math, code			Writing:
19		Advanced Neurobiology II	Computing in Python I: Fundamentals and Procedural Programming (and advanced courses)		Applied Text Mining in Python (Data Science Module 4)		Improving your statistical inferences			9. How to Write and Publish a Scientific Paper: https://lnkd.in/gPfSdCSv
20		Sleep: Neurobiology, Medicine, and Society	Introduction to Data, Signal, and Image Analysis with MATLAB		Practical Reinforcement Learning		Bayesian Statistics: Mixture Models			10. Stanford - Writing in the Sciences: https://lnkd.in/gSK3HbPn
21		EPFLx: Neuroscience Reconstructed: Genetics and Development	Applied Plotting, Charting & Data Representation in Python (Data Science Module 2)		EPFLx: Simulating a Hippocampus Microcircuit		Bayesian Statistics: Time Series Analysis			11. Lund - Writing in English at University: https://lnkd.in/gpMSRaAE
22			Machine learning in Python with scikit-learn		Supervised Machine Learning: Regression and Classification		Bayesian Statistics: Techniques and Models			12. The Art of Persuasive Writing and Public Speaking: https://lnkd.in/gxsf9KgA
23			Neural Networks and Deep Learning		Linear Algebra for Machine Learning and Data Science
24			Master MATLAB through Guided Problem Solving							Study Designs:
25			Stanford Machine Learning Specialization: 3 courses (each one 1 ECTS)							13. Quantitative and Qualitative Research for Beginners: https://lnkd.in/ggfRpway
26										14. Study Designs in Epidemiology: https://lnkd.in/gay73vX8
27	1.5 ECTS with certificate or completion record			Complete neural signal processing and analysis: Zero to hero	Applied Machine Learning in Python (Data Science Module 3)	EPFLx: Cellular Mechanisms of Brain Function	MITx: Quantitative Biology Workshop			15. Understanding Clinical Research: Behind the Statistics: https://lnkd.in/g6nhZjt6
28			Introduction to Programming with MATLAB	Exploratory Data Analysis in R	Linear Algebra - Foundations to Frontiers	EPFLx: The Multi-scale brain
29			Mastering Programming with MATLAB							Systematic Reviews:
30			Introduction to Data Science in Python (Data Science Module 1)							16. Introduction to Systematic Review and Meta-Analysis: https://lnkd.in/gvA5cfbT
31			R Programming							17. Introduction to Systematic Reviews: https://lnkd.in/g8Rp-sDz
32										18. The Art and Science of Searching in Systematic Reviews: https://lnkd.in/gJb6FFhJ
33	2 ECTS with certificate or completion record	Medical Neuroscience; 71h!!!			Deep Learning Specialization
34										Miscellaneous:
35	# of ECTS dependent on track; tbd with LNDS coordinator		Python for Everybody Specialization	Online EEGLAB workshop (Youtube tutorials)	AI for Healthcare (240h) >>> 3 ECTS max. in LNDS !			Uni Oxford Global Health Training Centre (with courses on Clinical Trial Management, GCP, Research Ethics)		19. Just Start Grant Writing: https://lnkd.in/gT2v9peW
36			~0.5 ECTS for each of the 5 course modules ...	Youtube lectures of Michael X Cohen for overview on neural signals and analyses				Various MOOCs of FUN (France Université Numérique) on neuroscience, cell biology, behavior etc		20. Project Management: The Basics for Success: https://lnkd.in/gRpf7NuB
37			IBM Machine Learning Professional Certificate (3 ECTS for entire course; 0.5 per module)	MULTIVARIATE EEG ANALYSIS
38								CUSO.CH		Please note that, to get a certificate you may need to apply for a free waiver.
39		INCF Training Space: an online learning hub that aims to make neuroscience educational materials more accessible to the global neuroscience community. Intro courses, tutorials, data management, programming skills, whatever ... Courses with credit # already calculated are just below ...
40		Introduction to Neurobiology (0.5 ECTS)	Matlab and Simulink Basics (0.25 ECTS)					Translational Science Specialization		Additionally, you take advantage of coursera's $1 for the first month offer which expires on June 22nd, 2023. See details here: https://lnkd.in/g_qd3pzd
41		More EPFLx courses: https://www.edx.org/school/epflx
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100