• DNA-mapping*
• ChIP-seq*
• RNA-seq*
• ATAC-seq*
• scRNA-seq
• Hi-C
• Whole Genome Bisulfite Seq/WGBS

(*Also available in "allele-specific" mode)

snakePipes can be installed via conda :

'conda install -c mpi-ie -c bioconda -c conda-forge snakePipes'.

Source code (https://github.com/maxplanck-ie/snakepipes) and documentation (https://snakepipes.readthedocs.io/en/latest/) are available online.

Address of the bookmark: https://github.com/maxplanck-ie/snakepipes

More at https://dahak-metagenomics.github.io/dahak/

Address of the bookmark: https://github.com/dahak-metagenomics/dahak

If you are interested in gene prediction, have a look at GenomeThreader.

http://genometools.org/pub/

Address of the bookmark: http://genometools.org/

https://csgillespie.github.io/efficientR/

https://r-graphics.org/

https://rstudio-education.github.io/hopr/

https://r-pkgs.org/

https://r4ds.had.co.nz/

Address of the bookmark: https://r-graphics.org/

The aims of bio/medical research are also broad, including:
• Understanding mechanism of disease
• Understanding the impact of genetic and external factors on human health
• Designing and evaluating new therapeutic interventions
• Health genomics

List of Research Institutes in India (Biological Sciences)

BANGALORE
Ashoka Trust for Ecology and the Environment
Royal Enclave, Srirampura, Jakkur Post, Bangalore-560064
Email: info@atree.org
Web: www.atree.org/
Research: ATREE deals with issues relating to the environmental, social and economic dimensions, and implications of, biological resources and natural ecosystems

Indian Institute of Science
Indian Institute of Science, Bangalore 560 012, Karnataka
Email:regr@admin.iisc.ernet.in
Web: www.iisc.ernet.in/
Research Areas: Biochemistry, ecological sciences, microbiology & cell biology, molecular biophysics, molecular reproduction, development & genetics.

Jawaharlal Nehru Centre for Advanced Scientific Research
Jakkur, Bangalore 560 064, Karnataka
Email: academic@jncasr.ac.in
Web: www.jncasr.ac.in/
Research Areas: Evolutionary and organismal biology, molecular biology and genetics.

National Centre for Biological Science
GKVK, Bellary Road,
Email: dean@ncbs.res.in
Web: www.ncbs.res.in
Research Areas: The research interests of the faculty range from single molecules to systems biology.

National Institute of Mental Health and Neurosciences
Bangalore 560029, Karnataka
Email: info@nimhans.kar.nic.in
Web: nimhans.kar.nic.in/
Research Areas: Biophysics, biostatistics, clinical psychology, epidemiology, human genetics, mental health education, neuroanaesthesia, neurochemistry, neuro imaging and interventional radiology, neurology, neuromicrobiology, neuropathology, neurophysiology, neurosurgery, neurovirology.

Stem Cell Institute
NCBS, GKVK, Bellary Road,
Email: ramas@ncbs.res.in
Web: underconstruction

University of Agricultural Sciences
GKVK, Bangalore 5600065, Karnataka
Email: root@uas.kar.nic.in
Web: uasbng.kar.nic.in/Default.htm
BARODA

Maharaja Sayajirao University of Baroda
Fatehgunj, Vadodara 390 002, Gujarat
Web: msubaroda.ac.in/

BHOPAL
Indian Institute of Science Education and Research–Bhopal
Govindpura, Bhopal - 23
E-mail: director@iiserbhopal.ac.in
Web: www.iiserbhopal.ac.in/
Research Areas: All areas of basic sciences – Biology, chemistry, math and physics
BHUBANESHWAR
Institute of Life Sciences
Bhubaneswar 751 023, Orissa
Web: www.ils.res.in
Research Areas: Cancer, malaria, age diseases, stress biology, ecophysiology, plant molecular physiology, filariasis, tuberculosis, bio-perspecitve, agricultural biotechnology, bio-informatics.

