Courses and MOOCs

Courses and MOOCs

• This list contains the MOOCs that I find useful.

• edX https://www.edx.org Introduction to Biology - The Secret of Life https://www.edx.org/course/introduction-biology-secret-life-mitx-7-00x-4

• OsakaUx MED101x Introduction to Applied Biostatistics Statistics for Medical Research

• Courses

https://www.canvas.net/browse/osu/courses/science-of-cancer

https://console.bluemix.net/dashboard/apps

https://cognitiveclass.ai/learn/deep-learning/

https://www.coursera.org/learn/python-data-analysis

http://www.open.edu/openlearn/free-courses/full-catalogue

https://www.coursera.org/learn/developer-nodered

Moleküler Biyoloji ve Deneysel Teknikler

http://www.acikders.org.tr/course/view.php?id=49

• Community created content for the Data Science Specialization:

http://datasciencespecialization.github.io/

Courses

• Courses

https://www.canvas.net/browse/osu/courses/science-of-cancer

https://console.bluemix.net/dashboard/apps

https://cognitiveclass.ai/learn/deep-learning/

https://www.coursera.org/learn/python-data-analysis

http://www.open.edu/openlearn/free-courses/full-catalogue

https://www.coursera.org/learn/developer-nodered

Moleküler Biyoloji ve Deneysel Teknikler

http://www.acikders.org.tr/course/view.php?id=49

• Community created content for the Data Science Specialization:

http://datasciencespecialization.github.io/

• Courses

https://www.canvas.net/browse/osu/courses/science-of-cancer

https://console.bluemix.net/dashboard/apps

https://cognitiveclass.ai/learn/deep-learning/

https://www.coursera.org/learn/python-data-analysis

http://www.open.edu/openlearn/free-courses/full-catalogue

https://www.coursera.org/learn/developer-nodered

Moleküler Biyoloji ve Deneysel Teknikler

http://www.acikders.org.tr/course/view.php?id=49

• Community created content for the Data Science Specialization:

http://datasciencespecialization.github.io/

• Courses

https://www.canvas.net/browse/osu/courses/science-of-cancer

https://console.bluemix.net/dashboard/apps

https://cognitiveclass.ai/learn/deep-learning/

https://www.coursera.org/learn/python-data-analysis

http://www.open.edu/openlearn/free-courses/full-catalogue

https://www.coursera.org/learn/developer-nodered

Moleküler Biyoloji ve Deneysel Teknikler

http://www.acikders.org.tr/course/view.php?id=49

• Community created content for the Data Science Specialization:

http://datasciencespecialization.github.io/

• Tutorials

r-statistics.co

http://r-statistics.co/

Run bash from R http://rpubs.com/yihui/bash-knitr

knitr in a knutshella minimal tutorial http://kbroman.org/knitr_knutshell/

Use other languages in knitr https://yihui.name/knitr/demo/engines/

Run bash scripts

https://github.com/yihui/knitr-examples/blob/master/027-engine-bash.Rmd

Creating Dynamic Documents with RMarkdown and Knitr https://rstudio-pubs-static.s3.amazonaws.com/180546_e2d5bf84795745ebb5cd3be3dab71fca.html#561_inline_r_code

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/open-courses/plotly-tutorial-plotly-and-r

http://allennlp.org/tutorials/installation

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.datacamp.com/community/tutorials/make-histogram-ggvis-r

https://www.datacamp.com/community/tutorials/sql-tutorial-query

https://www.datacamp.com/community/tutorials/pipe-r-tutorial

https://www.datacamp.com/datachats/datachat-number-one

https://www.r-bloggers.com/image-classification-on-small-datasets-with-keras/

https://jasp-stats.org/2017/12/14/new-video-perform-network-analysis-jasp/

http://www.listendata.com/2017/12/k-nearest-neighbor-step-by-step-tutorial.html

https://www.spss-tutorials.com/spss-clone-variables-tool/

https://www.rstudio.com/resources/webinars/

https://open.nasa.gov/open-data/

https://open.nasa.gov/explore/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.dataiku.com/learn/

http://imagejdocu.tudor.lu/doku.php?id=video:beginner_help:imagej_beginner_s_tutorial

https://www.nlm.nih.gov/pubs/techbull/nd17/brief/nd17_ncbi_webinar_new_api_keys.html

https://www.r-bloggers.com/how-happy-is-your-country - happy-planet-index-visualized/?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+RBloggers+(R+bloggers)

