helpBIOTECH

helpBIOTECH's 8th International Webinar on How to Apply PhD Abroad | 18th April 2026

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 13:53:00 +0000

helpBIOTECH's 8th International Webinar Webinar on

How to Apply PhD Abroad

18th April 2026

Organized by helpBIOTECH Edu & Research Pvt. Limited, India

helpBIOTECH, India is going to conduct a “Webinar on How to Apply PhD Abroad"

Speaker

Dr. Rajasekhar
Managing Director, helpBIOTECH Edu & Research Pvt. Limited

MSc (Microbiology)
PhD (Biotech, JNTU, Hyderabad)
Postdoc (Enzymology France, UK)

15 years of Teaching Experience
10 years Research Experience

Publications : https://pubmed.ncbi.nlm.nih.gov/?term=neeli+Rajasekhar

Objective

He will explain the process, fellowships, making a proper CV, a Great motivational/Covering letter, how to face interview along with all your doubts answered.

Eligibility

Faculty, students, and research scholars from all disciplines. The participants keep ready with their updated CVs and motivational letters for corrections and help.

Date: 18th April 2026

Schedule

7PM-9PM India via Zoom Meeting

How to Participate ?

Pay using the link https://forms.gle/uCyEPy2xbPYwt8JD7

For International Participants

10$ [through PayPal]

Pay using the link https://forms.gle/uCyEPy2xbPYwt8JD7

Contact

Email Us : pnandaraj@gmail.com

WhatsApp +91-96529 56019

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BARC Mumbai Bioinformatics/Molecular Biology Project Opening

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 13:49:00 +0000

Government of India

Bhabha Atomic Research Centre

Trombay

Mumbai-400 085

Advertisement No: 3/2026(R-V)

THE LAST DATE FOR RECEIPT OF APPLICATION:- 28/04/2026

Applications are invited for positions of Research Associate (RA) Fellowship to work on the following R&D projects of Bhabha Atomic Research Centre, Mumbai:

Research Project No. 22

Name of the Research Project : Nuclear agriculture and food preservation to enhance food security

Requirement of RA : 15

Qualification : Ph.D. (Ph.D in Agriculture, Biotechnology, Biochemistry, Microbiology, Molecular Biology, Genetics, Botany, Zoology, Soil Science, Plant Science, Genetics and Plant Breeding, Plant Pathology, Entomology, Life Sciences, Bioinformatics, Food Technology)

1. Practical experience in molecular biology, bioinformatics, biochemistry, genetics and plant breeding, agricultural microbiology, entomology, pathology, soil science and biotechnological research

2. Knowledge and experience in data collection and analysis, usage of computer, and bioinformatics

3. Research publications relevant to the qualifications mentioned above

Field of work : Agriculture & Biotechnology, Food Technology

Nature of work : Research & Development

Duration of RA Fellowship : Maximum 3 Yrs Level of Fellowship : RA-I / RA-II / RA-III

More Info: https://www.barc.gov.in/careers/vacancy13.pdf

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CCRS Trivandrum Plant Taxonomy JRF Vacancy

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 13:40:00 +0000

CCRAS - REGIONAL AYURVEDA RESEARCH INSTITUTE

THIRUVANANTHAPURAM

Poojapura,

Thiruvananthapuram - 695012, Kerala

The interview will be held by the Institute for the engagement of the Junior Research Fellow (Botany) on contract and Co - terminus basis for the IMR Project "Medico Ethno botanical Survey in the forest division of Kollam District of Kerala" of this Institute. Details of which are given below: -

Junior Research Fellow (Botany)

Essential: M.Sc (Botany) degree from any recognized University.

Desirable:

2 Year experience in taxonomy and Field Study, preparation of herbarium, identification of plants and data recording

Preference will be given to those who possess higher qualification or who have previous research experience i.e. having worked for any research project funded by the Ministry of AYUSH, ICMR, CSIR, DST or equivalent organization.

Skills of drafting & editing of scientific documents articles / technical reports etc.

Publication in peer reviewed journals.

