Module #1 Introduction to Genomic Sequencing Overview of genomic sequencing, its importance, and applications
Module #2 Basics of Artificial Intelligence in Genomics Introduction to AI concepts, machine learning, and deep learning
Module #3 Overview of Next-Generation Sequencing Technologies Illumina, PacBio, Oxford Nanopore, and other NGS platforms
Module #4 Introduction to AI-Based Genomic Sequencing Overview of AI applications in genomic sequencing, challenges, and opportunities
Module #5 Data Preprocessing and Quality Control Handling noisy and biased data, trimming, filtering, and quality assessment
Module #6 Sequence Alignment and Mapping Introduction to sequence alignment, mapping, and assembly
Module #7 AI-Based Sequence Alignment Machine learning and deep learning approaches for sequence alignment
Module #8 Variant Detection and Calling Introduction to variant detection, calling, and annotation
Module #9 AI-Based Variant Detection Machine learning and deep learning approaches for variant detection
Module #10 Structural Variation and Copy Number Analysis Introduction to structural variation, copy number analysis, and AI-based approaches
Module #11 Gene Expression Analysis Introduction to gene expression analysis, RNA-seq, and AI-based approaches
Module #12 Functional Genomics and Regulatory Element Analysis Introduction to functional genomics, regulatory element analysis, and AI-based approaches
Module #13 Cancer Genomics and AI-Based Mutational Analysis Introduction to cancer genomics, mutational analysis, and AI-based approaches
Module #14 Microbiome Analysis and AI-Based Taxonomic Profiling Introduction to microbiome analysis, taxonomic profiling, and AI-based approaches
Module #15 AI-Based Genomic Data Integration and Visualization Integration, visualization, and exploration of genomic data using AI
Module #16 Ethical and Regulatory Considerations in AI-Based Genomics Ethical, regulatory, and societal implications of AI-based genomics
Module #17 Case Studies in AI-Based Genomic Sequencing Real-world applications and success stories in AI-based genomic sequencing
Module #18 Future Directions and Emerging Trends in AI-Based Genomics Emerging trends, challenges, and future directions in AI-based genomics
Module #19 AI-Based Genomic Sequencing for Personalized Medicine Applications of AI-based genomics in personalized medicine and precision health
Module #20 AI-Based Genomic Sequencing for Infectious Disease Surveillance Applications of AI-based genomics in infectious disease surveillance and outbreak response
Module #21 AI-Based Genomic Sequencing for Plant and Animal Breeding Applications of AI-based genomics in plant and animal breeding for agricultural improvement
Module #22 AI-Based Genomic Sequencing for Synthetic Biology Applications of AI-based genomics in synthetic biology and bioengineering
Module #23 AI-Based Genomic Sequencing for Environmental and Conservation Genomics Applications of AI-based genomics in environmental and conservation genomics
Module #24 Hands-on Practice with AI-Based Genomic Sequencing Tools Practical experience with popular AI-based genomic sequencing tools and software
Module #25 Designing and Implementing an AI-Based Genomic Sequencing Pipeline Designing and implementing a custom AI-based genomic sequencing pipeline
Module #26 Troubleshooting and Optimizing AI-Based Genomic Sequencing Pipelines Troubleshooting and optimizing AI-based genomic sequencing pipelines for performance and accuracy
Module #27 Evaluating and Validating AI-Based Genomic Sequencing Results Evaluating and validating AI-based genomic sequencing results for accuracy and reliability
Module #28 Collaborative Project:Developing an AI-Based Genomic Sequencing Solution Collaborative project:developing an AI-based genomic sequencing solution for a real-world application
Module #29 Capstone Project:Applying AI-Based Genomic Sequencing to a Real-World Problem Capstone project:applying AI-based genomic sequencing to a real-world problem or application
Module #30 Course Wrap-Up & Conclusion Planning next steps in AI-Based Genomic Sequencing Techniques career
