InstructorRoyed Training
TypeOnline Course
Student Enrolled14
Price$540 / 37800 INR
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Regulatory Document Publishing course by royed training

Introduction

Features

Core Learning Areas

Related Courses

Who should attend

The Advanced Certification in Regulatory Document Publishing by Royed Training is a specialized online program that prepares future-ready regulatory professionals. It provides a clear, step-by-step understanding of how global regulatory submissions are prepared, published, and managed across the pharmaceutical, biopharmaceutical, and medical device industries.

To begin with, the course introduces the fundamentals of regulatory affairs and explains the vital role of regulatory document in global drug development. As learners progress, they gradually move into the practical aspects of authoring, reviewing, and managing CMC documentation for multiple international markets. This structured flow ensures that participants understand ICH guidelines, CTD/eCTD formats, Quality Overall Summaries (QOS), and region-specific submission expectations with ease.

Furthermore, the curriculum covers essential concepts related to lifecycle management, variations, renewals, and regulatory query handling. These sections help learners understand how regulatory submissions evolve throughout a product’s lifecycle and how publishing teams ensure accuracy, compliance, and completeness.

Additionally, the course highlights how Artificial Intelligence is transforming regulatory document preparation and publishing. Learners gain practical exposure to AI-driven tools for dossier automation, structured content creation, labeling harmonization, error detection, and data integrity improvement. As the industry moves toward digital and automated submissions, this knowledge becomes essential for regulatory careers.

Moreover, learners participate in real-world case studies, simulations, and capstone projects, which make the concepts easier to understand and apply. These activities help bridge the gap between theoretical knowledge and the day-to-day responsibilities of regulatory publishing professionals.

As a result, participants develop dual expertise:

  1. A strong foundation in global regulatory document publishing and eCTD submissions.
  2. The ability to apply AI tools for faster, smarter, and more accurate regulatory document preparation and publishing.

Course Snapshots:

  • Course Code: RYD-141
  • Title of the course: Advanced Certification in Regulatory Document Publishing. 
  • Duration: 1 Month; can be free extendable upto 3 month.
  • Nature of the course: Online learning course. So the course can be accessed online anywhere 24×7.
  • Eligibility : Graduation in any discipline. Even final year graduation students can apply.
  • Course Certificate: Certificate will be provided at the end of the successful completion of the course.

This online course utilizes interactive learning tools to guide each participant through the steps of CMC Writing process for different regulatory bodies and practical exposure in pre and post submission management. The course is designed to challenge students to apply what they have learned through the use of interactive exercises, reflection questions, expert live chat and a final assessment at the end of the course.

Features of the Course:

  • Blends technical publishing, regulatory strategy, and AI application—a combination rarely available in traditional programs.
  • Designed for practical use, with real submission templates, pull-through examples, and publishing-ready exercises.
  • Built for future readiness as global regulators move toward structured content, digitized submissions, and next-generation eCTD standards.
  • Ideal for RA professionals, publishing specialists, CMC writers, QA professionals, and anyone transitioning to regulatory operations roles.

1. AI-Powered Authoring & Publishing Workflows

Participants will learn how next-generation AI tools are transforming regulatory operations by improving document accuracy, accelerating compilation, ensuring version control, and enabling structured content creation. The program teaches practical usage of AI for:

  • Content drafting and QC
  • Consistency checks
  • Metadata structuring
  • Lifecycle management (LOR, LOAs, variations, renewals)
  • Submission-ready formatting and conversion

2. End-to-End Regulatory Document Preparation

A complete orientation to preparing compliant regulatory documents across markets (US FDA, EMA, MHRA, Health Canada, TGA, PMDA, GCC, ASEAN, and India). The program covers:

  • CTD and eCTD document structure
  • Module-wise document authoring expectations
  • Required metadata, granularity, bookmarking, and hyperlinking
  • Readiness checks using standardized publishing tools

3. Advanced Regulatory Publishing Techniques

Master the technical publishing functions used in industry:

