# Previous Teaching

<table><thead><tr><th>DATE</th><th>TIME</th><th>Instructor</th><th>Location</th><th width="124">Room</th><th>Topic</th></tr></thead><tbody><tr><td>Mon May 11, 2015</td><td>2pm-3pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-156a&#x26;b</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon Jun 15, 2015</td><td>1:30pm-3pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-374</td><td>Follow Up Course of Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon Jul 13, 2015</td><td>10am-11am</td><td>Charlie Whittaker</td><td>Building 76</td><td>76-156a&#x26;b</td><td>Introduction to Spotfire</td></tr><tr><td>Mon Aug 10, 2015</td><td>1:30pm-3pm</td><td>Duanduan Ma</td><td>Building 56</td><td>56-602</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon Sep 14, 2015</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-374</td><td>Introduction to Python</td></tr><tr><td>Mon Oct 19, 2015</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-674</td><td>Introduction to Python</td></tr><tr><td>Mon Nov 9, 2015</td><td>1:30pm-3:30pm</td><td>Jie Wu and Vincent Butty</td><td>Building 68</td><td>68-181</td><td>A Traveller's companion to RNA-Seq interpretation</td></tr><tr><td>Mon Dec 14, 2015</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-474</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Thur Jan 7, 2016</td><td>1:30pm-4:30pm</td><td>Duanduan Ma</td><td>Building 32</td><td>32-124</td><td>Quantitative Biology Workshop Outreach-Introduction to Python</td></tr><tr><td>Fri Jan 29, 2016</td><td>9:00am-11:00am</td><td>Charlie Whittaker and Duanduan Ma</td><td>Building 14N (DIRC)</td><td>14N-132</td><td>Visualizing and Accessing Genomic Data Using Publically Available Genome Browsers and Databases</td></tr><tr><td>Tue Feb 16, 2016</td><td>2:00am-3:00am</td><td>Sara Strandberg-Qlucore</td><td>Building 76</td><td>76-156B</td><td>Introduction to Qlucore software</td></tr><tr><td>Mon Mar 7, 2016</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 56</td><td>56-602</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon April 11, 2016</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-121</td><td>Introduction to R</td></tr><tr><td>Mon May 2, 2016</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-374</td><td>Introduction to R</td></tr><tr><td>Mon May 9, 2016</td><td>1pm-3pm</td><td>Qlucore</td><td>Building 14N(DIRC)</td><td>14N-132</td><td>Hands on training of Qlucore software</td></tr><tr><td>Mon June 6, 2016</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-374</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon Jun 13, 2016</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-156A/B</td><td>Introduction to R</td></tr><tr><td>Mon July 11, 2016</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 56</td><td>56-602</td><td>Introduction to R</td></tr><tr><td>Mon Aug 8, 2016</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-374</td><td>Introduction to R</td></tr><tr><td>Mon Sep 12, 2016</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-459</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Tue Oct 18, 2016</td><td>1pm-3pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-274</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon Nov 7, 2016</td><td>1:00pm-2:00pm</td><td>Jie Wu &#x26; Vincent Butty</td><td>Building 68</td><td>68-181</td><td>A Traveler's companion to RNA-Seq interpretation session 1 <a href="http://rowley.mit.edu/dropbox/RNA_Seq_Training/2016-RNASeqTrainingSession1.pdf">[3]</a></td></tr><tr><td>Mon Nov 14, 2016</td><td>1:00pm-2:00pm</td><td>Jie Wu &#x26; Vincent Butty</td><td>Building 68</td><td>68-181</td><td>A Traveler's companion to RNA-Seq interpretation session 2 <a href="http://rowley.mit.edu/dropbox/RNA_Seq_Training/2016-RNASeqTrainingSession2.pdf">[4]</a></td></tr><tr><td>Mon Dec 12, 2016</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-259</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Thurs Jan 19, 2017</td><td>1pm-3pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-274</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Fri Feb 3, 2017</td><td>12:00pm-2:00pm</td><td>Charlie Whittaker and Duanduan Ma</td><td>Building 14N (DIRC)</td><td>14N-132</td><td>Visualizing and Accessing Genomic Data Using Publically Available Genome Browsers and Databases</td></tr><tr><td>Mon Mar 13, 