National Institute of Science Education and Research – Bhubaneshwar
Institute of Physics Campus, Bhubaneswar, Orissa - 751 005,
e-mail : director@niser.ac.in
Web: www.niser.ac.in/
Research Areas: All areas of basic sciences – Biology, chemistry, math and physics.

Regional Research Laboratory
Bhubaneswar 751 013, Orissa
Email: root@csrrlbhu.ren.nic.in
Web: www.icast.org.in/csir/rrl_bhu.html
Research Areas: Survey & cultivation of aromatic, medicinal and other economic plants.

Utkal University
Vani Vihar, Bhubaneswar 751 004, Orissa
Web: www.utkaluniversity.org/
CHANDIGARH
Indian Institute of Science Education and Research –Mohali
Chandigarh
Email: webmaster@iisermohali.ac.in
Web: www.iisermohali.ac.in/
Research Areas: All areas of basic sciences – Biology,
chemistry, math and physics

Institute of Microbial Technology
Sector 39–A, Chandigarh 160 036
Email: raghava@imtech.res.in
Web: www.imtech.res.in/
Research Areas: Molecular biology and microbial genetics,
animal cell/tissue culture and protein engineering.

Panjab University
Chandigarh 160 014
Email: pulib@puchd.ren.nic.in
Web: www.puchd.ac.in/

Postgraduate institute of Medical Education and Research
Sector-12, Chandigarh, 160 012
Email: pgimer@chd.nic.in
Web: pgimer.nic.in/
Research Areas: Obstetrics and gynaecology, psychiatry,
biochemistry, haematology, clinical parasitology etc.
CHENNAI
Indian Institute of Technology Madras
Chennai 600 036, Tamil Nadu
Email: tppro@acer.iitm.ernet.in
Web: www.iitm.ac.in
Research Areas: Engineering: Biotechnology.

University of Madras
University Centenary Building, Chepauk, Chennai 600 005, Tamil Nadu
Email: webmaster@unom.ac.in
Web: www.unom.ac.in/
DARJEELING
University of North Bengal
Raja Rammohunpur, Darjeeling 734 430, West Bengal
Email:(Registrar): regnbu@dte.vsnl.net.in
Web: www.nbu.ac.in/
DELHI
All India Institute of Medical Sciences
New Delhi
Email: webmastr@aiims.ac.in
Web: www.aiims.ac.in/

Institute of Genomics and Integrative Biology
Delhi University Campus, Mall Road, Delhi 110 007
Email: info@igib.res.in
Web: www.igib.res.in/
Research Areas: Allergy and immunology, diagnostics, genetic engineering, bio-organics and high-tech reagents.

Indian Institute of Technology Delhi
Hauz Khas, New Delhi 110 016
Email: malhotra@admin.iitd.ernet.in
Web: www.iitd.ac.in
Research Areas: Engineering: Biochemical engineering & biotechnology.
International Centre for Genetic Engineering and Biotechnology

ICGEB Campus, Aruna Asaf Ali Marg,
New Delhi 110 067
Web: www.icgeb.trieste.it/
Research Areas: Mammalian biology:
Virology immunology, malaria,
recombinant gene products,
Plant molecular biology, plant transformation,
insect resistance, plant resistance.

Jawaharlal Nehru University
New Delhi
Email: webmaster@mail.jnu.ac.in
Web: www.jnu.ac.in

National Centre for Plant Genome Research
JNU Campus, New Delhi
Email: tapas_s3@yahoo.co.in
Web: ncpgr.nic.in/
Research Areas: Nutritional, structural, and functional genomics of various plant systems.

National Institute of Immunology
Aruna Asaf Ali Marg, New Delhi 110 067
Web: www.nii.res.in/
Research Areas: Gene regulation, immunity & infection, molecular design, reproduction & development.

