AI for professionals
AI for Pharmacists and Pharma Professionals
Learn how AI is used in pharmacy and pharma, from drug discovery and trials to GMP data integrity, SOP work and regulation.
AI for Pharmacists and Pharma Professionals is a free, self-paced online course from EDWartens for pharmacists, pharmacy students and pharmaceutical industry professionals. It has 9 modules and takes about 8.8 hours, with written notes, a practice task per module, a practical project and a final assessment of 15 questions (pass mark 60%). Learning costs nothing and needs only a free account. The optional EDWartens Certificate of Completion, verifiable by code, is a one-off US$23.99 for you; it is not a vendor credential. Updated 1 November 2026.
- Free
- Beginner
- 8.8 hours
- Self-paced
- Certificate optional
- Lab practice in your browser
No card, no trial. The course is free for good. Certificate US$23.99, optional.
- Who it is for
- Pharmacists, pharmacy students and pharmaceutical industry professionals
- Jobs
- Roles that use this skill: analyst, operations specialist, project coordinator and team lead using AI tools. No course guarantees a job.
- Tools
- A free account on one general AI assistant. Nothing to install. Never put patient data or confidential company data into a public tool. Hardware: any computer or phone with a browser.
- Updated
After this course you can
By the end you will be able to:
- Describe where AI is used across pharmacy and the pharma industry
- Explain the drug development pipeline and where AI targets early failure
- Apply Lipinski's rule of five and explain ADMET prediction
- Apply ALCOA++ to AI-assisted GMP records
- Use AI for SOP, deviation and trending work under document control
Who it is for, and what you need first
Who it is for
Pharmacists, pharmacy students and pharmaceutical industry professionals.
Level: Beginner. Beginner. For pharmacists, pharmacy students (B.Pharm, M.Pharm, Pharm.D) and pharma professionals. No coding; basic pharmacology and a little arithmetic.
What you need
Software: A free account on one general AI assistant. Nothing to install. Never put patient data or confidential company data into a public tool..
Hardware: Any computer or phone with a browser.. What to download, and how.
How this course works
Watch the lessons
Short video lessons, one module at a time, at your own pace.
Read the notes
Open the Reading tab for the written notes and diagrams of the module.
Practise in the 3D labOptional
Try the module in the free 3D lab, in your browser.
Check yourself
Answer the questions to see what stuck before you move on.
Final assessment
Pass the final once you have been through the modules.
Certificate, if you want oneOptional
Optional, with a page anyone can use to verify it.
What you learn
9 modules in order, at your own pace. 8.8 hours of video lessons, with written notes and a practice task in each module.
- 1AI in pharmacy and pharma: the landscape, with lab practice: 12m
- 2Drug discovery and where AI fits50m
- 3AI technologies and tools, in plain terms1h 2m
- 4AI across the pipeline, from target to ADMET1h 1m
- 5AI in clinical trials1h 0m
- 6GMP, data integrity and ALCOA++ in an AI world23m
- 7AI for QA, SOPs and everyday pharma work, with lab practice: 32m
- 8Regulation, explainability and real case studies53m
Show the other 1 modules
- 9Final Assessment
Software you need
What to download, where from, what it costs and how to install it. Every link goes to the maker's own site, never a mirror.
Nothing to install
Never put patient data or confidential company data into a public AI tool.
Show what to download (4 tools)
One AI assistant
Any one is enough.
- 01Free plan with limits
ChatGPT
OpenAI, in the browser
- Runs on
- Any modern web browser, plus mobile and desktop apps
- Account
- A free OpenAI account
The Free plan allows everyday text chats. File uploads, image creation, voice and data analysis have tighter limits than paid plans, and ads may appear in some countries. Paid plans raise the limits.
Steps
- 1.Open chatgpt.com.
- 2.Click Sign up and create an account with your email, or a Google, Microsoft or Apple account.
- 3.Verify your email and confirm your details.
- 4.Type your question in the message box.
- Do not paste personal data, passwords or confidential work files.
- ChatGPT tells you when you reach a limit. Wait for it to reset or switch to a lighter task.
Open ChatGPTchatgpt.com - 02Free plan with limits
Claude
Anthropic, in the browser
- Runs on
- Any modern web browser, plus desktop and mobile apps
- Account
- A free Claude account (you must be 18 or over)
The Free plan covers chat on web, desktop and mobile, web search, file creation and Artifacts. Usage limits reset on a rolling five-hour window and depend on message length and features used. Paid plans give more usage.
Steps
- 1.Open claude.ai (or see the plans at claude.com/pricing).
- 2.Sign up with your email or Google account and confirm your email.
- 3.Confirm you are 18 or over and accept the terms.
- 4.Type your question in the message box.
- Long conversations and large files use up your limit faster. Start a new chat for a new topic.