2017</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-374</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon April 24, 2017</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-574</td><td>Introduction to Python</td></tr><tr><td>Mon May 1, 2017</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-374</td><td>Introduction to Python</td></tr><tr><td>Mon June 5, 2017</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-121</td><td>Introduction to Python</td></tr><tr><td>Mon July 10, 2017</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-559</td><td>Introduction to Python</td></tr><tr><td>Mon Aug 28, 2017</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-374</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon Sep 25, 2017</td><td>2:00pm-3:00pm</td><td>Vincent Butty</td><td>Building 68</td><td>68-181</td><td>RNA-Seq Experimental design + QC ; Slides <a href="https://www.dropbox.com/s/p0mj0jubnuf6tm1/2017-RNASeqTrainingSession1.pdf?dl=0">[5]</a></td></tr><tr><td>Mon Oct 2, 2017</td><td>1:00pm-2:00pm</td><td>Vincent Butty</td><td>Building 68</td><td>68-181</td><td>RNA-Seq analysis ; Slides <a href="https://www.dropbox.com/s/wojp2n5gy72vzn1/RNASeq_Tranining_pt2_100217.pdf?dl=0">[6]</a></td></tr><tr><td>Mon Nov 13, 2017</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-259</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon Dec 11, 2017</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 56</td><td>56-602</td><td>Introduction to R</td></tr><tr><td>Wed Jan 31, 2018</td><td>10am-12pm</td><td>Charlie Whittaker</td><td>Building 14N (DIRC)</td><td>14N-132</td><td>Gene Set Enrichment Analysis</td></tr><tr><td>Mon Feb 12, 2018</td><td>1pm-4pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-459</td><td>Introduction to R</td></tr><tr><td>Mon Mar 12, 2018</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 56</td><td>56-602</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon Apr 23, 2018</td><td>1:30pm-2:30pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-181</td><td>Introduction to Biopython</td></tr><tr><td>Mon May 14, 2018</td><td>2:30pm-3:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-259</td><td>Introduction to Biopython</td></tr><tr><td>Mon June 11, 2018</td><td>2:00pm-4:00pm</td><td>Duanduan Ma</td><td>Building 56</td><td>56-602</td><td>Introduction to UNIX and the KI/BioMicro computational resourceso Biopython</td></tr><tr><td>Mon July 16, 2018</td><td>2:30pm-4:00pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-121</td><td>Introduction of Python to biologists session 1</td></tr><tr><td>Mon August 13, 2018</td><td>2:30pm-4:00pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-559</td><td>Introduction of Python to biologists session 2</td></tr><tr><td>Mon September 10, 2018</td><td>2:00pm-4:00pm</td><td>Duanduan Ma</td><td>Building 56</td><td>56-602</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Tue October 23, 2018</td><td>1:30pm-2:30pm</td><td>Vincent Butty</td><td>Building 68</td><td>68-181</td><td>A Traveler's companion to RNA-Seq interpretation session 1 - Slides <a href="https://www.dropbox.com/s/0l8qzsl2eur8357/2018-RNASeqTrainingSession1.pdf?dl=0">[7]</a></td></tr><tr><td>Mon November 5, 2018</td><td>1pm-2pm</td><td>Vincent Butty</td><td>Building 68</td><td>68-181</td><td>A Traveler's companion to RNA-Seq interpretation session 2 - Slides <a href="https://www.dropbox.com/s/o229bslzkoprf0a/RNASeq_Tranining_pt2_110518.pdf?dl=0">[8]</a></td></tr><tr><td>Mon December 10, 2018</td><td>2:00pm-4:00pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-259</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Thursday Jan 31, 2019</td><td>10am-12pm</td><td>Charlie Whittaker</td><td>Building 14N (DIRC)</td><td>14N-132</td><td>Gene Set Enrichment Analysis</td></tr><tr><td>Mon February 11, 2019</td><td>2:30pm-4:00pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-674</td><td>Introduction of Python to biologists session 1</td></tr><tr><td>Mon March 11, 2019</td><td>2:30pm-4:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-259</td><td>Introduction of Python to biologists session 2</td></tr><tr><td>Mon April 8, 2019</td><td>2:00pm-4:00pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-180</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon May 13, 2019</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-121</td><td>Introduction to R session 1</td></tr><tr><td>Mon June 10, 