TERI University
Vasant Kunj, New Delhi - 110 070 / India
E-mail: registrar@teri.res.in
Web: www.teriuniversity.ac.in
Research Areas: Environmental Studies, Natural Resources Management, Climate Science and Policy, Plant Biotechnology

University of Delhi
University Road, Delhi 110 007
Email: webmaster@du.ac.in
Web: www.du.ac.in/
GOA
National Centre for Antarctic and Ocean Research
Headland Sada, Vasco-da-Gama 403 804, Goa
Email: info@ncaor.org
Research Areas: Co–ordination and implementation of the Indian Antarctic Programme.


National Institute of Oceanography
Dona Paula 403 004, Goa
Email: webmaster@darya.nio.org
Web: www.nio.org/
Research Areas: International geosphere-bio-sphere programme, marine biotechnology.
GURGAON
National Brain Research Centre
Near NSG Campus, Nainwal Mode, Manesar, Gurgaon, Haryana
Email: info@nbrc.ac.in
Web: www.nbrc.ac.in/
Research Areas: Brain research.
GUWAHATI
Indian Institute of Technology Guwahati
North Guwahati, Guwahati 781 039, Assam
Email: mcb@iitg.ernet.in
Web: www.iitg.ernet.in
Research Areas: Engineering: Biotechnology.


Gauhati University
Gopinath Bordoloi Nagar, Guwahati 781 014, Assam
Web: http://www.gauhati.ac.in/.
HYDERABAD
Centre for Cellular & Molecular Biology
Uppal Road, Hyderabad 500 007, Andhra Pradesh
Email: (Director): lalji@ccmb.res.in
Web: www.ccmb.res.in/
Research Areas: Biophysics & biochemistry, molecular biology, genetics & evolution, biomedicines & biotechnology.


Centre for DNA Fingerprinting and Diagnostics
CDFD, Bldg. 7, Gruhakalpa, 5-4-399/B, Nampally, Hyderabad - 500 001.
Email: director@cdfd.org.in
Web: www.cdfd.org.in/
Research Areas: Automated genome analysis, bacterial genetics, cancer biology, cell biology & gene expression, computational biology, computational & functional genomics, immunology, mammalian genetics, molecular genetics, molecular oncology, molecular virology, structural biology, transcription, developmental neuroscience and drosophila genetics.


Indian Institute of Chemical Technology
Uppal Road, Hyderabad 500 007, Andhra Pradesh
Email: kvr@iict.ap.nic.in, sampath@iict.ap.nic.in
Web: www.iictindia.org/
Research Areas: Pesticides, drugs, organic intermediates and fine chemicals.


LV Prasad Eye Intstitute
Hyderabad, Andhra Pradesh, India
Email: communications@lvpei.org
Web: www.lvpei.org/
LVPEI is a World Health Organization Collaborating Center for Prevention of Blindness. Equipped with cutting-edge technology and distinguished professionals in the field of Eye care


University of Hyderabad
P.O. Central University, Gachibowli, Hyderabad 500 046, Andhra Pradesh
Email: trctcs@uohyd.ernet.in
Web: www.uohyd.ernet.in/
IMPHAL
Institute of Bioresources and Sustainable Development
Takyelpat, Imphal 795 001, Manipur
Email: ibsd_imp@sancharnet.in, ibsd-imphal@man.nic.in
Web: ibsd-imphal.nic.in/
Research Areas: Conservation of biodiversity and sustainable utilisation of biodiversity.
ITANAGAR
North Eastern Regional Institute of Science and Technology
Itanagar, Nirjuli, Papumpare 791 109, Arunachal Pradesh
Email: dir@nerist.ernet.in
Web: www.nerist.ac.in/
Research Areas: Agricultural engineering, forestry.
JAIPUR
University of Rajasthan
Jaipur 320 004, Rajasthan
Email: info@uniraj.org
Web: www.uniraj.org/
JAMMU and KASHMIR
Regional Research Laboratory
Canal Road, Jammu 130 001, Jammu & Kashmir
Email: (Director): qazi_gn@yahoo.com, root@csrrljm.ren.nic.in
Web: www.rrljammu.org/
Research Areas: Natural products & organic chemistry, improvement & cultivation of medicinal and aromatic plants, post harvest technology and applied microbiology & mutation genetics.