- Do not paste personal data or confidential work files.
Open Claudeclaude.com - 03Free with limits
Google Gemini
Google, in the browser
- Runs on
- Any modern web browser, plus Android and iOS apps
- Account
- A free Google account
Free with a Google account, including a Flash model, limited access to the Pro model, image generation, Deep Research and Gems. Paid Google AI plans give higher limits. Some features require you to be 18 or over.
Steps
- 1.Open gemini.google.com.
- 2.Sign in with your Google account.
- 3.Accept the terms the first time you use it.
- 4.Type your question or upload a file in the prompt box.
- Use a personal Google account. Work or school accounts depend on your administrator's settings.
Open Google Geminigemini.google.com - 04Free
Microsoft Copilot and Microsoft 365 Copilot Chat
Microsoft, in the browser
- Runs on
- Any modern web browser, plus Windows, macOS, Android and iOS apps
- Account
- None needed
Microsoft Copilot is free for individuals; you must be at least 13 (older in some countries). Microsoft 365 Copilot Chat is included at no extra cost for organisations with an eligible Microsoft 365 licence and needs a work or school (Microsoft Entra ID) account.
Steps
- 1.Open copilot.microsoft.com.
- 2.Optionally click Sign in and use your personal Microsoft account.
- 3.Type your question in the message box.
- 4.For work or school use, sign in at microsoft365.com with your organisation account and open Copilot Chat.
- Copilot Chat with a work or school account adds enterprise data protection. Use it for work material if your organisation provides it.
Open Microsoft Copilot and Microsoft 365 Copilot Chatcopilot.microsoft.com
Checked against each maker's own page on 27 September 2026. Trial lengths and editions change; the maker's page is the final word.
Practise in the 3D lab
Practise checking AI output against the data in the AI Workbench, and keep personal details out of what you share with an AI tool.
- Privacy firstAI Workbench, about 25 minOpen in the lab (opens in a new tab): Privacy first
- Check the AI's work: financeAI Workbench, about 20 minOpen in the lab (opens in a new tab): Check the AI's work: finance
Optional. Skip it whenever you like: it never blocks your progress or your certificate.
Course project, about 8 hours
Qualifying an AI writing assistant for QA: requirements, risks, tests, a procedure and a release statement
Specify, risk-assess and qualify an enterprise AI writing assistant for drafting SOPs and deviation reports in a GMP quality assurance department. You are the QA professional leading the work. Write the user requirements and the risk register, trace each requirement to a test, write the procedure and recommend release. The sample pack shows each document for a tablet plant.
- 5documents in the pack
- 5steps to follow
- 5things to hand in
- 8 hof work, at your pace
- URSUser requirements: AI writing assistant for QA drafting
- Risk registerRisk register: AI writing assistant in QA
- Traceability matrixTraceability matrix: AI writing assistant in QA
- ProcedureControlled use of the AI writing assistant in QA
- ReportRelease statement: AI writing assistant in QA
The project is optional practice. The certificate needs only the modules and the final assessment.
After the course, your next step
Show what you can do, then keep going in the same field.
A certificate you can verify
Finish the modules and pass the final assessment (15 questions, pass mark 60%) and you can add a certificate with a public verification page. One-off, US$23.99 for you. It is not a vendor credential.
Want a free certificate? Do the matching Free internship: 4 weeks, nothing to buy, with a free certificate of completion.
AI for Project Management
Eight short weeks of using AI for charters, schedules, risks, minutes and status reports, and of knowing where its estimates fall short: notes, diagrams, a few videos and worked exercises. Finish weeks 1 to 4 and the final, then claim a free Internship Completion Certificate with your real dates and study hours, and a QR code anyone can scan to verify it. Training, not employment.
See the internshipMore free courses
Roles that use this skill
- Analyst
- Operations specialist
- Project coordinator
- Team lead using AI tools
These are the kinds of roles where the skill is used. We make no promise of a job or an interview.
Plain notes
- Free: the whole course, the notes, the practice tasks, the final assessment and support from practising engineers.
- Paid, and optional: the course certificate, and the Engineer-verified internship (the Free internship costs nothing).
- No job promise: the course teaches a skill. It does not place you in a job.
- Lessons by: NPTEL IIT Madras, GMP Guide, NBEMS (National Board of Examinations in Medical Sciences), NPTEL-NOC IITM, NBEMS. Independent creators; the lessons stream from their own channels. EDWartens wrote the study plan, notes, practice tasks and assessments.
NPTEL IIT Madras · GMP Guide · NBEMS (National Board of Examinations in Medical Sciences) · NPTEL-NOC IITM · NBEMS. If you are one of these creators and want a lesson removed or credited differently, write to info@edwartens.com.
