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Genomic Data Analysis with R and Bioconductor

Genomic Data Analysis with R and Bioconductor

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Unlock the potential of genomic data with our advanced course on Genomic Data Analysis with R and Bioconductor. This comprehensive program covers essential bioinformatics skills, including gene expression analysis, DNA sequencing, and genomic pipelines. Gain hands-on experience with Bioconductor tools and R programming, enabling you to process, analyze, and interpret complex genomic datasets with precision.

Designed for professionals in genetic research and bioinformatics, this course focuses on practical applications, offering insights into data visualization, annotation, and statistical modeling. Elevate your expertise in genomics and make data-driven discoveries that can revolutionize healthcare, agriculture, and beyond.

Certificate

All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

No funding is available for this course

For WSQ funding, please checkout the details at WSQ - Bioinformatics Data Analysis with R Bioconductor

Course Code: C522

Course Booking

The course fee listed below is before subsidy/grant, if applicable. We will apply for the grant and send you the invoice with nett fee.

$600.00 (GST-exclusive)

$654.00 (GST-inclusive)

Mode of Training

Physical Classroom Training
Synchronised Teaching using ZOOM
Corporate Training at Company Premise

Course Date * Course Date

Course Time * Course Time

9:30am - 5:30pm

No. of Participants

Sponsorship

Self-Sponsored
Employer-Sponsored

Name(s) on Certificate *

Additional Message or Emails for Course Notification

* Required Fields

Post-Course Support

We provide free consultation related to the subject matter after the course. Please email your queries to enquiry@tertiaryinfotech.com and we will forward your queries to the subject matter experts and get back to you asap.

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.

Course Details

Topic 1: Introduction to Bioconductor and Sequence Analysis

Overview of Bioinformatics
Understanding Sequence Alignment
Introduction to Bioconductor
Multiple Sequence Analysis
Interpreting Sequence Similarity Scores

Topic 2: Structural Bioinformatics and Variant Calling

Introduction to Structural Bioinformatics
Analysing Protein Structures
Variant Calling Using Bioconductor
Evaluating Relationships Between Protein Structures and Functions

Topic 3: Transcriptomes, Genomics, and Variant Analysis

Introduction to Transcriptome Data Analysis
Genomic Data Analysis and Visualization
Gene Expression Analysis and Differential Expression
Variant Detection and Annotation in Genomic Data

Topic 4: Machine Learning for Bioinformatics

Introduction to Machine Learning
Machine Learning for Predictive Modelling in Bioinformatics
Clustering and Classification of Biological Data
Predictive Models for Genomic and Transcriptomic Data

Topic 5: Data Visualization for Bioinformatics

Creating Data Visualizations using ggbio
Heatmaps for Transcriptomic and Genomic Data
Visualizing Biological Pathways and Networks
Communicating Biological Insights through Effective Visualizations

Course Info

SSG Training Grant

SSG TG is $30 per pax. Net fee after SSG TG is $502.86. Absentee Payroll is not eligible.

Prerequisite

This is an intermediate course. the following basic knowledge is assumed

Software Requirement

Please download and install the following software prior to the class

R https://cran.r-project.org/
R Studio https://www.rstudio.com/products/rstudio/download/

Job Roles

Bioinformatics Specialist
Genomic Data Analyst
Biostatistician
Research Scientist in Genetics
Clinical Data Manager
Computational Biologist
Biomedical Informatics Analyst
Healthcare Data Scientist
Genomic Research Associate
Molecular Biologist
Bioconductor Developer
Pharmaceutical Data Scientist
Population Geneticist
Oncology Bioinformatics Specialist
Agricultural Genomics Researcher
Personalized Medicine Specialist
Genetic Epidemiologist
Data Scientist in Biotechnology
Laboratory Information Management Specialist
Machine Learning Specialist in Genomics

Trainers

Dwight Nuwan Fonseka: Dwight Nuwan Fonseka is a ACTA certified trainer. Dwight Nuwan Fonseka have a degree in Biotechnology (from NUS), Advanced diploma in Pharmaceutical management (from MDIS) and Masters in Education (from NTU). He have 8 years experience of teaching biology at O and A levels/ IB level in international schools in Singapore and overseas.

Customer Reviews (3)

will recommend Review by Course Participant/Trainee

1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment

. (Posted on 6/24/2024)

Mr Dwight is very adaptable and professional in his teaching Review by Course Participant/Trainee

1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment

Very comprehensive course, will be good to continue to keep up to date with the new technologies analysed by Bio conductor. A good practice if we were to use published data and recreate similar figures by Bio conductor

Mr Dwight is very adaptable and professional in his teaching, he has kindly customized changes in the coursework to suit my job requirement. I have benefited a lot from it. I greatly appreciate Mr Dwight's help (Posted on 4/24/2020)

Will Recommend Review by Course Participant/Trainee

1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment

Portion on Iranges and Granges was a bit hard to visualise

Thanks for catering to my specific request for working with single cell sequencing data! (Posted on 9/11/2019)

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About Us

Tertiary Courses, founded in 2014, specializes in providing modular, skill-based courses tailored to Industry 4.0. We are WSQ Approved Training Organization (ATO), and IBF Approved ATO.. We are also Authorized Microsoft Learning Partner, Autodesk Authorized Training Center (ATC), Pearson Vue Authorized Test Center and Kryterion Authorized Testing Center. We offer a comprehensive range of training, certification prep and certification exam services. Additionally, we are a registered supplier with Singapore GeBiz, further solidifying our position as a trusted educational institution in the region.

Training Grants and Subsidies

We have various grants and subsidies for different courses. Please check the respective funding available on individual course page.

WSQ: Company and Singaporeans/PR can apply WSQ 70-90% funding depending on eligibility
SkillsFuture Enterprise Credit (SFEC) - Eligible Singapore-registered companies can tap on $10000 SFEC to cover up to 90% of out-of-pocket expense
SkillsFuture Credit: All Singaporeans aged 25 and above can use their $500 SkillsFuture Credit from the government to pay for a wide range of approved skills-related courses.
IBF-STS Companies and Singaporeans/PR can apply IBF-STS 70-90% funding depending on eligibility
UTAP: NTUC members enjoy 50% subsidy for unfunded course fee support for up to $250 each year when you sign up for courses supported under UTAP
SGTech STAR Fund: SGTECH members enjoy $500 grant per pax for SGTech STAR courses