2019</td><td>2pm-4pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-659</td><td>Introduction to R session 2</td></tr><tr><td>Mon July 8, 2019</td><td>2:00pm-4:00pm</td><td>Duanduan Ma</td><td>Building 68</td><td>68-574</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Tue August 27, 2019</td><td>2:30pm-3:30pm</td><td>Jingzhi Zhu &#x26; Duanduan Ma</td><td>Building 76</td><td>76-659</td><td>How to install software packages yourself on computing clusters</td></tr><tr><td>Wed September 25, 2019</td><td>1:00pm-2:00pm</td><td>Vincent Butty</td><td>Building 68</td><td>68-181</td><td>A Traveler's companion to RNA-Seq interpretation session 1 - Slides <a href="https://www.dropbox.com/s/0swr3trx0tq6ylf/2019-RNASeqTrainingSession1_092519.pdf?dl=0">[9]</a></td></tr><tr><td>Wed October 2, 2019</td><td>1:00pm-2:00pm</td><td>Vincent Butty</td><td>Building 68</td><td>68-181</td><td>A Traveler's companion to RNA-Seq interpretation session 2 - Slides <a href="https://www.dropbox.com/s/43a3wgeur3gvmjg/RNASeq_Tranining_pt2_100219_prePPT.pdf?dl=0">[10]</a></td></tr><tr><td>Mon November 18, 2019</td><td>2:00pm-4:00pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-659</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Tues December 10, 2019</td><td>1:00pm-2:00pm</td><td>BMC/IGB core (Vincent Butty)</td><td>Building 68</td><td>68-181</td><td>Single Cell RNA-Seq Slides: <a href="https://www.dropbox.com/s/ow5g18egngupipu/scRNASeq_December10.pdf?dl=0">[11]</a></td></tr><tr><td>Mon January 31, 2020</td><td>2:00pm-3:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-659</td><td>Introduction of machine learning and its applications in biology</td></tr><tr><td>Mon February 10, 2020</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-659</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon March 9, 2020</td><td>2:30pm-4:00pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-659</td><td>Introduction of Python to biologists session 1</td></tr><tr><td>Mon April 17, 2020</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Fri May 8, 2020</td><td>1:00pm-3:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to R session 1</td></tr><tr><td>Wed May 13, 2020</td><td>1:00pm-3:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to R session 2</td></tr><tr><td>Fri May 27, 2020</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction of Python to biologists session 2</td></tr><tr><td>Fri June 5, 2020</td><td>2:00pm-4:00pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction of Python to biologists session 1</td></tr><tr><td>Mon June 8, 2020</td><td>2:00pm-4:00pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction of Python to biologists session 2</td></tr><tr><td>Mon June 15, 2020</td><td>2:00pm-4:00pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Biopython</td></tr><tr><td>Mon July 20, 2020</td><td>2:00pm-4:00pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon September 14, 2020</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction of machine learning and its applications in biology session I</td></tr><tr><td>Mon September 21, 2020</td><td>2:00pm-4:30pm</td><td>Duanduan Ma and Huiming Ding</td><td>Zoom</td><td>Zoom link</td><td>Introduction of machine learning and its applications in biology session II</td></tr><tr><td>Mon October 19, 2020</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Mon October 26, 2020</td><td>2:00pm-4:30pm</td><td>Jingzhi Zhu</td><td>Zoom</td><td>Zoom link</td><td>How to install software packages yourself on computing clusters</td></tr><tr><td>Mon November 9, 2020</td><td>2:00pm-4:30pm</td><td>Dikshant Pradhan</td><td>Zoom</td><td>Zoom link</td><td>Public Data Repositories</td></tr><tr><td>Wed December 9, 2020</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to R session 1</td></tr><tr><td>Wed December 16, 2020</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to R session 2</td></tr><tr><td>Tuesday February 16, 2021</td><td>2pm-4:30pm</td><td>Duanduan Ma</td><td>zoom</td><td>zoom link</td><td>Introduction to UNIX and the KI/BioMicro computational resources session I</td></tr><tr><td>Monday February 22, 2021</td><td>2pm-4:30pm</td><td>Jingzhi Zhu, Duanduan Ma</td><td>zoom</td><td>zoom link</td><td>Introduction to UNIX and the KI/BioMicro computational resources session II</td></tr><tr><td>Monday March 15, 2021</td><td>2pm-4:30pm</td><td>Duanduan Ma</td><td>zoom</td><td>zoom link</td><td>Introduction of