https://www.ncbi.nlm.nih.gov/home/coursesandwebinars/

https://rviews.rstudio.com/2017/10/23/the-seaclass-r-package/

https://ropensci.org/tutorials/

https://www.salford-systems.com/resources/webinars-tutorials/how-to/how-to-build-a-model

https://www.ibm.com/analytics/us/en/watson-data-platform/

https://blog.prezi.com/demand-webinar-visualizing-data-story-create-stunning-infographics/

https://www.datacamp.com/community/tutorials/five-tips-r-code-improve

https://cran.r-project.org/web/packages/broom/vignettes/broom.html

https://www.rplumber.io/

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/blog/titanic-kaggle-live-coding

https://analyticsdefined.com/mining-enron-emails/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://rviews.rstudio.com/2017/12/04/how-to-show-r-inline-code-blocks-in-r-markdown/

https://www.facebook.com/726282547396228/videos/1834105493280589/

The PROCESS macro for SPSS and SAS

http://www.processmacro.org/workshops.html

Non-Normal Data: Shapiro Test and Box-Cox Transformation

http://www.michaeljgrogan.com/non-normal-box-cox-transformation/

Open Stats Lab

https://sites.trinity.edu/osl

R interface to Keras

https://keras.rstudio.com/

• eR-BioStat

https://er-biostat.github.io/Courses/abouterbiostat1/

• Functional programming and unit testing for data munging with R

https://b-rodrigues.github.io/fput/

Tutorials

• Tutorials

r-statistics.co

http://r-statistics.co/

Run bash from R http://rpubs.com/yihui/bash-knitr

knitr in a knutshella minimal tutorial http://kbroman.org/knitr_knutshell/

Use other languages in knitr https://yihui.name/knitr/demo/engines/

Run bash scripts

https://github.com/yihui/knitr-examples/blob/master/027-engine-bash.Rmd

Creating Dynamic Documents with RMarkdown and Knitr https://rstudio-pubs-static.s3.amazonaws.com/180546_e2d5bf84795745ebb5cd3be3dab71fca.html#561_inline_r_code

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/open-courses/plotly-tutorial-plotly-and-r

http://allennlp.org/tutorials/installation

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.datacamp.com/community/tutorials/make-histogram-ggvis-r

https://www.datacamp.com/community/tutorials/sql-tutorial-query

https://www.datacamp.com/community/tutorials/pipe-r-tutorial

https://www.datacamp.com/datachats/datachat-number-one

https://www.r-bloggers.com/image-classification-on-small-datasets-with-keras/

https://jasp-stats.org/2017/12/14/new-video-perform-network-analysis-jasp/

http://www.listendata.com/2017/12/k-nearest-neighbor-step-by-step-tutorial.html

https://www.spss-tutorials.com/spss-clone-variables-tool/

https://www.rstudio.com/resources/webinars/

https://open.nasa.gov/open-data/

https://open.nasa.gov/explore/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.dataiku.com/learn/

http://imagejdocu.tudor.lu/doku.php?id=video:beginner_help:imagej_beginner_s_tutorial

https://www.nlm.nih.gov/pubs/techbull/nd17/brief/nd17_ncbi_webinar_new_api_keys.html

https://www.r-bloggers.com/how-happy-is-your-country - happy-planet-index-visualized/?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+RBloggers+(R+bloggers)

https://www.ncbi.nlm.nih.gov/home/coursesandwebinars/

https://rviews.rstudio.com/2017/10/23/the-seaclass-r-package/

https://ropensci.org/tutorials/

https://www.salford-systems.com/resources/webinars-tutorials/how-to/how-to-build-a-model

https://www.ibm.com/analytics/us/en/watson-data-platform/

https://blog.prezi.com/demand-webinar-visualizing-data-story-create-stunning-infographics/

https://www.datacamp.com/community/tutorials/five-tips-r-code-improve

https://cran.r-project.org/web/packages/broom/vignettes/broom.html

https://www.rplumber.io/

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/blog/titanic-kaggle-live-coding

https://analyticsdefined.com/mining-enron-emails/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://rviews.rstudio.com/2017/12/04/how-to-show-r-inline-code-blocks-in-r-markdown/