  • eCTD Publishing
  • NeeS and Non-eCTD format
  • ESG and CESP gateway submissions
  • Sequence creation and lifecycle operations
  • PDF optimization, validation, and compliance checks
  • Indexing, stitching, and final packaging for submission

4. Submission Management & Strategy

Hands-on learning to navigate the full submission lifecycle:

  • Submission planning and timelines
  • Dataset and document flow management
  • Regional submission requirements
  • interfacing with cross-functional teams (RA, QA, CMC, Clinical, PV)
  • Responding to regulatory queries, deficiencies, and RFI workflows
  • Monitoring and managing sequence lifecycle across variations, renewals, annual reports, and supplemental submissions

5. Understanding eCTD Components and Technical Requirements

A practical orientation to:

  • eCTD Modules 1–5
  • Regional granularity matrices
  • DTD & Schema basics
  • Using validation tools and resolving errors
  • Tracking and maintaining submission sequences over the lifecycle

6. Types of Regulatory Submissions

The course covers preparation and publishing workflows for:

  • IND, NDA, ANDA, BLA, DMF, IMPD, MAA
  • Variations (Type IA, IB, II), Renewals
  • Supplements and Amendments
  • Annual & Periodic Reports
  • Drug Master File submissions (US, EU, ASEAN, India)
  • Pre- and post-approval submissions

7. Simulation-Based Learning

Every section includes hands-on simulations, such as:

  • Creating an eCTD sequence
  • Publishing a full Module 3
  • Performing hyperlinking/bookmarking correctly
  • Running validation tools and interpreting results
  • Preparing a variation sequence
  • Compiling a complete submission package for a mock regulatory filing

8. Case Studies: Real-World Regulatory Challenges

Learners will work through:

  • Failed submissions and how to prevent them
  • Lifecycle management cases (multiple variations, renewals in parallel)
  • Gateway submission failures and troubleshooting
  • AI-driven efficiency improvement case examples
  • Publishing compliance errors and remediation techniques

This program is ideal for professionals who want to advance their careers in regulatory affairs and CMC documentation while mastering AI-powered tools:

  • Regulatory Affairs Professionals – seeking to enhance their dossier preparation and submission skills.
  • CMC Writers & Technical Authors – aiming to improve their expertise in Module 3 authoring and QOS preparation.
  • Pharma & Biopharma R&D Professionals – who need to understand regulatory documentation requirements.
  • Quality Assurance & Compliance Managers – focusing on data integrity, lifecycle management, and regulatory expectations.
  • AI & Digital Transformation Enthusiasts – interested in applying AI/ML, NLP, and automation tools in regulatory processes.
  • Graduates & Postgraduates in Life Sciences/Pharmacy – aspiring to build a career in global regulatory affairs.