Working Knowledge of computer application

More Info: https://ccras.nic.in/wp-content/uploads/2026/04/08042026-JRF-RARI-Thiruvananthapuram-Advt.pdf

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UPASI Pathology JRF Vacancy

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 13:27:00 +0000

TRF/R/JRF/PAT/Apr-26/01 02 April 2026

RECRUITMENT NOTICE

Job Position : Junior Research Fellow (JRF)

No. of Posts : 01

Department : Plant Pathology & Microbiology Division

Location/s : Valparai

Project Title : “Development characterization and evaluation of seaenriched micro and macro algal bioactive formulation (PhycoTEA+) for enhancing plant immunity, integrated disease management, productivity enhancement and quality improvement in tea plantations of south India.”

Project Duration : Three years

Fellowship : Rs. 20,000/month + 8% HRA for 1st and 2nd year Rs. 22,000/month + 8% HRA for 3rd year

Qualifications : M.Sc. in Life sciences & Agriculture (Microbiology /Plant Pathology / Botany)

Upper Age limit : 30 years (The appointment is purely on a contractual basis, and the Institute does not guarantee employment after the completion of the project.)

More Info: https://www.upasitearesearch.org/wp-content/uploads/2026/04/JRF_Pathology_Pinnacle.pdf

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DPU Pune Molecular Biology JRF Opening

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 13:18:00 +0000

Advertisement for position of "Junior Research Fellow" on ANRF (Anusandhan National Research Foundation) funded Advanced Research Grant (ARG) for project titled "Analyzing the link between miR319-TCP cascade and jasmonate signaling in tomato to characterize leaf curling and develop antiviral immunity (File number: ANRF/ARG/2025/000762/LS)"

Interested and eligible candidates should send their complete curriculum vitae including e-mail ID, mobile number, date of birth, and details of qualifications i.e. examination passed, year, division, percentage of marks from Secondary onwards, research experience, publications, etc. with a latest passport size photograph along with scan copies of relevant documents to Dr. Supriyo Chowdhury, Assistant Professor, Dr. D. Y. Patil Biotechnology and Bioinformatics Institute by email: supriyo.chowdhury@dpu.edu.in

Particulars Description

1. Position and Number of positions Junior Research Fellow (1 in no.)

2. Title of the Project : Analyzing the link between miR319-TCP cascade and jasmonate signaling in tomato to characterize leaf curling and develop antiviral immunity

3. Tenure 3 years (2 years as JRF + 1 year as SRF)

4. Investigator and Research Laboratory Dr. Supriyo Chowdhury

Genetic Engineering Laboratory, Centre for Molecular Biology and Genetics, Institute Dr. D. Y. Patil Biotechnology and Bioinformatics Institute

6. Qualifications/Eligibility

Essential: Candidates must have qualified for CSIR-UGC NET(LS) with M.Sc./M. Tech in Botany/life sciences/Biotechnology/Biochemistry or allied areas with at least 65% marks from any recognized university. Candidate must have prior expertise in Agrobacterium mediated tomato transformation (supported by relevant publication)

Desirable: Candidates will be preferred with proven expertise in routine molecular biology works (viz. gene cloning, q-PCR analysis, recombinant expression of protein and purification/ChIP assay/ EMSA) and prior handling of plant viruses/plant tissue culture. Experience with confocal microscopy will be advantageous.

Note: Application of those candidates having valid CSIR-UGC NET(LS) certificate only will be forwarded for next round of screening and interview, no non-NET candidate will be entertained

7. Monthly Emoluments/Fellowship (Rs.) 37,000 + 30% HRA

8. Maximum Age limit 28

9. Last date for submission of prescribed application 25.4.2026 - till 5pm (No application will be entertained after this deadline)

Terms and conditions:

• Person to be called for in person interview after initial shortlisting will be only mailed personally via email (provided by candidate) for attending the same. No other query will be entertained in this purpose.

• The above position is purely contractual and is for the duration of the project only. Selected candidates will not be entitled to claim any regular appointments/absorption in this institute.

