https://www.youtube.com/playlist?list=PLWb8IFSVeQ62NbG-u4vQlh4srFcC2KH5g (all the playlist)
https://www.youtube.com/watch?v=AT7FSEaN-RI
https://www.youtube.com/@reproducibiliteach
https://www.youtube.com/@Metaresearch_methods
-Cunha-Oliveira T, Ioannidis JPA, Oliveira PJ. Best practices for data management and sharing in experimental biomedical research. Physiol Rev. 2024 Jul 1;104(3):1387-1408. doi: 10.1152/physrev.00043.2023. PMID: 38451234; PMCID: PMC11380994.
-The Turing Way Community. (2022). The Turing Way: A handbook for reproducible, ethical and collaborative research (1.0.2). Zenodo. DOI 10.5281/zenodo.3233853. websites: https://github.com/the-turing-way/the-turing-way https://book.the-turing-way.org/
-Stanley E. Lazic Experimental Design for Laboratory Biologists: Maximising Information and Improving Reproducibility 2016 Cambridge University Press
-Michael Whitlock and Dolph Schluter The Analysis of Biological Data, 3rd edition, 2020, Macmillan International, website: https://whitlockschluter3e.zoology.ubc.ca/
-Rushforth, Alexander, and Tony Ross-Hellauer Contributions of Open Science to Research Culture. (2025). doi 10.5281/zenodo.17379695
-Rodrigues, Bruno. Building reproducible analytical pipelines with R. ed. Bruno Rodrigues, 2023. website: https://raps-with-r.dev/
-Batista Leite, S., Brooke, M., Carusi, A., Collings, A., Deceuninck, P., Dechamp, J., Dekker, B., De Ranieri, E., Ganley, E., Gastaldello, A., He, F., Laflamme, M., Langezaal, I., Morris, J., Pamies, D., Piergiovanni, M., Pulverer, B., Sadler, D., Shamu, C., Siegel, V., Straccia, M. and Weissgerber, T.L., Promoting Reusable and Open Methods and Protocols (PRO-MaP), Publications Office of the European Union, Luxembourg, 2024, doi:10.2760/46124, JRC138064.
-Weissgerber TL, Gazda MA, Nilsonne G, Ter Riet G, Cobey KD, Prieß-Buchheit J, Noro J, Schulz R, Tijdink JK, Bobrov E, Bannach-Brown A, Franzen DL, Moschini U, Naudet F, Mansmann U, Salholz-Hillel M, Bandrowski A, Macleod MR. Understanding the provenance and quality of methods is essential for responsible reuse of FAIR data. Nat Med. 2024 May;30(5):1220-1221. doi: 10.1038/s41591-024-02879-x. PMID: 38514869.
-Joachim Goedhart DataViz protocols: An introduction to data visualization protocols for wet lab scientists, https://joachimgoedhart.github.io/DataViz-protocols/