Section 1Global Drug Discovery & Fundamentals of Regulatory Publishing
Lecture 1Introduction to drug discovery, Regulatory Documents and Publishing
Lecture 2Investigational New Drug Application (INDA)
Lecture 3New Drug Application (NDA) 
Lecture 4Basic concept and understanding of the Generic Drug
Lecture 5Abbreviated New Drug Application (ANDA) Filing 
Lecture 6Exploratory IND Vs. Traditional IND
Lecture 7Patent & Exclusivity - Strategic Understanding | Patent Restoration| Orphan Drug Exclusivity (ODE) | NCE & NCI Exclusivity | GAIN Exclusivity | Pediatric Exclusivity | 180 days exclusivity
Lecture 8USFDA expedited programs
Lecture 9EMA and EMA Authorisation Process
Lecture 10EU MA Procedure - Centralised, Decentralised, Mutual Recognition, National Procedure 
Lecture 11IMPD | Significance | Format of IMPD | Differences with CTA, IB, IND
Lecture 12Investigator’s Brochure | Significance | Format of IB | Preparing different sections of IB
Lecture 13Data Exclusivity and Market Protection - Supplementary Patent Protection, Exclusivity, 6/10 Rule, 8+2+1 Formulae
Lecture 14Introduction to Regulatory Publishing | eCTD | NeSS | Regulatory Submission Workflow | Key Competencies Required for Regulatory Publishing Professionals
Lecture 15Overview of Global Regulatory Agencies and how their expectations impact regulatory publishing and submission workflows
Lecture 16Types of Regulatory Documents | Implications from regulatory publishing point of view 
Lecture 17Regulatory vs Cross-Functional Documents | Document Ownership Mapping | Document Workflow: From Authoring to Submission
Lecture 18Core Characteristics of Regulatory Documents | Clarity and Readability | Formatting Compliance | Navigability (Bookmarks, Hyperlinks) | File-Naming Standards | Version Control & Document Finalization | Metadata | Lifecycle Operator | Granularity | OCR | Annotations, Comments & Markups
Lecture 19Characteristics of Module-Specific Documents | How Publishing Ensures Document Integrity | Common Document Errors & How Publishing Detects Them
Lecture 20Cross Functional Review Mechanism 
Lecture 21Best Practices CFD Review
Lecture 22Regulatory Publishing Collaboration Workflow
Section 2Regulatory Requirements for Clinical Studies
Lecture 23Understanding on Clinical Trials  and Clinical Research 
Lecture 24Clinical Trial Protocol Writing
Lecture 25Ethics in Clinical Research
Lecture 26Informed Consent | Practical Training on preparing ICF | Ready Templates
Section 3ICH Guideline
Lecture 27Introduction to ICH | Members | Guidelines 
Lecture 28ICH Q1 : Stability Guideline | Matrixing | Bracketing
Lecture 29ICH Q2 : Analytical Validation 
Lecture 30ICH Q3 : Impurities
Lecture 31Rest of ICH Q Family Guidelines
Lecture 32Framework and ICH Guidelines | M4 | M8 | XML backbone structure | Metadata attributes | File placement rules | Life cycle operations (new, replace, delete) | Technical validation criteria | Granularity and Placement Principles
Section 4Managing CMC requirements
Lecture 33Chemistry, Manufacturing & Controls 
Lecture 34Fundamental of CMC | Detailed understanding of CMC section writing | Important Points regarding CMC | Drug Product and Drug Substance | Excipient, FP, Analysis and Stability Study Requirements
Lecture 35505(j) ANDA, 505(b)(2) NDA, 505(b)(1) NDA
Lecture 36Advance Learning on 505B2 Pathway
Lecture 37EU MA Application Types and Strategic Planning
Section 5Compiling Dossier Preparation
Lecture 38Introduction to Common Technical Document (CTD)
Lecture 39CMC Dossier & Compliance Management
Lecture 40Key Consideration for Drug Master File Preparation and Submission 
Lecture 41Practical Understanding on Drug Master File Preparation and Submission
Lecture 42Associated Learning: Site Master File - Detailed Understanding 
Lecture 43Drug Master File - Fees
Lecture 44Drug Master File - Global Perspective [Across Different Regions]
Lecture 45Electronic Common Technical Document (ECTD)
Lecture 46Certificate of Analysis
Lecture 47Asean Common Technical Document (ACTD) 
Lecture 48Grouped Submission | Significance | Importance in Market Access and Regulatory point of view | Case Study