Python to biologists session I</td></tr><tr><td>Monday March 22, 2021</td><td>2pm-4:30pm</td><td>Duanduan Ma</td><td>zoom</td><td>zoom link</td><td>Introduction of Python to biologists session II</td></tr><tr><td>Monday March 29, 2021</td><td>2pm-4:30pm</td><td>Duanduan Ma</td><td>zoom</td><td>zoom link</td><td>Introduction to Biopython</td></tr><tr><td>Monday April 12, 2021</td><td>2pm-3pm</td><td>Vincent Butty</td><td>zoom</td><td>zoom link</td><td>A Traveler's companion to RNA-Seq interpretation session I</td></tr><tr><td>Monday April 26, 2021</td><td>2pm-3pm</td><td>Vincent Butty</td><td>zoom</td><td>zoom link</td><td>A Traveler's companion to RNA-Seq interpretation session II</td></tr><tr><td>Monday May 3, 2021</td><td>2pm-3pm</td><td>Vincent Butty</td><td>zoom</td><td>zoom link</td><td>Single Cell RNA-seq</td></tr><tr><td>Monday May 10, 2021</td><td>2pm-4:30pm</td><td>Duanduan Ma</td><td>zoom</td><td>zoom link</td><td>Introduction to UNIX and the KI/BioMicro computational resources session I</td></tr><tr><td>Monday May 17, 2021</td><td>2pm-4:30pm</td><td>Jingzhi Zhu, Duanduan Ma</td><td>zoom</td><td>zoom link</td><td>Introduction to UNIX and the KI/BioMicro computational resources session II</td></tr><tr><td>Monday June 7, 2021</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to R session 1</td></tr><tr><td>Monday June 14, 2021</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to R session 2</td></tr><tr><td>Monday September 13, 2021</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to UNIX and the KI/BioMicro computational resources</td></tr><tr><td>Monday September 20, 2021</td><td>2:00pm-4:30pm</td><td>Jingzhi Zhu</td><td>Zoom</td><td>Zoom link</td><td>Effective utilization of IGB computational resources - SLURM &#x26; CONDA</td></tr><tr><td>Monday October 11, 2021</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Python session I</td></tr><tr><td>Monday October 18, 2021</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Python session II</td></tr><tr><td>Monday October 25, 2021</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Biopython</td></tr><tr><td>Monday November 1, 2021</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Data processing and visualization using Python: Introduction to Pandas</td></tr><tr><td>Monday November 8, 2021</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Data processing and visualization using Python: Introduction to Matplotlib</td></tr><tr><td>Monday November 15, 2021</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Data processing and visualization using Python: Introduction to Seaborn</td></tr><tr><td>Monday December 13, 2021</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Linux and the IGB computational resources</td></tr><tr><td>Tuesday February 8, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma and Jingzhi Zhu</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Linux and the KI/BioMicro computational resources</td></tr><tr><td>Thursday March 3rd, 2022</td><td>2:00pm-3:00pm</td><td>Dikshant Pradhan</td><td>Zoom</td><td>Zoom link</td><td>Public Data Repositories</td></tr><tr><td>Monday March 14th, 2022</td><td>1:00pm-3:30pm</td><td>Vincent Butty</td><td>Zoom</td><td>Zoom link</td><td>RNA-Seq Design and Analysis Session I</td></tr><tr><td>Tuesday March 15th, 2022</td><td>1:00pm-3:30pm</td><td>Vincent Butty</td><td>Zoom</td><td>Zoom link</td><td>RNA-Seq Design and Analysis Session II</td></tr><tr><td>Thursday March 17th, 2022</td><td>1:00pm-3:30pm</td><td>Vincent Butty</td><td>Zoom</td><td>Zoom link</td><td>RNA-Seq Design and Analysis Session III</td></tr><tr><td>Monday March 28, 2022</td><td>1:00pm-3:30pm</td><td>Duanduan Ma and Jingzhi Zhu</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Linux and the KI/BioMicro computational resources</td></tr><tr><td>Monday April 11, 2022</td><td>1:00pm-3:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to R session 1</td></tr><tr><td>Wednesday April 13, 2022</td><td>1:00pm-3:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to R session 2</td></tr><tr><td>Monday Apil 25th, 2022</td><td>1:00pm-3:30pm</td><td>Charlie Whittaker Dikshant Pradhan</td><td>Zoom</td><td>Zoom link</td><td>RNAseq HandsOn session 1</td></tr><tr><td>Wednesday Apil 27th, 2022</td><td>1:00pm-3:30pm</td><td>Charlie Whittaker Dikshant Pradhan</td><td>Zoom</td><td>Zoom link</td><td>RNAseq HandsOn session 2</td></tr><tr><td>Friday