University of Jammu
Jammu 180 006, Jammu & Kashmir
Web: www.jammuuniversity.org/

University of Kashmir
Hazratbal,Srinagar-190006,Jammu and Kashmir
Email: info@kashmiruniversity.net
Web: http://www.kashmiruniversity.net/

Sher-i-Kashmir Institute of Medical Science (SKIMS)
Srinagar, Jammu and Kashmir
Email: skimsweb@gmail.com
Web: http://www.skims.ac.in/

Sher-e-Kashmir University of Agricultural Sciences and Technology (SKUAST)
Shalimar Campus, Srinagar - 191121 Jammu and Kashmir
Email: skuastkashmir@gmail.com
Web: http://www.skuastkashmir.ac.in/
Research Areas: Agricultural Sciences, fisheries and veterinary sciences.
JORHAT
Regional Research Laboratory
Jorhat 785 006, Assam
Email: drrljt@csir.res.in, inform@csir.res.in
Web: jorhat.nic.in/rrl.htm
Research Areas: Agrochemicals, drugs and drug intermediates, organic chemistry, biochemistry.
KANPUR
Indian Institute of Technology Kanpur
GT Road, Kalyanpur, Kanpur 208 016, Uttar Pradesh
Email: infocell@iitk.ac.in
Web: www.iitk.ac.in/
Research Areas: Engineering: Biological sciences & bioengineering.
KHARAGPUR
Indian Institute of Technology Kharagpur
Kharagpur 721 302, West Bengal
Email: (PRO): ashok@hijli.iitkgp.ernet.in
Web: www.iitkgp.ernet.in/
Research Areas: Engineering: Biotechnology.
KOCHI
Cochin University of Science and Technology
South Kalamessery, Kochi 682 022, Kerala
Email: webmaster@cusat.ac.in
Web: www.cusat.ac.in/.
KOLKATA
Bose Institute
93/1, Acharya Prafulla Chandra Road, Kolkata 700 009, West Bengal
Email: sidroy@bic.boseinst.ernet.in
Web: www.boseinstitute.org/
Research Areas: Bioinformatics & computational biology, structure and functional dynamics of biomolecules, drug modeling, molecular genetics of microbes, transgenic plants etc.


Indian Institute of Chemical Biology
4, Raja S.C. Mullick Road, Jadavpur, Kolkata 700 032, West Bengal
Email: (Director): director@iicb.res.in
Web: www.iicb.res.in/
Research Areas: Natural products of medicinal, biological and industrial value, immunoassay techniques, tissue-targeted drug-delivery system.


Indian Institute of Science Education and Research –Kolkata
Mohanpur, Nadia, West Bengal
Web: www.iiserkol.ac.in/
Research Areas: All areas of basic sciences – Biology, chemistry, math and physics


Indian Statistical Institute, Kolkata
203 Barrackpore Trunk Road, Kolkata 700 108, West Bengal
Email: postmaster@isical.ac.in
Web: www.isical.ac.in/
Research Areas: Agricultural and ecological research, biological anthropology, human genetics.


Jadavpur University
188 Raja S.C. Mallik Road, Kolkata 700 032, West Bengal
Email: registrar@jdvu.ac.in
Web: www.jadavpur.edu/


University of Calcutta
Kolkata 700 009, West Bengal
Web: www.kolkata.org/cu/
KURUKSHETRA
Kurukshetra University
Kurukshetra 136 119, Haryana
Email: jskadian@rediffmail.com
Web: kuk.ernet.in/
LUCKNOW
Birbal Sahni Institute of Palaeobotany
53 University Road, Lucknow, Uttar Pradesh
Email: director@bsip.res.in
Web: www.bsip-india.org/index.htm
Research Areas: Botanical palaeobotany: Morphotaxonomy, palaeoecology, palaeogeography, phylogeny and evolution.