Lecture 49Developing Module 1 Structured Diagram | US EU LATAM GCC ASEAN INDIA JAPAN CHINA | Leaf Structuring 
Lecture 50Regional Dossier Differences | US | EU | China | Japan | India | ASEAN | GCC / Middle East | LATAM | eCTD requirements 
Lecture 51Regionwise dossier comparison charts | Module 1 | Submission Format - eCTD | XML Backbone | Metadata requirements | Granularity | Language requirements 
Lecture 52Regulatory Publishing scenario-based assessment on CTA, IND, NDA, BLA, MAA, Annual Reports, and Variations
Section 6Regulatory Document Submission and Management
Lecture 53FDA Forms and How to fill the resources
Lecture 54Strategic Discussion: PreIND, EOP1, EOP2 - What to expect !
Lecture 55Importance of effective dossier management
Lecture 56Discussion on 85 common deficiencies in CTD submission dossier
Lecture 57Detailed Understanding on ANDA Submission Dossier 
Lecture 58Prior Approval Submission 
Lecture 59Detailed Understanding on ANDA Fees
Lecture 60Detailed Understanding on 505(b)(2) VS. Suitability Petition : Case Based Learning
Lecture 61NCE Vs. 505b2 application - Case Based Learning 
Lecture 62FTF - 180 Days Exclusivity - Case Based Learning
Lecture 63Classic case study of the 505b2 filing : Case Based Learning
Lecture 64EU MA Strategic Planning: Full, Full-mixed, hybrid applications. Generic, Similar biologic application pathway, Well-established use application, Fixed combination application, Informed consent application
Lecture 65Supplemental New Drug Application (sNDA) | Filing and Submission Management | Requirements | Best Practices | Different Forms for sNDA submissions
Lecture 66OGD Table  - How to Prepare | Sample Tabular Summary Preparation
Section 7Stability Study
Lecture 67Modules on Stability Study : Stability Study - Fundamental Understanding | Interchangebility | Reports | API & FPP Stability Study
Lecture 68
Lecture 69Stability Zone Finder
Lecture 70Stability Studies : Case discussions
Lecture 71Stability Data for Zone IV countries
Lecture 72Accelerated and intermediate testing conditions
Lecture 73Long Term Stability Testing Requirements
Lecture 74Stability Study Protocol Development - Dosage form: Capsule
Lecture 75Stability Data Sheet
Lecture 76Dossier Stability Test
Lecture 77Testing Frequency
Lecture 78Bracketing
Lecture 79Matrixing
Section 8BA BE Study
Lecture 80PKPD in Drug Discovery | PK-PD trial | Understanding PKPD from regulatory perspective in drug approval process
Lecture 81Bioequivalence Study | Study design | Different types of BE Studies
Lecture 82Bioequivalence Study | Study design | Parallel Study | Crossover study design | Other alternative study designs | Blood Sampling Planning  | Analyte | Bioanalytical Methods Validation  | Statistical Model  | Ln Transformation  | Dose normalisation | Confidence interval acceptance criteria
Lecture 83Biopharmaceutical Classification System (BCS) | Types | Biowaivers | BCS tool for drug development and regulatory submission 
Lecture 84Bioequivalence Study - Discussion - Timeline of stability study and bioequivalence study 
Lecture 85Bioequivalence Study - Discussion - Dissolution Testing
Lecture 86Bioequivalence Study - Generic Approval and Additives Labeling Requirements 
Lecture 87BA BE Study Design  | Comparing different types of the study design 
Lecture 882wco Study Design  | Design Table | Importance  
Lecture 893wco Study Design  | Design Table | Importance  
Lecture 90FRCO Study Design  | Design Table | Importance  
Lecture 91OGD Table  - How to Prepare | Sample Tabular Summary Preparation
Section 9Post Approval Changes and Variation Management
Lecture 92Variation Management | Reasons for Variation | Working in Variation Department 
Lecture 93Variation Classification | Basis of Classification | US and EU Variation Classification | Other region variation guideline
Lecture 94EU variation -Types, Requirement & Planning - IA, IAIN, IB, II ; US FDA Variation AR, CBE-0, CBE-30, PAS - Strategic Discussion | Similarities & Differentiation
Lecture 95Impact Assessment in CMC Writing | Case Based Discussion| Scenario Decision Making 