Apil 27th, 2022</td><td>1:00pm-3:30pm</td><td>Charlie Whittaker Dikshant Pradhan</td><td>Zoom</td><td>Zoom link</td><td>RNAseq HandsOn session 3</td></tr><tr><td>Monday September 19th, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma Jingzhi Zhu</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Linux and Cluster Computing</td></tr><tr><td>Monday October 3rd, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction of Python to biologists session I</td></tr><tr><td>Tuesday October 4th, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction of Python to biologists session II</td></tr><tr><td>Friday October 7th, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Biopython</td></tr><tr><td>Monday October 31st, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Data processing and visualization using Python: Introduction to Matplotlib</td></tr><tr><td>Wednesday November 2nd, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Data processing and visualization using Python: Introduction to Pandas</td></tr><tr><td>Friday November 4th, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Data processing and visualization using Python: Introduction to Seaborn</td></tr><tr><td>Monday November 14th, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction of machine learning and its applications in biology. session I</td></tr><tr><td>Wednesday November 16th, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction of machine learning and its applications in biology. session II</td></tr><tr><td>Monday December 5th, 2022</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Linux and Cluster Computing</td></tr><tr><td>Monday February 6th, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Linux and Cluster Computing</td></tr><tr><td>Tuesday February 21, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to R session 1</td></tr><tr><td>Wednesday February 22, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to R session 2</td></tr><tr><td>Mon March 13, 2023</td><td>2:00pm-3:30pm</td><td>Stuart Levine</td><td>Zoom</td><td>Zoom link</td><td>Advanced Excel/Google Sheets for Biologists &#x26; Administrators</td></tr><tr><td>Monday April 3rd, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction of Python to biologists session I</td></tr><tr><td>Wednesday April 5th, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction of Python to biologists session II</td></tr><tr><td>Monday April 10th, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Version control with Git session I</td></tr><tr><td>Wednesday April 12th, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Version control with Git session II</td></tr><tr><td>Monday April 24th, 2023</td><td>1:00pm-3:30pm</td><td>Vincent Butty</td><td>Zoom</td><td>Zoom link</td><td>Bulk RNA-Seq Design and Analysis Session I</td></tr><tr><td>Wednesday April 26th, 2023</td><td>1:00pm-3:30pm</td><td>Vincent Butty</td><td>Zoom</td><td>Zoom link</td><td>Bulk RNA-Seq Design and Analysis Session II</td></tr><tr><td>Thursday April 27th, 2023</td><td>1:00pm-3:30pm</td><td>Vincent Butty</td><td>Zoom</td><td>Zoom link</td><td>Single cell RNA-Seq Design and Analysis Session I</td></tr><tr><td>Friday April 28th, 2023</td><td>1:00pm-3:30pm</td><td>Vincent Butty</td><td>Zoom</td><td>Zoom link</td><td>Single cell RNA-Seq Design and Analysis Session II</td></tr><tr><td>Monday May 1st, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Zoom</td><td>Zoom link</td><td>Introduction to Linux and Cluster Computing</td></tr><tr><td>Monday May 15th, 2023</td><td>1:00pm-3:00pm</td><td>Charlie Whittaker</td><td>Zoom</td><td>Zoom link</td><td>RNAseq HandsOn session 1</td></tr><tr><td>Wednesday May 17th, 2023</td><td>1:00pm-3:00pm</td><td>Charlie Whittaker</td><td>Zoom</td><td>Zoom link</td><td>RNAseq HandsOn session 2</td></tr><tr><td>Thursday May 18th, 2023</td><td>1:00pm-3:00pm</td><td>Charlie Whittaker</td><td>Zoom</td><td>Zoom link</td><td>RNAseq HandsOn session 3</td></tr><tr><td>nday September 18th, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Building 56</td><td>56-602</td><td>Introduction to Linux and Cluster Computing</td></tr><tr><td>Tuesday September 26, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Building 56</td><td>56-602</td><td>Introduction of Python to biologists session I</td></tr><tr><td>Wednesday September 27, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-659</td><td>Introduction