• No TA/DA will be paid for attending the interview.

• Candidates will not be entertained after said interview, except in case of any exigency the decision of the selection committee will be final and binding on the candidates.

• Canvassing in any form will lead to disqualify the candidature.

More Info: https://careers.dpu.edu.in/

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IARI Delhi MolBio/Bioinformatics Project Walk INs

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 13:11:00 +0000

Division of Microbiology

ICAR - Indian Agricultural Research Institute

New Delhi-110012

Walk-in -Interview will be held in Division of Microbiology, ICAR-IARI, New Delhi 110012 to recruit Unreserved Temporary Posts of Research Associate-1 (RA-1) and Senior Research Fellow (SRF) under the Externally funded project “Harnessing Mycorrhizosphere Synergies to Regulate Carbon–Nitrogen Balance and GHG Emissions in Maize–Wheat Cropping Systems”.

Details of the RA and Senior Research Fellow post is as follows:

Name of the Project Harnessing Mycorrhizosphere Synergies to Regulate Carbon–Nitrogen Balance and GHG Emissions in Maize–Wheat Cropping Systems

Research Associate -1 (One position)

Rs. 58000/- + HRA* /month 20th April, 2026

Essential Qualification: PhD Degree or at least 3 years’ research experience after Master’s degree in Plant Molecular Biology/Biotechnology / Microbiology /Environment Science/ Life Science with 4/5 years of Bachelor’s degree. Candidates having 3 years bachelor’s degree should have NET** qualification.

Desirable: Expertise in molecular techniques and bioinformatics tools

Senior Research Fellow (One position)

Rs. 42000/- + HRA* /month 20th April, 2026

Essential Qualification: Master’s degree with at least 2 years of research experience in Molecular Biology/Biotechnology / Microbiology /Biochemistry/Life Sciences with 4/5 years of Bachelor’s degree. Candidates having 3 years bachelor’s degree should have NET** qualification.

Desirable: Expertise in molecular microbiology techniques and bioinformatics tools *House Rent Allowance (HRA) will be given as per existing Central Government rates applicable in various cities/locations where RA and Project Associate is working on DBT-funded projects

**As per OM No. Agril. Edn. 6/27/2014-HRD 9th October, 2015 of the Council.

More Info: https://www.iari.res.in/files/jobs/RA-I_and_SRF_02042026.pdf

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ICT Mumbai MTech/PhD Admissions 2026

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 10:28:00 +0000

INSTITUTE OF CHEMICAL TECHNOLOGY (ICT)

MUMBAI

ADMISSION NOTICE 2026-2027 for

Ph.D. (Tech.)/ Ph.D. (Science) Programmes (Including Direct Ph.D. (Tech.)

Online applications are invited for the following Ph.D. (Tech.) / Ph.D. (Science) programmes at ICT Mumbai, ICT-IOC Bhubneswar and ICT Marathwada Jalna campuses.

Online application forms will be available from 15th April 2026 on https://ictmumbaiadm.samarth.edu.in/

Last date of submitting online application is 8th May 2026. "The link for the online application submission will close at 5:00 pm sharp". Schedule regarding ICT entrance examination for all these programmes at all the three campuses will be announced separately. Applicants are requested to visit ICT website from time to time related to updates regarding this.

NOTE:

 There is no EWS quota for Ph.D. programme.

 Income Certificate is not mandatory for the Ph.D. programme.

 There is no Single Girl Child quota for Ph.D. programme.

 There will be single application form for all the three campuses for same program.

 Separate application forms must be filled for different programmes.

 Separate application form is also applicable for Direct Ph.D. (Tech.) after Bachelor’s degree and regular Ph.D. (Tech./Sci.) after Masters degree.

Applicants are requested to select the proper form.