https://www.facebook.com/726282547396228/videos/1834105493280589/

The PROCESS macro for SPSS and SAS

http://www.processmacro.org/workshops.html

Non-Normal Data: Shapiro Test and Box-Cox Transformation

http://www.michaeljgrogan.com/non-normal-box-cox-transformation/

Open Stats Lab

https://sites.trinity.edu/osl

R interface to Keras

https://keras.rstudio.com/

• eR-BioStat

https://er-biostat.github.io/Courses/abouterbiostat1/

• Functional programming and unit testing for data munging with R

https://b-rodrigues.github.io/fput/

• Tutorials

r-statistics.co

http://r-statistics.co/

Run bash from R http://rpubs.com/yihui/bash-knitr

knitr in a knutshella minimal tutorial http://kbroman.org/knitr_knutshell/

Use other languages in knitr https://yihui.name/knitr/demo/engines/

Run bash scripts

https://github.com/yihui/knitr-examples/blob/master/027-engine-bash.Rmd

Creating Dynamic Documents with RMarkdown and Knitr https://rstudio-pubs-static.s3.amazonaws.com/180546_e2d5bf84795745ebb5cd3be3dab71fca.html#561_inline_r_code

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/open-courses/plotly-tutorial-plotly-and-r

http://allennlp.org/tutorials/installation

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.datacamp.com/community/tutorials/make-histogram-ggvis-r

https://www.datacamp.com/community/tutorials/sql-tutorial-query

https://www.datacamp.com/community/tutorials/pipe-r-tutorial

https://www.datacamp.com/datachats/datachat-number-one

https://www.r-bloggers.com/image-classification-on-small-datasets-with-keras/

https://jasp-stats.org/2017/12/14/new-video-perform-network-analysis-jasp/

http://www.listendata.com/2017/12/k-nearest-neighbor-step-by-step-tutorial.html

https://www.spss-tutorials.com/spss-clone-variables-tool/

https://www.rstudio.com/resources/webinars/

https://open.nasa.gov/open-data/

https://open.nasa.gov/explore/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.dataiku.com/learn/

http://imagejdocu.tudor.lu/doku.php?id=video:beginner_help:imagej_beginner_s_tutorial

https://www.nlm.nih.gov/pubs/techbull/nd17/brief/nd17_ncbi_webinar_new_api_keys.html

https://www.r-bloggers.com/how-happy-is-your-country - happy-planet-index-visualized/?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+RBloggers+(R+bloggers)

https://www.ncbi.nlm.nih.gov/home/coursesandwebinars/

https://rviews.rstudio.com/2017/10/23/the-seaclass-r-package/

https://ropensci.org/tutorials/

https://www.salford-systems.com/resources/webinars-tutorials/how-to/how-to-build-a-model

https://www.ibm.com/analytics/us/en/watson-data-platform/

https://blog.prezi.com/demand-webinar-visualizing-data-story-create-stunning-infographics/

https://www.datacamp.com/community/tutorials/five-tips-r-code-improve

https://cran.r-project.org/web/packages/broom/vignettes/broom.html

https://www.rplumber.io/

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/blog/titanic-kaggle-live-coding

https://analyticsdefined.com/mining-enron-emails/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://rviews.rstudio.com/2017/12/04/how-to-show-r-inline-code-blocks-in-r-markdown/

https://www.facebook.com/726282547396228/videos/1834105493280589/

The PROCESS macro for SPSS and SAS

http://www.processmacro.org/workshops.html

Non-Normal Data: Shapiro Test and Box-Cox Transformation

http://www.michaeljgrogan.com/non-normal-box-cox-transformation/

Open Stats Lab

https://sites.trinity.edu/osl

R interface to Keras

https://keras.rstudio.com/

• eR-BioStat

https://er-biostat.github.io/Courses/abouterbiostat1/

• Tutorials

r-statistics.co

http://r-statistics.co/

Run bash from R http://rpubs.com/yihui/bash-knitr

knitr in a knutshella minimal tutorial http://kbroman.org/knitr_knutshell/

Use other languages in knitr https://yihui.name/knitr/demo/engines/

Run bash scripts

https://github.com/yihui/knitr-examples/blob/master/027-engine-bash.Rmd

Creating Dynamic Documents with RMarkdown and Knitr https://rstudio-pubs-static.s3.amazonaws.com/180546_e2d5bf84795745ebb5cd3be3dab71fca.html#561_inline_r_code