of Python to biologists session II</td></tr><tr><td>Thursday September 28, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-559</td><td>Introduction to Biopython</td></tr><tr><td>Monday October 16, 2023</td><td>2:00pm-4:30pm</td><td>Allen Soberanes &#x26; Duanduan Ma</td><td>Building 76</td><td>76-259</td><td>Introduction to Linux and Cluster Computing</td></tr><tr><td>Monday October 23th, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-259</td><td>Data processing and visualization using Python: Introduction to Pandas</td></tr><tr><td>Tuesday October 24th, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-659</td><td>Data processing and visualization using Python: Introduction to Matplotlib</td></tr><tr><td>Wednesday October 25th, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-359</td><td>Data processing and visualization using Python: Introduction to Seaborn</td></tr><tr><td>Monday November 13th, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-259</td><td>Introduction of machine learning and its applications in biology. session I</td></tr><tr><td>Tuesday November 14th, 2023</td><td>2:00pm-4:30pm</td><td>Duanduan Ma</td><td>Building 76</td><td>76-659</td><td>Introduction of machine learning and its applications in biology. session II</td></tr><tr><td>Monday November 27th, 2023</td><td>2:00pm-4:30pm</td><td>Allen Soberanes &#x26; Duanduan Ma</td><td>Building 76</td><td>76-259</td><td>Introduction to Unix and cluster computing</td></tr><tr><td>Monday December 12th, 2023</td><td>2:00pm-4:30pm</td><td>Charlie Demurjian</td><td>TBD</td><td>TBD</td><td>Data Deposition in Public Repositorie</td></tr></tbody></table>

| Monday February 5, 2024   | 2:00pm-4:30pm | Allen Soberanes  | Building 68 | 68-352 | Introduction to Linux and Cluster Computing                                      |
| ------------------------- | ------------- | ---------------- | ----------- | ------ | -------------------------------------------------------------------------------- |
| Tuesday February 20, 2024 | 2:00pm-4:30pm | Duanduan Ma      | Building 68 | 68-156 | Introduction to R                                                                |
| Monday March 4, 2024      | 1:00pm-3:00pm | Vincent Butty    | Building 68 | 68-181 | Single-Cell RNA-Seq Session 1                                                    |
| Tuesday March 5, 2024     | 1:00pm-3:00pm | Vincent Butty    | Building 68 | 68-180 | Single-Cell RNA-Seq Session 2                                                    |
| Wednesday March 6, 2024   | 1:00pm-3:00pm | Vincent Butty    | Building 68 | 68-181 | Bulk RNA-Seq Session 1                                                           |
| Thursday March 7, 2024    | 1:00pm-3:00pm | Vincent Butty    | Building 68 | 68-180 | Bulk RNA-Seq Session 2                                                           |
| Monday March 18, 2024     | 2:00pm-4:30pm | Allen Soberanes  | Building 68 | 68-474 | Introduction to Linux and Cluster Computing                                      |
| Monday April 1, 2024      | 2:00pm-4:30pm | Duanduan Ma      | Building 68 | 68-156 | Introduction to Python                                                           |
| Monday April 8, 2024      | 2:00pm-4:30pm | Duanduan Ma      | Building 68 | 68-374 | Biopython                                                                        |
| Monday April 15, 2024     | 2:00pm-4:30pm | Duanduan Ma      | Building 68 | 68-156 | Machine Learning with Python                                                     |
| Monday April 22, 2024     | 2:00pm-4:30pm | Duanduan Ma      | TBD         | TBD    | Data Processing with Python                                                      |
| Monday April 29, 2024     | 2:00pm-4:30pm | Allen Soberanes  | Building 68 | 68-156 | Introduction to Linux and Cluster Computing                                      |
| Tuesday May 21, 2024      | TBD           | Charlie Whitaker | TBD         | TBD    | Shared workflows and containerized computing for Bulk RNA-Seq Analysis Session 1 |
| Wednesday May 22, 2024    | TBD           | Charlie Whitaker | TBD         | TBD    | Shared workflows and containerized computing for Bulk RNA-Seq Analysis Session 2 |
| Thursday May 23, 2024     | TBD           | Charlie Whitaker | TBD         | TBD    | Shared workflows and containerized computing for Bulk RNA-Seq Analysis Session 3 |