Ph.D. (Tech.) Bioprocess Technology

Ph.D. (Tech.) Chemical Engineering

Ph.D. (Tech.) Dyestuff Technology

Ph.D. (Tech.) Fibers and Textiles processing technology

Ph.D. (Tech.) Food biotechnology

Ph.D. (Tech.) Food Engineering and Technology

Ph.D. (Tech.) Green Technology

Ph.D. (Tech) Oils, Oleochemicals and Surfactants Technology

Ph.D. (Tech.) Perfumery and Flavours Technology

Ph.D. (Tech.) in Pharmacy (Pharmacutics, Pharmacology, Pharmcognosy and Pharmaceutical Chemistry)

Ph.D. (Tech.) (Pharmaceutical Technology)

Ph.D. (Tech) Polymer Engineering and Technology

Ph.D. (Tech.) Surface Coating Technology Ph.D. (Tech.) Plastic Engineering

Ph.D. (Tech.) Civil Engineering

Ph.D. (Tech.) Electrical Engineering

Ph.D. (Tech.) Electronics Engineering

Ph.D. (Tech.) Mechanical Engineering

Ph.D. (Tech.) Petrochemical Engineering

Ph.D. (Science) Biochemistry

Ph.D. (Science) Biotechnology

Ph.D. (Science) Chemistry

Ph.D. (Science) Food Science

Ph.D. (Science) Mathematics

Ph.D. (Science) Physics

Ph.D. (Science) Textile Chemistry

More Info: https://www.ictmumbai.edu.in/NewsEventViewAllNew.aspx?type=an

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NIT Jalandhar Biotech PhD Admissions 2026

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 09:38:00 +0000

Dr B R AMBEDKAR NATIONAL INSTITUTE OF TECHNOLOGY

JALANDHAR - 144008

Admission to PhD (Full-Time and Part-Time) Programme in Engineering, Sciences, Humanities and Management for the Academic Year 2026-2027 (Session July, 2026)

Applications are invited for admission to various PhD (Full-Time and Part-Time) Programme in Engineering, Sciences, Humanities and Management for the Academic Year 2026-2027 (Session July, 2026). S. No. PhD Program Remarks

1 Ph.D. Full-Time (REGULAR)

(i) Candidates who have qualified GATE/UGCNET/Inspire Fellows are eligible to apply for these programs without appearing in the National Level test for admission to PhD programs conducted by NIT Jalandhar. These candidates after verification of their eligibility by the concerned departments/centre will be called for Interview/presentation. (Further details are available in this advertisement).

(ii) Candidates who are not GATE/NET qualified can also apply for the admissions. NIT Jalandhar will conduct a National Level test for admission to PhD programs as per the schedule in this advertisement. Candidates who qualify the test will be eligible/shortlisted to appear in Interview/presentation to be conducted by departments. (Further details are available in this advertisement- Institute fellowship will be awarded as per clause B1(ii) of this advertisement).

2 Ph.D. Full-Time (SPONSORED)

3 Ph.D. Full-Time (SELF-SPONSORED)

4 Ph.D. (Part-Time EMPLOYED/EXTERNAL)

5 Ph.D. (Part-Time) PROJECT STAFF)

6 Ph.D. (Full-Time) with external fellowships like JRF/DST INSPIRE etc. The candidate who has already secured funding/fellowship from reputed external agencies like JRF/DST INSPIRE etc. can apply for admission to Ph.D. (Full-Time) programme under this category.

7 PhD (Split Site- Full Time) Research scholars (JRF/SRFs) who are working with selected Research laboratories/Institutes having MOU with Institute (NITJ) will be offered admission to PhD Program under Split Site-Full Time category subject to fulfilment of all the eligibility conditions for admission to full time PhD program (REGULAR) of Institute.

(The admission to all Ph.D. programmes in all disciplines mentioned in this advertisement shall be made purely on the basis of “interview/presentation” to be made by the shortlisted applicants in their proposed area of research followed by “interaction” to be conducted by the respective Department Admission Committee. Mere shortlisting/eligibility based upon any Tests above, of an applicant does not confirm admission to Ph.D. Programme)

The Broad areas of Research, Eligibility Criteria, Selection Procedure, Reservation, Teaching Assistantship-cumScholarship, etc. are also given in this advertisement.