Section 10Quality Issues | Post Filing Regulatory Queries | Response to Queries (RTQs) | Critical Issues in Submission Management
Lecture 96Data Integrity issues in Pharmaceutical Industry : Detailed Understanding 
Lecture 97Establishment Inspection Report | 483 Observations | USFDA Warning Letter | Handling of FDA inspection | Closing of Warning Letter 
Lecture 98Electronic Batch Record for effective compliance management | Key Understanding | Functionalities | Importance in managing data integrity
Lecture 99RTQs | Response to Queries | How to handle Regulatory Queries
Section 11Biologic CMC Requirements
Lecture 100Biosimilar Development Process
Lecture 101Strategic Consideration for Biosimilar Development 
Lecture 102Regulatory Requirements for Biosimilar | Stepwise evidence based development | Analytical Similarity | Clinical Study | PKPD study requirements | CMC expectation of Biosimilar
Lecture 103Studies required for approval of biosimilar
Lecture 104Comparability of Biologics | Different Categories of Comparability | General Principles
Section 12Differentiating CMC and Regulatory Writing with Medical and Scientific Writing
Lecture 105Introduction to Medical Writing | Objective | Significance | Medical Writing Vs. Scientific Writing | Key Notes 
Lecture 106Types of Medical Writing | Regulatory Writing | CMC Writing | Clinical Writing | Documents under each class of medical writing  
Lecture 107Ethical Consideration of  Medical Writing | Important Considerations | Effective strategies for each ethical consideration | Case studies 
Lecture 108Regulatory Documents | Classification of regulatory documents | Understanding of each class of documents | Ethical consideration for Regulatory Writing
Lecture 109Publication Writing and Regulatory Writing | Key Differences with Examples 
Lecture 110Regulatory Writing - Review Test 
Lecture 111Hands on Case Study Protocol Designing for Experimental Asthma Drug | Analysis of various aspect of protocol | Open File 
Lecture 112Drafting of Study Objective Methodology and Endpoint | Checklist
Section 13Reference | Discussions | CMC Case Studies
Lecture 113Comparison of Requirement of Various Regulatory Bodies
Lecture 114Comparison of Dossier Requirements of Europe and US
Lecture 115Comparison of DMF requirement of various regulatory bodies
Lecture 116ICH Guidelines - Comprehensive View
Lecture 117ICH CTD Top Level View with Notes and Explanation
Lecture 118Comparison of ICH US EU CTD
Lecture 119Regulatory Documents - At a glance
Lecture 120Structured CMC Writing Checklist
Lecture 121CMC Writing Case Study | Successful Documentation 
Lecture 122Structure for CMC Writing | Understanding 3.2.S and 3.2.P section | Documents requirements | Case Study  
Lecture 123Well written Vs. Poorly Written CMC Section | Practical Example  
Lecture 124Drug Substance Section in CMC | Documentations | Practical Examples | Do’s and Don’ts   
Lecture 125Example of Well-Written Drug Substance Characterization | Impurities and Degradation Products | Well-Written Impurities and Degradation Products | Synthesis and Manufacturing Processes | Control of Drug Substance (Specifications, Testing, and Acceptance Criteria)
Lecture 126Stability Studies and Data Presentation in CMC Writing | Case Based Analysis of Stability Study Data Presentation | Interpretation of stability data
Lecture 127Certificate of Suitability (CEP) | Significance | Importance | Understanding Regulatory Compliance and Submission Process | Walkthrough
Lecture 128CEP Dossier DMF - Differences
Lecture 129Developing Specifications for a New API
Lecture 130Example of Manufacturing Process and Controls
Lecture 131Interpretation of Stability Table
Lecture 132Critical Stability Scenarios | 8 Different Case Studies | Stability Study - Outcome based action plan creation
Lecture 133Critical Stability Issues - Database | Implication | Action Plan
Lecture 134Policy 0070 |  RPDP Submission and Management timeline | Anonymisation Report (AnR) - Significance | AnR in FRDP 
Lecture 135Common Pitfalls in CMC Writing and How to Avoid Them | Case Study