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/open-courses/plotly-tutorial-plotly-and-r

http://allennlp.org/tutorials/installation

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.datacamp.com/community/tutorials/make-histogram-ggvis-r

https://www.datacamp.com/community/tutorials/sql-tutorial-query

https://www.datacamp.com/community/tutorials/pipe-r-tutorial

https://www.datacamp.com/datachats/datachat-number-one

https://www.r-bloggers.com/image-classification-on-small-datasets-with-keras/

https://jasp-stats.org/2017/12/14/new-video-perform-network-analysis-jasp/

http://www.listendata.com/2017/12/k-nearest-neighbor-step-by-step-tutorial.html

https://www.spss-tutorials.com/spss-clone-variables-tool/

https://www.rstudio.com/resources/webinars/

https://open.nasa.gov/open-data/

https://open.nasa.gov/explore/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.dataiku.com/learn/

http://imagejdocu.tudor.lu/doku.php?id=video:beginner_help:imagej_beginner_s_tutorial

https://www.nlm.nih.gov/pubs/techbull/nd17/brief/nd17_ncbi_webinar_new_api_keys.html

https://www.r-bloggers.com/how-happy-is-your-country - happy-planet-index-visualized/?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+RBloggers+(R+bloggers)

https://www.ncbi.nlm.nih.gov/home/coursesandwebinars/

https://rviews.rstudio.com/2017/10/23/the-seaclass-r-package/

https://ropensci.org/tutorials/

https://www.salford-systems.com/resources/webinars-tutorials/how-to/how-to-build-a-model

https://www.ibm.com/analytics/us/en/watson-data-platform/

https://blog.prezi.com/demand-webinar-visualizing-data-story-create-stunning-infographics/

https://www.datacamp.com/community/tutorials/five-tips-r-code-improve

https://cran.r-project.org/web/packages/broom/vignettes/broom.html

https://www.rplumber.io/

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/blog/titanic-kaggle-live-coding

https://analyticsdefined.com/mining-enron-emails/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://rviews.rstudio.com/2017/12/04/how-to-show-r-inline-code-blocks-in-r-markdown/

https://www.facebook.com/726282547396228/videos/1834105493280589/

The PROCESS macro for SPSS and SAS

http://www.processmacro.org/workshops.html

Non-Normal Data: Shapiro Test and Box-Cox Transformation

http://www.michaeljgrogan.com/non-normal-box-cox-transformation/

Open Stats Lab

https://sites.trinity.edu/osl

R interface to Keras

https://keras.rstudio.com/

• eR-BioStat

https://er-biostat.github.io/Courses/abouterbiostat1/

• Tutorials

r-statistics.co

http://r-statistics.co/

Run bash from R http://rpubs.com/yihui/bash-knitr

knitr in a knutshella minimal tutorial http://kbroman.org/knitr_knutshell/

Use other languages in knitr https://yihui.name/knitr/demo/engines/

Run bash scripts

https://github.com/yihui/knitr-examples/blob/master/027-engine-bash.Rmd

Creating Dynamic Documents with RMarkdown and Knitr https://rstudio-pubs-static.s3.amazonaws.com/180546_e2d5bf84795745ebb5cd3be3dab71fca.html#561_inline_r_code

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/open-courses/plotly-tutorial-plotly-and-r

http://allennlp.org/tutorials/installation

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.datacamp.com/community/tutorials/make-histogram-ggvis-r

https://www.datacamp.com/community/tutorials/sql-tutorial-query

https://www.datacamp.com/community/tutorials/pipe-r-tutorial

https://www.datacamp.com/datachats/datachat-number-one

https://www.r-bloggers.com/image-classification-on-small-datasets-with-keras/

https://jasp-stats.org/2017/12/14/new-video-perform-network-analysis-jasp/

http://www.listendata.com/2017/12/k-nearest-neighbor-step-by-step-tutorial.html

https://www.spss-tutorials.com/spss-clone-variables-tool/

https://www.rstudio.com/resources/webinars/

https://open.nasa.gov/open-data/

https://open.nasa.gov/explore/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.dataiku.com/learn/

http://imagejdocu.tudor.lu/doku.php?id=video:beginner_help:imagej_beginner_s_tutorial

https://www.nlm.nih.gov/pubs/techbull/nd17/brief/nd17_ncbi_webinar_new_api_keys.html

https://www.r-bloggers.com/how-happy-is-your-country - happy-planet-index-visualized/?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+RBloggers+(R+bloggers)

https://www.ncbi.nlm.nih.gov/home/coursesandwebinars/

https://rviews.rstudio.com/2017/10/23/the-seaclass-r-package/

https://ropensci.org/tutorials/

https://www.salford-systems.com/resources/webinars-tutorials/how-to/how-to-build-a-model

https://www.ibm.com/analytics/us/en/watson-data-platform/

https://blog.prezi.com/demand-webinar-visualizing-data-story-create-stunning-infographics/