How to apply: The link to fill the online application form can be accessed through Institute website www.nitj.ac.in. Please submit separate application forms, if applying for more than one programme. An application fee of Rs.1000/- (Rs.500/- for SC/ST/PWD candidates) is required to be paid online. The candidates are required to apply online latest by 04.05.2026 and there is no requirement to send the Hard Copy of the application form to the Institute. Application fee shall not be refunded in any case.

Submission of online application form is from 09.04.2026 to 04.05.2026 for all admission aspiring candidates (GATE/JRF/UGC NET/INSPIRE Fellows/any other national level fellowship holder and Non-GATE candidates).

A) (i) BROAD AREAS OF RESEARCH - Ph.D. (Full-Time, Part-Time)

01 Biotechnology obt@nitj.ac.in

AI/ML in Bio-manufacturing, Applied Microbiology, Algal Bio-refinery / Biotechnology, Anaerobic digestion, Bio-manufacturing, Biofilms, Biofuels/Bioenergy, Bioinformatics, Biomaterials, Biomass valorization, Bioplastic, Biopolymers/functionalized polymers, Bioprocess and Bioreactor Design, Bioremediation, Metabolites and Bio-refinery, Biological Hydrogen Production, Carbon sequestration Clinical Biotechnology, Computational Biology, Critical metal recovery, Development of Novel Membrane, Drug Delivery System, Enzyme and Protein Engineering, Emerging pollutant removal, Microbial fermentation, Food Biotechnology, Industrial Biotechnology, Medicinal Chemistry, Microbial Fuel Cell, Membrane Technology, Microbial and Environmental Biotechnology, Nano biotechnology, Nano materials, Packaging, Proteomics, PFAS/PFOS removal, Resource recovery, Tissue Engineering, Water filtration, Waste management, Waste valorization, Wastewater treatment

More Info: www.nitj.ac.in/template/index.html?id=69d776354df536ce94c07dfb?category=newpage

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PhD Admissions 2026–27 @ IIT Hyderabad

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 08:25:00 +0000

Interdisciplinary PhD Admissions 2026–27 @ IIT Hyderabad

The Centre for Interdisciplinary Programs at IIT Hyderabad invites applications for its Interdisciplinary PhD Program, designed for aspiring researchers to work across disciplines and solve real-world challenges through innovation.

Eligibility:

Regular PhD

Direct PhD

Be a part of cutting-edge research and interdisciplinary excellence at IITH.

Apply Now:

forms.zohopublic.in/officec1/form/

Website: https://www.cip.iith.ac.in/

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BADRIVAS BIOTECH Roorkee Microbiology Laboratory Analyst Job Opening

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 08:17:00 +0000

BADRIVAS BIOTECH PVT LTD

Roorkee

Uttarakhand

Microbiology Laboratory Analyst

₹15,000 - ₹40,000 a month

Job Summary:

Responsible for performing microbiological testing, ensuring product quality, and maintaining compliance with regulatory standards in a pharmaceutical/manufacturing environment.

Key Responsibilities:

Conduct microbiological analysis of raw materials, finished products, and water samples

Perform tests like microbial limit test, sterility test, and environmental monitoring

Maintain aseptic conditions and follow GMP/GLP guidelines

Prepare culture media and maintain microbial cultures

Record and analyze test results accurately

Handle lab instruments like autoclave, incubator, laminar airflow, etc.

Ensure cleanliness and proper documentation of the lab Assist in audits and regulatory inspections

Required Qualifications:

B.Sc / M.Sc in Microbiology or related field 1–3 years of relevant experience (preferred)

Skills Required: Knowledge of microbiological techniques Understanding of GMP, GLP, and documentation practices Attention to detail and accuracy Basic computer skills (MS Office, reporting)

More Info: https://in.indeed.com/viewjob?jk=dc1d1d867e718bcb&q=biotech&tk=1jm87829liumj801

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IIT Roorkee PhD Admission 2026 in Biosciences and Bioengineering – Apply Now!

noreply@blogger.com (helpBIOTECH Team) — Thu, 16 Apr 2026 08:05:00 +0000

Aspiring researchers in Biotechnology, Molecular Biology, Bioengineering, and related fields have a great opportunity! The Department of Biosciences and Bioengineering (IB) at IIT Roorkee has opened applications for PhD admission in the Autumn Semester 2026-27.