Lecture 136Process Validation Report (PVR) | Sample Process Validation Report Analysis | CPPs and CQAs identification
Lecture 137Case Study - Omissions of CPPs in PVR | Case insight, explanation, action plan | Correlations - CPPs - CQAs - IPCs 
Lecture 138Binding and Non-binding legal considerations - Module 3 Quality in CMC Section | Case Studies
Lecture 139Binding and Non-binding Scenarios with Examples
Section 14WHO Certification Scheme | Documentation
Lecture 140Introduction to Certificate of Pharmaceutical Product | Types of CoPP | List of Countries / Regulatory Authorities who requires CoPP | CoPP as a part of generic market expansion planning 
Lecture 141WHO-GMP Certification Scheme 
Lecture 142Template of Certificate of Pharmaceutical product | Key observations and points to note while working on CoPP
Lecture 143WHO Prequalification Status : Significance | Strategic Importance | Submission Process | WHO PQ Documentation | Case study on WHO PQ submission management
Lecture 144WHO EML Vs. WHO PQ | Significance | Importance in Market Access and Regulatory point of view
Section 15Fundamental of AI in CMC Documentation
Lecture 145Introduction to AI
Lecture 146Basics of AI ML DL | Key Differences | Application in industry
Lecture 147Types of AI
Lecture 148AI Project | Overview
Lecture 149Comprehensive Training on AI Project | Managing Stages | AI Iteration 
Lecture 150How machine learning
Lecture 151Understanding Regulatory Affairs – Traditional vs. Digital | 2 Case Study
Lecture 152Basics of AI for Regulatory Professionals | Understanding different models used in RA | Case Study | Simulation
Lecture 153AI Application across drug life cycle | Case Analysis | Model predictions
Lecture 154AI Terms with Regulatory Significance | Regulatory Applications
Lecture 155NLP in Regulatory Affairs | Conceptual understanding | Usage | NLP in Labeling
Lecture 156Data Grouping with Unsupervised Learning | Case Simulation | Hands on Exercise
Lecture 157Quality Data and Bias | Bias in datasets | Different Types of Bias in Pharma Datasets 
Lecture 158AI Data Quality Standard | Checklist
Lecture 159Download AI Data Quality Checklist
Lecture 160Case Study: Accelerated Approval Using Real-World Evidence AI
Lecture 161AI Model for Dossier Submission and Filing - Model Selection | Simulation
Lecture 162AI Technologies in RA
Lecture 163Structured Vs. Unstructured Data | Practical Understanding | Explore Patient Datasets
Lecture 164Sample Data Exercise | Data error | Data Refinement and Cleaning of the data 
Section 16AI in Regulatory Authoring and Regulatory Document Publishing
Lecture 165AI-Powered Regulatory Document Authoring and CMC Writing
Lecture 166AI Tools Comparison - Authoring and CMC Writing (Module 2 & 3)
Lecture 167Tips for Selecting AI Tools (CMC Authoring)
Lecture 168CMC - AI Workflow Checklist | Simulation Based Cases
Lecture 169HITL Regulatory Document Authoring
Lecture 170Confidence Score in Regulatory Authoring | Case Simulation in CMC Authoring
Lecture 171Confidence Scores in Data Extract in Regulatory Writing [Case Simulation]
Section 17eCTD v4.0 and Publishing Advanced Training
Lecture 172eCTDV4.0 Fundamental Understanding | Structures | Key Features
Lecture 173eCTDV4.0 Structure | Lifecycle Management 
Lecture 174eCTD Validation | Managing Validation | Tool Types | Types of Error | Validation Error Management
Lecture 175eCTD Validation Tools
Lecture 176eCTD Publishing Cycle
Lecture 177HL7 - Structure and Understanding in the context of eCTD V4.0
Lecture 178Tips and Submission Readiness Checklist
Lecture 179eCTD Submission Checklist Format
Lecture 180Regulatory Publishing Document Control Challenges
Lecture 181Document Control Checklist
Lecture 182Leaf Structure Analysis | Common Error in Leaf Structuring
Lecture 183Formatting Rules Templated and Agency Specification
Lecture 184Versioning for Regulatory Publishing
Lecture 185File Naming Standard
Lecture 186Text Recognition and Optical Character Recognition (OCR)
Lecture 187Versioning File Naming OCR - How they work together
Lecture 188Final Document Assembly
Lecture 189Visual Diagram : eCTD Structure and XML Hierarchy
