Bioinformatics Guide to Research Projects and Publications

Free download скачать Bioinformatics Guide to Research Projects and Publications
Published 3/2024
Created by Abdul Rehman Ikram
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 72 Lectures ( 10h 38m ) | Size: 5.42 GB

Bioinformatics course for Academia, Students and Research Professionals to learn Research and Publish your first paper
What you'll learn:
Biomarker Fundamentals: Understand the fundamental concepts of biomarkers, including their types, significance in health research, and applications
Data Handling: Learn how to access, manage, and preprocess large-scale biological data, including genomics, transcriptomics, and proteomics data.
Bioinformatics Tools: Gain proficiency in using bioinformatics tools and software for data analysis, including R, Python, and specialized biomarker
Statistical Analysis: Master statistical techniques and methodologies for identifying differentially expressed genes or proteins that serve
Data Visualization: Learn to create informative data visualizations to represent findings and insights, aiding in the interpretation of results.
Biomarker Discovery: Explore various methods for identifying and validating biomarkers, with a focus on their role in health research.
Integration of Omics Data: Understand how to integrate data from different omics levels (genomics, transcriptomics, proteomics) to discover multi-dimensional
Ethical Considerations: Explore the ethical and regulatory aspects of biomarker research, including privacy, consent, and data sharing.
Case Studies: Analyze real-world case studies and research papers to see how biomarkers are identified and applied in health research.
Hands-on Experience: Gain practical experience by working with real data, performing analyses, and presenting research findings.
Interdisciplinary Collaboration: Learn the importance of collaboration between bioinformaticians, biologists, clinicians, and other experts in health research.
Emerging Trends: Stay updated with the latest trends and advancements in biomarker discovery and health bioinformatics.
Upon completing this course, students will be well-equipped to conduct biomarker research, interpret data, and contribute to the field of health bioinformatics
Choosing a gene family
Choosing a plant for gene family research
Searching for previously published paper
selecting the office to work with on different platforms
Selecting the references software
How to use Mendeley - Reference Management Software
Sequence Retrieval Analysis
Homology Searching
Sequence Alignment
Sequence identity and Similarity analysis
What is phylogenetics and Tree construction
Gene Structures introns and exons map
Motifs identification Analysis
Domains Visualization Analysis
Chromosomal Mapping (Distribution of Genes on chromosome)
physiochemical characteristics analysis
Cis-acting regulatory elements prediction analysis
Protein Interaction network analysis
Gene Enrichment Analysis
Gene expression Profiles analysis
Sra Database Introduction
NGS sequence Analysis
Use of trimmomatic tool
Quality Control of sample
Genome/Alignment Mapping
Abundance Estimation Tool on Dataset
Heatmap Generation of values
Requirements:
No prior knowledge of software's is required as in this course no coding has been used
Description:
Embark on a Journey of Bioinformatics Research Projects: Plant Genomics and Cancer BiomarkersAre you ready to unlock the secrets of bioinformatics research and make a real impact in plant biology and health? Join us in this comprehensive course where you will delve into two exciting research projects that will lead to published research papers.In the plant bioinformatics research project, you will conduct a genome-wide study of gene families in plants. Explore the roles of these gene families in various biological processes, gaining valuable insights into plant genomics and bioinformatics analysis.In the health bioinformatics research project, you will discover biomarkers in cancer, using advanced bioinformatics tools and techniques. This project-based approach will sharpen your skills in health informatics and data analysis, equipping you to contribute to cancer research and diagnosis.Throughout the course, you will work with both graphical user interfaces (GUI) and command-line interfaces (CLI), giving you a comprehensive understanding of bioinformatics software and tools. You will receive guidance and mentorship from experienced bioinformatics researchers, ensuring that you are well-equipped to tackle the challenges of bioinformatics research.Why Choose This Course?The course opens doors to an exciting world where data meets biology, enabling you to contribute to groundbreaking health research. Whether you're a biologist, clinician, healthcare practitioner, or aspiring researcher, this course empowers you with the skills to make a real impact. Here's what you can expect:Comprehensive Biomarker Knowledge: You'll dive deep into the significance of biomarkers in diagnostics, prognosis, and treatment. Gain a profound understanding of how biomarkers are transforming the healthcare landscape.Genomic Data Analysis: Harness the power of genomics as you learn to navigate and analyze vast datasets. Master the art of data preprocessing, differential gene expression analysis, and quality control.Hands-On Bioinformatics: We'll take you through the practical side of bioinformatics, using R, Python, and specialized software. From data preprocessing to identifying differentially expressed genes, you'll gain real skills.Discovering Biomarkers: Explore techniques for identifying potential biomarkers from diverse omics data. Uncover the gems that hold the answers to critical health questions.Ethical and Responsible Research: Understand the ethical and regulatory considerations in biomarker research. Our course guides you to conduct research that is not only groundbreaking but also ethical and compliant.Real-World Applications: Walk in the footsteps of researchers. Analyze real datasets and published research papers to understand how biomarkers come to life in actual health research scenarios.Interdisciplinary Collaboration: Collaboration is key. Learn how biologists, clinicians, and data analysts work together to drive discoveries. Interdisciplinary collaboration is a cornerstone of health research.Emerging Trends: The world of biomarker research evolves rapidly. We'll keep you updated with the latest trends and emerging technologies, ensuring you're at the forefront of the field.Make a Difference: Ultimately, this course is your opportunity to play a pivotal role in improving healthcare, disease prevention, and treatment. Be part of a future where health research knows no bounds.Flexible Learning: We understand that your journey is unique. This course offers flexibility, allowing you to learn at your own pace and from anywhere. Whether you're a working professional or a student, you can access the knowledge you need to excel in the field.Certification: Upon successfully completing this course, you'll receive a certification that validates your expertise in health bioinformatics and biomarker discovery, making you stand out in the job market.By the end of the course, you will not only have valuable research experience but also two published research papers to showcase your work. Whether you are a student, researcher, or professional in the field of bioinformatics, this course will provide you with the knowledge and skills needed to excel in bioinformatics research.Enroll now and start your journey to becoming a bioinformatics research expert!
Who this course is for:
This course is meant for all the those who have love for life sciences and want to start their research career
This course is meant for all those who are interested in learning Bioinformatics research
This course is meant for those who are interested in bioinformatics
This course is meant for all those who are interested in learning bioinformatics (project based approach)
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Bioinformatics Guide to Research Projects and Publications

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