Key Highlights:

Application Start Date: March 24, 2026
Last Date to Apply: April 20, 2026 (Hurry! Only a few days left)
Registration: July 13–14, 2026 (in-person)
Classes Begin: July 16, 2026

Research Areas Offered:

Structural and Computational Biology
Cell and Molecular Biology
Biological Engineering

Eligibility (Summary):

Candidates with Master’s degree in relevant Science disciplines (Biology, Biotechnology, Biosciences, etc.), B.Tech./M.Tech. (with Mathematics at 12th level for Biological Engineering), MBBS, or equivalent qualifications can apply.

Minimum 60% marks / 6.0 CGPA (General/OBC/EWS)
55% marks / 5.5 CGPA (SC/ST/PwD)
Valid GATE/NET or equivalent national level test score is generally required (with exemptions for high CGPA from CFTIs/IITs and certain categories).

Final-year students expecting to complete their degree before registration can also apply provisionally.

Selection Process: Shortlisting followed by Written Test and/or Interview. Exact dates will be announced by the department.

This is your chance to pursue doctoral research at one of India’s top-ranked IITs with excellent faculty, infrastructure, and institute assistantship.

Apply Online: Visit the official IIT Roorkee PhD admission portal before April 20, 2026.

Official Notification: Download PDF

Don’t miss this deadline! Share with friends and research aspirants who might be interested.

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5 Day International Virtual Workshop Machine Learning using Programming in R | 20-24 April 2026

noreply@blogger.com (helpBIOTECH Team) — Tue, 14 Apr 2026 16:19:00 +0000

5 Day International Virtual Workshop 20-24 April 2026

Machine Learning in Bioscience Research using Programming in R

Quaxon Bio & IT Solutions, India is going to conduct it’s 74th international virtual workshop on Machine Learning in Bioscience Research using Programming in R

Visit website post

https://qbiits.org/ai-in-bioscience-using-r-workshop-april-26/

Platform : Google Meet

Date: 20 to 24 April 2026

Time: 7 PM to 9 PM Indian Standard Time

Check the schedule in your time zone at below link https://savvytime.com/converter

Connect us for quick registration https://wa.me/919692521875

Eligibility

Students, Research scholars, Faculties from all bioscience disciplines such as Botany, zoology, microbiology, Biotechnology, null, clinical research fellows and other allied fields having basic computer operations skill are eligibility to participate

ABOUT THE THEME TOPIC

R programming for Data Analysis and Machine Learning in Bioscience Research

R is a powerful programming language widely used for statistical computing, data analysis, and visualization. Its open-source nature and vast collection of packages make it an excellent tool for analyzing complex biological datasets such as genomic, proteomic, and clinical data.

R also supports machine learning techniques like classification, clustering, and predictive modeling, helping researchers discover patterns and generate meaningful insights from data. Learning R has has become an essential skill for bioscience researchers in today’s data-driven research environment.

About this Workshop

This 5-day hands-on workshop design carefully for both beginners as well as intermediate experts. The participants will learn R programming from the beginning followed by Exploratory Data Analysis, essential statistics for ML. Participants will learn how to apply important machine learning techniques such as classification, clustering, and predictive modelling using real biological datasets.

Through guided exercises, attendees will explore how R can be used for statistical analysis, data visualization, and building predictive models from various Biological cases. The sessions will be purely interactive, with personalized guidance to help participants clearly understand each concept and its practical application.

By the end of the workshop, participants will gain the essential skills to apply machine learning methods using R in their own research.