Central Drug Research Institute
Chattar Manzil Palace, Post Box No. 173, Lucknow 226 001, Uttar Pradesh
Email: info@cdriindia.org
Web: www.cdriindia.org/
Research Areas: Development of contraceptives, new drugs for tropical diseases (malaria, filariasis, leishmaniasis), cardio-vascular and central nervous system disorders.


Indian Institute of Science Education and Research –Kolkata
Mohanpur, Nadia, West Bengal
Web: www.iiserkol.ac.in/
Research Areas: All areas of basic sciences – Biology, chemistry, math and physics


Indian Statistical Institute, Kolkata
203 Barrackpore Trunk Road, Kolkata 700 108, West Bengal
Email: postmaster@isical.ac.in
Web: www.isical.ac.in/
Research Areas: Agricultural and ecological research, biological anthropology, human genetics.


Central Institute of Medicinal and Aromatic Plants
Lucknow 226 015, Uttar Pradesh
Email: director@cimap.res.in
Web: www.cimap.res.in/
Research Areas: Agrotechnologies for medicinal and aromatic plants, phytochemistry, plant physiology and biochemistry, pathology, genetics, entomology and pharmacognosy.


Industrial Toxicology Research Centre
Mahatma Gandhi Marg, P.O. Box No. 80, Lucknow 226 001, Uttar Pradesh
Email: info@itrcindia.org
Web: www.itrcindia.org/
Research Areas: Neurotoxicology, environmental health, immunotoxicology and environmental biotechnology.


National Botanical Research Institute
Rana Pratap Marg, Lucknow 226 001, Uttar Pradesh
Email: p.pushpangadan@nbri.res.in
Web: www.nbri-lko.org/
Research Areas: Plant biotechnology, environmental sciences, taxonomy and ethnobotany, plant molecular biology.
MUMBAI
Advanced Centre for Treatment, Research and Education in Cancer (ACTREC)
Tata Memorial Centre, Navi Mumbai - 410 210
Web: www.actrec.gov.in/
Research Areas: Research investigations currently focus on molecular mechanisms of cancer, drug development and emerging therapies for treatment and prevention of cancer.


Bhabha Atomic Research Centre
Trombay, Mumbai 400 085, Maharashtra
Email: webmaster@magnum.barc.ernet.in
Web: www.barc.ernet.in/
Research Areas: Chemical and life sciences, nuclear agriculture.


Bombay Natural History Society
Hornbill House, Shaheed Bhagat Singh Road, Mumbai 400 023, Maharashtra
Email: bnhs@bom4.vsnl.net.in
Web: www.bnhs.org/


Indian Institute of Technology Bombay
Powai, Mumbai 400 076, Maharashtra
Email: registrar@iitb.ac.in
Web: www.iitb.ac.in/
Research Areas: Earth sciences; Science: Biology, chemistry, mathematics, physics.


Tata Institute of Fundamental Research
Homi Bhabha Road, Navy Nagar, Colaba, Mumbai 400 005.
Web: www.tifr.res.in/
Department of Biological Sciences: www.tifr.res.in/~dbs
Research Areas: TIFR is a multidisciplinary research organisation working in the area of Natural Sciences (Biology, Chemistry, and Physics), Mathematics and Computer Science.


University of Mumbai
Vidyanagari, Kalina, Santa Cruz (W), Mumbai 400 098, Maharashtra
Web: www.mu.ac.in/


National Botanical Research Institute
Rana Pratap Marg, Lucknow 226 001, Uttar Pradesh
Email: p.pushpangadan@nbri.res.in
Web: www.nbri-lko.org/
Research Areas: Plant biotechnology, environmental sciences, taxonomy and ethnobotany, plant molecular biology.
NAGPUR
National Environmental Engineering Research Institute
Nehru Marg, Nagpur 440 020, Maharashtra
Email: dirneeri@nagpur.dot.net.in
Web: www.neeri.nic.in/
Research Areas: Environmental biotechnology.
PUNE
Agharkar Research Institute
G.G. Agarkar Road, Pune 411 004, Maharashtra
Web: www.aripune.org/
Research Areas: Animal sciences, microbial sciences, plant sciences.