Lecture 190TOC and CI Management
Lecture 191Initial Submission & Maintenance Submission
Lecture 192Managing Lifecycle Operators - NEW REPLACE DELETE APPEND
Lecture 193eCTD Dossier Lifecycle - Multi Sequence View
Lecture 19410 Year eCTD Lifecycle : Sequence Evolution Diagram - Sequence Management Simulation
Lecture 195Global Decision Tree - Classifying Post Approval Changes
Lecture 196eCTD Technical Validation | Typical issues | Resolutions
Lecture 197eCTD Validation Readiness Checklist
Lecture 198QC Checklist Design and Pre Submission Review
Lecture 199Submission Gateway | FDA ESG • EMA CESP • Health Canada Portal • PMDA Gateway
Lecture 200Regulatory Publishing Simulation 
Lecture 201Pre-Gateway Submission Review Checklist | Post Submission Confirmation
Section 18Risk and Compliance Management
Lecture 202AI and Data Integrity | Regulatory Documentation | Case Based Learning | Understanding Data Integrity Principles | Application and Use Cases
Lecture 203Cases of data breaches with explanation
Lecture 204Case Based Discussion : Data Breach in AI-Assisted CMC Drafting 
Section 19CCDS - Labelling and Artwork Management
Lecture 205CCDS Management 
Lecture 206CCDS Management Tools - Native, AI Plus | Key Functionalities
Lecture 207AI Augmented Labelling Compliance System
Lecture 208Label Drift in CCDS Management | Simulation Case Study | AI Based Workflow in Label Drift detection and management
Lecture 209AI Review of Labels, PI and SMPC with help of the Case Based Simulation | 4 Case Simulations 
Lecture 210CCDS Management Case Study | Pregnancy Warning Upgrade Case Study
Lecture 211CCDS Management Case Study | Dosage Section Conflict | Case Based Analysis
Lecture 212Centralized Artwork Operation | Mechanism | Operation Step Planning 
Lecture 213Case Study on Centralized Artwork Operation  [Recall Management]
Lecture 214Artwork Management Terms | Key Understanding on Terminologies | Usage in Artwork Cases
Section 20Real World Evidence and Real World Data | Strategic Decision Making
Lecture 215Evidence Based Decision Making | Combine evidences for decision making | Do we need more evidence? 
Lecture 216RWD and RWE | Potential sources of RWE | Traditional RCTs vs. RWE | Case Study - RWE Programs | Influencing HCP decision-making
Lecture 217RWD and RWE in Product Lifecycle Management
Lecture 218RWD and RWE - Fit to use | Assessment 
Lecture 219RWD data sources | Different types | Detailed understanding of each class 
Lecture 220RWD Study Design
Lecture 221RWE Published Tool | Insights on commonly used tools
Lecture 222Healthcare Reimbursement Models : Value Based Care | Fee for Service (FFS) Model | Other Reimbursement Models
Lecture 223Consensus Narrative Review 
Lecture 224Electronic Patient Data | EMR | EHR | Differences | Software architecture and characteristics
Lecture 225Active Surveillance Schemes | Active Case Finding |Sentinel Surveillance | Cohort Studies | Vaccine Safety Surveillance | Pharmacovigilance Programs | Disease Registries |Event Monitoring
Lecture 226RWD Characteristics
Lecture 227RCT vs. RWE Comparison | Case Based Analysis
Lecture 228RCT and RWE Comparison
Section 21Working on Healthcare Datasets
Lecture 229Introduction to Healthcare Datasets
Lecture 230Dataset 1: Claims Data (Insurance)
Lecture 231Dataset 2: Retail Pharmacy Prescription Data
Lecture 232Dataset 3: Longitudinal Patient Data
Lecture 233Characteristics of Different Set of Healthcare Data
Lecture 234Reimbursement and Pricing Datasets
Lecture 235RWE Data Sources & Quality Considerations Checklist | Case Based Analysis
Lecture 236Triangulation and benchmarking | Enhancing Data Validation Through Cross-Referencing
Lecture 237RWD & RWE Case Database
Lecture 238RWE Large Dataset for Data Crunching Exercises |Data cleaning & preprocessing | Comparative Effectiveness Analysis 
Section 22AI Tools, Ethics and Future Landscape
Lecture 239AI Reg Tools - Review | Understanding Capabilities
Lecture 240Regulatory Authority View on AI Adoption
Section 23Course Certification
Lecture 241Final Certification Examination
Lecture 242Request for Course Certificate