Complete Workshop Curriculum

Day 1 – Introduction to R and R Studio

Introduction to Machine Learning in Bioscience

Applications areas

Introduction to R environment

RStudio interface
Installing and loading packages

Basic R programming

Variables and data types
Vectors, matrices, data frames

Importing datasets

CSV / Excel data
From Internet

Basic data exploration
Basic visualization

Using various Plots

Dataset Example: Iris / Diabetes dataset

Day 2 – Data preprocessing and essential statistics for Machine Learning

Goal: Data pre-processing and essential statistics for ML.

Essential statistics for ML

Mean, median, standard deviation, Variance, Correlation analysis, Data distribution, Outlier detection

Data pre-processing

Handling missing values(various methods)
Data normalization / scaling
Feature selection and its importance

Data visualization and interpretation

Correlation heatmap
Pair plots
Boxplots for group comparison

Introduction to ML workflow

Training vs testing dataset
Cross-validation concept

Day 3 – Machine Learning Workflow in R

Goal: Understanding ML pipeline before applying models.

Introduction to caret package
Preparing dataset for ML
Splitting data into training and testing sets
Feature engineering
Model training concept
Model prediction
Performance evaluation concepts
Evaluation metrics introduction

Accuracy
Precision
Recall
F1 Score
Confusion Matrix

Day 4 – Supervised Machine Learning

Goal: Predict on known labelled dataset

Classification algorithms

Decision Tree
Random Forest
k-Nearest Neighbors (kNN)

Practical examples

Disease prediction dataset
Gene expression classification

Model evaluation

Confusion Matrix
Accuracy calculation

Model comparison

Day 5 – Unsupervised Machine Learning

Goal: Discover patterns in biological data. Train from unlabelled data

Clustering techniques

k-means clustering
Hierarchical clustering

Dimensionality reduction

Principal Component Analysis (PCA)

Anomaly Detection

· Identifies unusual or abnormal patterns in data.

Biological interpretation

Species clustering
Gene expression clustering

Model evaluation

Silhouette score
Cluster validation
Visualization of clusters

Case Study

Following are the case studies are included in this workshop(Including some Simulated dataset but not limited to bellows )

o Iris Flower Dataset

o Wisconsin Breast Cancer Dataset

o Pima Indians Diabetes Dataset

o NCI60 Cancer Cell Line Gene Expression Dataset

o Golub Leukemia Gene Expression Dataset

o Parkinson’s Disease Dataset

o Heart Disease (Cleveland) Dataset

o TCGA Cancer Genomic Dataset

o Statistical analysis of Organe tree growth data

o The CO₂ uptake rate in grass plants under various conditions.

Steps to Participate

Step-1: Pay the participation fee as per your category

Participation fee category wise

Category	For Indians	For International Participants
Students	Rs. 1000/-	$24
Research Scholar/PhD Scholar	Rs. 1100/-	$29
Faculty/PDF/ Other Job holders	Rs.1200/-	$34
Payment Link	https://rzp.io/rzp/FZipj4P	https://www.paypal.com/paypalme/Workshop334

*Valid receipt will be provided for reimbursement

*Rebate available for low economic countries. Kindly contact below number to apply for

Call/WhatsApp: +91-9692521875 for any query or for quick registration. https://wa.me/919692521875

Step-2: Fill up the registration form in this link below(After Payment)

https://docs.google.com/forms/d/16LGT5rywJW2v3RwNsYP7FEw9VaoQUsW1ePz5cNGp6co/edit

**Must visit main post at

https://qbiits.org/ai-in-bioscience-using-r-workshop-april-26/ to know the other details term and conditions.

About us

Quaxon Bio & IT Solutions is a fastest growing EduTech start-up established and registered to the Ministry of Micro, Small and Medium Enterprises, Government of India. Our mission is to act as an industry-academic interface, to excel in knowledge transformation and producing a highly skilled workforce equipped with next-generation technology. We are delivering high demand skills via virtual workshop on bioinformatics and data science with international participants, facilitating the exchange of cutting-edge research and ideas around the world.

QUAXON BIO & BIO IT SOLUTION

www.qbiits.org

Contact us

https://wa.me/919692521875

WhatsApp/Call +91-9692521875 or

write to us support@qbiits.org or

quaxonbiits@gmail.com

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