Indian Institute of Science Education and Research–Pune
Email: director@iiserpune.ac.in
Web: www.iiserpune.ac.in/
Research Areas: All areas of basic sciences – Biology, chemistry, math and physics.


National Chemical Laboratory
Dr. Homi Bhabha Road, Pune 411 008, Maharashtra
Email: director@ems.ncl.res.in
Web: www.ncl-india.org/
Research Areas: biotechnology, biochemistry.>


National Centre for Cell Sciences
NCCS Complex, Ganeshkhind, Pune 411 007, Maharashtra
Email: infonccs@giaspn01.vsnl.net.in
Web: www.nccs.res.in/
Research Areas: Cell biology, molecular biology, immunology, parasitology, hybridoma technology, tissue banking & tissue engineering, regenerative biology, virology (HIV), cancer biology, diabetes, cryobiology transplantation, gene therapy.


University of Pune
Ganeshkhind Road, Pune 411 007, Maharashtra Telephone: 020-5601305
Email: Registrar): regis@unipune.ernet.in
Web: www.unipune.ernet.in/
PALAMPUR
Institute of Himalayan Bioresource Technology
Post Box No. 6, Palampur 176 061, Himachal Pradesh
Email: root@csihbt.ren.nic.in, director@ihbt.csir.res.in
Web: www.icast.org.in/csir/ihbt.html
Research Areas: Floriculture, tea sciences, biotechnology and natural plant products.
PATIALA
Punjabi University
Patiala 147 002, Punjab
Email: ucc@pbi.ac.in
Web: www.universitypunjabi.org/
PILANI
Birla Institute of Technology and Science
Vidhya Vihar Campus, Pilani, 333 031, Rajasthan
Email: mmsanand@bits-pilani.ac.in
Web: www.bits-pilani.ac.in/
ROORKEE
Indian Institute of Technology Roorkee
Roorkee 247 667, Uttaranchal
Email: (Registrar): regis@iitr.ernet.in
Web: www.iitr.ernet.in/
Research Areas: Engineering: Biotechnology.
SHANTINIKETAN
Visva-Bharati University
Santiniketan, Birbhum 731 235, West Bengal
Email: Root@vbharat.ernet.in
Web: www.visva-bharati.ac.in/
SHILLONG
North-Eastern Hill University
Umshing, Shillong 793 022, Meghalaya
Email: admin@nehu.ac.in
Web: www.nehu.ac.in/
SILCHAR
Assam University
P.O. Box 63, Silchar 788 011, Assam
Email: auliba@sancharnet.in, asokesen@sancharnet.in
Web: assamuniversity.nic.in/
TRIVANDUM
Indian Institute of Science Education and Research–Trivandum
Trivandrum, Kerala,India.
Web: www.iisertvm.ac.in/
Research Areas: All areas of basic sciences – Biology, chemistry, math and physics


Rajiv Gandhi Centre for Biotechnology
Thycaud P.O., Thiruvananthapuram 695 , Kerala
Email: info@rgcb.res.in
Web: rgcb.res.in/
Research Areas: Disease biology and molecular medicine, Plant biotechnology


Regional Research Laboratory
Industrial Estate P.O., Pappanamcode, Thiruvananthapuram 695 019, Kerala
Email: root@csrrltrd.ren.nic.in
Web: w3rrlt.csir.res.in/
Research Areas: Chemistry of natural products, agroprocessing, photochemical systems including solar energy conversion, analysis of pollutants and waste-water technology.