https://www.datacamp.com/community/tutorials/five-tips-r-code-improve

https://cran.r-project.org/web/packages/broom/vignettes/broom.html

https://www.rplumber.io/

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/blog/titanic-kaggle-live-coding

https://analyticsdefined.com/mining-enron-emails/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://rviews.rstudio.com/2017/12/04/how-to-show-r-inline-code-blocks-in-r-markdown/

https://www.facebook.com/726282547396228/videos/1834105493280589/

The PROCESS macro for SPSS and SAS

http://www.processmacro.org/workshops.html

Non-Normal Data: Shapiro Test and Box-Cox Transformation

http://www.michaeljgrogan.com/non-normal-box-cox-transformation/

Open Stats Lab

https://sites.trinity.edu/osl

R interface to Keras

https://keras.rstudio.com/

• eR-BioStat

https://er-biostat.github.io/Courses/abouterbiostat1/

• Functional programming and unit testing for data munging with R

https://b-rodrigues.github.io/fput/

• Tutorials

r-statistics.co

http://r-statistics.co/

Run bash from R http://rpubs.com/yihui/bash-knitr

knitr in a knutshella minimal tutorial http://kbroman.org/knitr_knutshell/

Use other languages in knitr https://yihui.name/knitr/demo/engines/

Run bash scripts

https://github.com/yihui/knitr-examples/blob/master/027-engine-bash.Rmd

Creating Dynamic Documents with RMarkdown and Knitr https://rstudio-pubs-static.s3.amazonaws.com/180546_e2d5bf84795745ebb5cd3be3dab71fca.html#561_inline_r_code

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/open-courses/plotly-tutorial-plotly-and-r

http://allennlp.org/tutorials/installation

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.datacamp.com/community/tutorials/make-histogram-ggvis-r

https://www.datacamp.com/community/tutorials/sql-tutorial-query

https://www.datacamp.com/community/tutorials/pipe-r-tutorial

https://www.datacamp.com/datachats/datachat-number-one

https://www.r-bloggers.com/image-classification-on-small-datasets-with-keras/

https://jasp-stats.org/2017/12/14/new-video-perform-network-analysis-jasp/

http://www.listendata.com/2017/12/k-nearest-neighbor-step-by-step-tutorial.html

https://www.spss-tutorials.com/spss-clone-variables-tool/

https://www.rstudio.com/resources/webinars/

https://open.nasa.gov/open-data/

https://open.nasa.gov/explore/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://www.dataiku.com/learn/

http://imagejdocu.tudor.lu/doku.php?id=video:beginner_help:imagej_beginner_s_tutorial

https://www.nlm.nih.gov/pubs/techbull/nd17/brief/nd17_ncbi_webinar_new_api_keys.html

https://www.r-bloggers.com/how-happy-is-your-country - happy-planet-index-visualized/?utm_source=feedburner&utm_medium=email&utm_campaign=Feed%3A+RBloggers+(R+bloggers)

https://www.ncbi.nlm.nih.gov/home/coursesandwebinars/

https://rviews.rstudio.com/2017/10/23/the-seaclass-r-package/

https://ropensci.org/tutorials/

https://www.salford-systems.com/resources/webinars-tutorials/how-to/how-to-build-a-model

https://www.ibm.com/analytics/us/en/watson-data-platform/

https://blog.prezi.com/demand-webinar-visualizing-data-story-create-stunning-infographics/

https://www.datacamp.com/community/tutorials/five-tips-r-code-improve

https://cran.r-project.org/web/packages/broom/vignettes/broom.html

https://www.rplumber.io/

https://www.datacamp.com/community/blog/jupyter-notebook-r

https://www.datacamp.com/community/blog/titanic-kaggle-live-coding

https://analyticsdefined.com/mining-enron-emails/

https://www.datacamp.com/community/tutorials/r-formula-tutorial

https://rviews.rstudio.com/2017/12/04/how-to-show-r-inline-code-blocks-in-r-markdown/

https://www.facebook.com/726282547396228/videos/1834105493280589/

The PROCESS macro for SPSS and SAS

http://www.processmacro.org/workshops.html

Non-Normal Data: Shapiro Test and Box-Cox Transformation

http://www.michaeljgrogan.com/non-normal-box-cox-transformation/

Open Stats Lab

https://sites.trinity.edu/osl

R interface to Keras

https://keras.rstudio.com/

• eR-BioStat

https://er-biostat.github.io/Courses/abouterbiostat1/