Practise what you learn in the free 3D lab
Technical work is judged on what you can do: wiring, commissioning, finding a fault. Doing a task yourself teaches more than watching it a second time, and a lab lets you try it safely before you meet real equipment. It does not replace working on real hardware.
- Practise safely, so a mistake costs nothing.
- The lab checks your work like a site test, so you know when it is right.
- Free, in your browser, with nothing to install.
Why learn with EDWartens
What you get with this course, and what comes after it.
- Free from the first lesson to the final assessment.
- Practice in a free 3D lab in your browser, with nothing to install.
- Video lessons with written notes and a project.
- An optional certificate that anyone can verify online.
- Free internships to keep practising afterwards.
Common questions
Is this course clinical or regulatory advice?
No. It teaches pharmacists and pharma professionals how AI works in their field and how to use it safely. It does not tell you how to treat a patient, and it does not replace your company's quality system, validation policy or regulatory advice.
Who is the AI for Pharmacists and Pharma Professionals course for?
Pharmacists in community and hospital practice, pharmacy students, and professionals in pharma R&D, clinical research, manufacturing, QA, QC and regulatory affairs.
Do I need coding?
No. The course explains the techniques in plain words. The only calculations are simple arithmetic: rule-of-five counts, recruitment funnels and a process capability check.
Is it the same as the NPTEL course?
No. It is built on NPTEL IIT Madras lectures that are free on YouTube, credited on each module, together with GMP Guide lessons. It is not affiliated with NPTEL or IIT Madras. EDWartens added the notes, worked problems, a GMP project and the assessments.
Is the AI for Pharmacists and Pharma Professionals course really free?
Yes. Every module, the notes, the project and the final assessment are free. The certificate is optional.
What certificate does the AI for Pharmacists and Pharma Professionals course give?
An EDWartens Certificate of Completion when you pass the final assessment, with a number anyone can verify on our site. It is not a pharmacy qualification, a registration requirement or a GMP certification, and we never describe it as one.
How long does the AI for Pharmacists and Pharma Professionals course take?
About 9 hours of video lessons, notes and practice questions, taken at your own pace. The optional project takes about 8 hours more.
What is the project in the AI for Pharmacists and Pharma Professionals course?
You act as the QA professional qualifying an enterprise AI writing assistant for SOP and deviation drafting at a tablet plant: user requirements, a risk register, a traceability matrix and a controlled-use procedure. A complete sample pack shows each document, with invented examples only.
Do I have to use the lab?
No. The lab is optional practice. You can skip it whenever you like, and it never blocks your progress, the final assessment or your certificate.
Is the lab free?
Yes. Every lab level for this course opens in your browser, free, with nothing to install.
What topics does the AI for Pharmacists and Pharma Professionals course cover, module by module?
The AI for Pharmacists and Pharma Professionals course has 9 modules. It opens with "AI in pharmacy and pharma: the landscape", goes through "Drug discovery and where AI fits", "AI across the pipeline, from target to ADMET", "GMP, data integrity and ALCOA++ in an AI world" and "Regulation, explainability and real case studies" and ends with "Final Assessment". The full list with minutes is under "What you learn" on this page.
What can I do after the AI for Pharmacists and Pharma Professionals course?
After the AI for Pharmacists and Pharma Professionals course: Map where AI is used in pharmacy practice and across the pharma industry; Explain the drug development pipeline and why AI targets early failure; Describe AI techniques, molecular representations and open tools in plain words. These are the practical outcomes the course is written around, and the final assessment of 15 questions checks them.
What software and hardware do I need for the AI for Pharmacists and Pharma Professionals course, and does it cost anything?
For the AI for Pharmacists and Pharma Professionals course, software: A free account on one general AI assistant. Nothing to install. Never put patient data or confidential company data into a public tool. Hardware: any computer or phone with a browser. The course itself is free.
Is the AI for Pharmacists and Pharma Professionals course suitable for me, and what level is it?
AI for Pharmacists and Pharma Professionals is rated beginner. Beginner. For pharmacists, pharmacy students (B.Pharm, M.Pharm, Pharm.D) and pharma professionals. No coding; basic pharmacology and a little arithmetic. It is written for pharmacists, pharmacy students and pharmaceutical industry professionals, and takes about 8.8 hours at your own pace.
Which jobs use the skills from the AI for Pharmacists and Pharma Professionals course?
Skills from the AI for Pharmacists and Pharma Professionals course (for example: map where AI is used in pharmacy practice and across the pharma industry) are used in roles such as analyst, operations specialist, project coordinator and team lead using AI tools, and in pharmacist work. The course gives you practical evidence of the skill; it does not promise a job, and employers decide on experience and interview.
Start free today
AI for Pharmacists and Pharma Professionals, at your own pace. Add the certificate only if you want one.