External Courses of Interest

Courses

Topics	Free	Paid
Introduction to Bioinformatics	https://www.coursera.org/learn/bioinformatics-pku https://www.classcentral.com/course/pkubioinfo-1209 https://www.coursera.org/learn/bioinformatics-methods-1 https://www.ebi.ac.uk/training/online/courses/introductory-bioinformatics-pathway/
Introduction to working with UNIX and bash	https://www.futurelearn.com/courses/linux-for-bioinformatics https://www.edx.org/course/introduction-to-linux
Bioperl for Biologists	https://www.coursera.org/learn/python-genomics
Introduction to Python	https://www.coursera.org/specializations/python https://www.coursera.org/specializations/python-3-programming	https://www.edx.org/professional-certificate/introduction-to-python-programming
Introduction to Python for Biologists	https://www.edx.org/course/using-python-for-research	https://www.arraygen.com/biopython-course.php
Introduction to R	https://www.datacamp.com/courses/free-introduction-to-r https://www.coursera.org/learn/r-programming https://www.futurelearn.com/courses/linux-for-bioinformatics https://www.codecademy.com/learn/learn-r	https://www.arraygen.com/R-programming.php
Introduction to R for Biologists	https://www.edx.org/course/advanced-bioconductor https://www.edx.org/course/introduction-to-bioconductor-annotation-and-analys
Introduction to Data science		https://www.coursera.org/learn/what-is-datascience https://practicum.yandex.com/data-scientist https://www.coursera.org/learn/genomic-data https://www.coursera.org/specializations/genomic-data-science https://www.simplilearn.com/big-data-and-analytics/python-for-data-science-training https://www.simplilearn.com/big-data-and-analytics/data-scientist-certification-sas-r-excel-training
RNA-seq	https://rnabio.org/course/ https://www.edx.org/course/analyze-your-genome https://www.edx.org/course/case-studies-in-functional-genomics	https://www.coursera.org/lecture/network-biology/rna-seq-analysis-preliminaries-xvgpR
Single cell RNA-seq		https://www.arraygen.com/scRNA-seq.php https://www.physalia-courses.org/courses-workshops/course18/
Whole Genome de novo Assembly	https://www.edx.org/course/analyze-your-genome
Whole Genome/Exome analysis – SNVs, germline, somatic, CNVs, etc.	https://www.coursera.org/learn/wgs-bacteria https://www.edx.org/course/analyze-your-genome
Finding Mutations in DNA and Proteins	https://www.classcentral.com/course/mutations-3557 https://www.udemy.com/course/practical-bioinformatics-play-with-genes-on-your-screens/
Microbiome/Metagenomics – 16S and whole genome based	https://www.edx.org/course/how-to-analyze-a-microbiome https://www.coursera.org/learn/microbiome
Machine learning/AI with applications in Biology	https://pll.harvard.edu/course/cs50s-introduction-artificial-intelligence-python?delta=0	https://pll.harvard.edu/course/designing-and-implementing-ai-solutions-health-care?delta=1
High Performance Computing: An Introduction	https://www.udacity.com/course/high-performance-computing--ud281