VARANASI
Banaras Hindu University
Varanasi 221 005, Uttar Pradesh
Email: webmaster@bhu.ac.in
Web: www.bhu.ac.in/index.html

Rajiv Gandhi Centre for Biotechnology
Thycaud P.O., Thiruvananthapuram 695 , Kerala
Email: info@rgcb.res.in
Web: rgcb.res.in/
Research Areas: Disease biology and molecular medicine, Plant biotechnology


Indian Council for Agricultural Research
Main Web site: www.icar.org.in/
Research Institutes under ICAR: www.icar.org.in/icar15.html


CSIR Laboratories
Main CSIR website–www.csir.res.in/

-------------------------------

Department of Atomic Energy
Main CSIR website–www.barc.ernet.in/


Department of Biotechnology
Main CSIR website–dbtindia.nic.in/index.asp

Dept. of Science & Technology
Main Website: Main Website: www.dst.gov.in/


Indian Council for Medical Research
Main Web site: icmr.nic.in/
Research Institutes under ICMR: icmr.nic.in/institute.htm#Permanent%20Institutes/Centres

Ministry of Environment and Forest
Main Web site: envfor.nic.in/
Research Institutes under ICAR: cyberjournalist.org.in/linksr.html

Unique k-mer is consisted of k-mer keys (i.e. ATCGATCCTTAAGG) that are only presented in one contig, but not presented in any other contigs (for both forward and reverse strands).

This tool accepts the input of a FASTA file consisting of many contigs, and extract unique k-mers for each contig.

The output unique k-mer file and Genome file can be used for fastv: https://github.com/OpenGene/fastv, which is an ultra-fast tool to identify and visualize microbial sequences from sequencing data.

https://github.com/OpenGene/UniqueKMER

Address of the bookmark: https://github.com/OpenGene/UniqueKMER

If you're interested in refreshing your memory or just new to the series, please check previous entries over here: 1 2 3

https://metacpan.org/pod/AI::MXNet

Address of the bookmark: http://blogs.perl.org/users/sergey_kolychev/2018/07/machine-learning-in-perl-kyuubi-goes-to-a-modelzoo-during-the-starry-night.html

• A simple intro to statistical distributions
• hypothesis testing
• linear models.

reading: http://compgenomr.github.io/book/stats.html

slides: https://github.com/BIMSBbioinfo/compgen2021/tree/main/week1/compgen2021_stats.pdf

exercises+code: https://github.com/BIMSBbioinfo/compgen2021/tree/main/week1/

Module 2: Unsupervised learning for genomics (9-15 August 2021)

• Understanding basic intuition behind machine learning approaches.
• Using unsupervised learning to cluster and visualise data points
• Dimension reduction techniques for visualisation and as input to clustering methods

reading: http://compgenomr.github.io/book/unsupervisedLearning.html

slides: https://github.com/BIMSBbioinfo/compgen2021/tree/main/week2/compgen2021_unsupervisedLearning.pdf

exercises+code: https://github.com/BIMSBbioinfo/compgen2021/tree/main/week2/

Module 3: Supervised learning for genomics (16-22 August 2021)

• Understanding and using supervised learning methods for predictive purposes
• How to measure prediction performance
• Understand and use cross-validation and related concepts

reading: http://compgenomr.github.io/book/supervisedLearning.html

slides: https://github.com/BIMSBbioinfo/compgen2021/tree/main/week3/compgen2021_supervisedLearning.pdf

exercises+code: https://github.com/BIMSBbioinfo/compgen2021/tree/main/week3/

https://github.com/BIMSBbioinfo/compgen2021

Address of the bookmark: https://github.com/BIMSBbioinfo/compgen2021

https://www.forbio.uio.no/events/courses/2020/Bergen_Phylogenetics_2020.html

ForBio travel grants
We have changed our travel grants rules. ForBio offers both incoming and outgoing travel grants to fund collaborations between ForBio members based in Norway and taxonomic experts up to NOK 14,000. Grants are given for taxonomic training with relevance to the main research project of the applicant, and aim to allow the student to do taxonomic research with specific experts, work with particular collections, or learn new preparation techniques directly from experts.  Participation in external courses, conferences, fieldwork or other kinds of activities which are not classified as expert-in-training visits are no longer eligible for support.  There are two application deadlines: March 1st 2020.