AI for professionals · Free online course

AI for Pharmacists and Pharma Professionals

How AI is changing pharmacy and the pharma industry: drug discovery and the development pipeline, AI tools in plain terms, ADMET prediction, AI in clinical trials, GMP data integrity and ALCOA++, AI for QA and SOP work, and the regulation that governs it all. Built on NPTEL IIT Madras lectures and GMP Guide lessons.

9 modules
5h 55m of video
Beginner
English
₹0, free

AI for Pharmacists and Pharma Professionals course cover

₹0Free for good

Worth ₹3,499 by length and depth against classroom training. It has always been free; that is not a former price.

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Overview

About AI for Pharmacists and Pharma Professionals

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 5h 55m of video lessons by NPTEL IIT Madras, GMP Guide, NBEMS (National Board of Examinations in Medical Sciences) and others, with written notes and worked problems, a practical project with a document pack and a 15-question final assessment (pass mark 60%). Learning is free with an account; an optional certificate with a public verification code is issued when you pass. Last updated 27 September 2026.

Who it is for: Pharmacists, pharmacy students and pharmaceutical industry professionals

This course includes

5h 55m of video lessons
9 modules with written notes and diagrams
One final assessment: 15 questions, pass mark 60%
Ask-an-engineer support from practising engineers
Lifetime access, the course does not expire
Optional verifiable certificate when you finish

Step 1 of 3
Learn the 9 modules
5h 55m of video lessons, written notes and a practice task per module, at your own pace.
Step 2 of 3
Pass the final assessment
15 questions drawn from every module, pass mark 60%, 3 attempts.
Step 3 of 3
Take the certificate, if you want it
Optional, paid once, only if you choose it. The course stays free either way.
See the certificate and its price

A look inside

AI for Pharmacists and Pharma Professionals: Syllabus at a glance — Syllabus at a glance

AI for Pharmacists and Pharma Professionals: What you will be able to do — What you will be able to do

AI for Pharmacists and Pharma Professionals: Tools and credits — Tools and credits

From the lessons

AI in pharmacy and pharma: the landscape
by NPTEL-NOC IITM
Drug discovery and where AI fits
by NPTEL-NOC IITM
AI technologies and tools, in plain terms
by NPTEL-NOC IITM
AI across the pipeline, from target to ADMET
by NPTEL-NOC IITM
AI in clinical trials
by NPTEL-NOC IITM
GMP, data integrity and ALCOA++ in an AI world
by GMP GUIDE

Lesson frames belong to the creators named in the Credits and are shown from YouTube.

What you learn

What you will be able to do

Describe where AI is used across pharmacy practice and the pharma industry; explain the drug development pipeline and why AI targets early failure; explain in plain words the AI techniques and tools used in drug discovery; apply Lipinski's rule of five and explain ADMET prediction; plan a trial recruitment funnel and describe AI's role in recruitment and retention; apply ALCOA++ and risk-based validation to AI-assisted GMP records; use AI for SOP, deviation and trending work under document control; and rate an AI model's risk under current FDA, EMA and draft EU GMP thinking.

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
Apply Lipinski's rule of five and explain ADMET prediction
Size a clinical trial recruitment funnel and describe AI's role in recruitment and retention
Apply ALCOA++ and risk-based validation to AI-assisted GMP records
Use AI for SOP, deviation and trending work under document control
Rate an AI model's risk using current FDA, EMA and draft EU GMP thinking

Syllabus

Course content, module by module

In order, at whatever pace suits you. Each module ends with a practice task that builds on the last.

Modules: 9
Video lessons: 21
Of video: 5h 55m
Final questions: 15

01
AI in pharmacy and pharma: the landscape
2 lessons · 12m
02
Drug discovery and where AI fits
2 lessons · 50m
03
AI technologies and tools, in plain terms
2 lessons · 1h 2m
04
AI across the pipeline, from target to ADMET
2 lessons · 1h 1m
05
AI in clinical trials
2 lessons · 1h 0m
06
GMP, data integrity and ALCOA++ in an AI world
5 lessons · 31m
07
AI for QA, SOPs and everyday pharma work
3 lessons · 24m
08
Regulation, explainability and real case studies
2 lessons · 53m
09
Final Assessment
1 lesson · 2m
Final assessment · 15 questions, pass mark 60%

Show all 9 modules

Project

The course project

Optional practice that ends in the kind of job the course prepares you for, with the documents that go with it.

About 8 hours

Qualifying an AI writing assistant for QA: user requirements, a risk register, a traceability matrix and a controlled-use procedure

Specify, risk-assess and qualify the use of an enterprise AI writing assistant for drafting SOPs and deviation reports in a GMP quality assurance department, as the QA professional leading the work: write the user requirements, build the risk register, trace each requirement to a test and its result, and write the procedure that controls its use. The sample pack shows each document for an oral solid dosage plant. No real batch or patient data is used.

Sample document pack, 4 documents, filled in for the scenario

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

Read inside the course and download as a workbook. The project is optional practice, marked when you submit it; the certificate needs only the modules and the final assessment.

Tools

Software, hardware and lessons

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.

Who it is for

Beginner. For pharmacists, pharmacy students (B.Pharm, M.Pharm, Pharm.D) and pharma professionals. No coding; basic pharmacology and a little arithmetic.

Video lessons by

NPTEL IIT Madras
GMP Guide
NBEMS (National Board of Examinations in Medical Sciences)
NPTEL-NOC IITM
NBEMS

Independent creators, credited in full under Credits.

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.

One AI assistant

Any one is enough.

01
ChatGPT
OpenAI, in the browser
Free plan with limits
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.
Show the 4 stepsHide the steps
Steps
1. 1.Open chatgpt.com.
2. 2.Click Sign up and create an account with your email, or a Google, Microsoft or Apple account.
3. 3.Verify your email and confirm your details.
4. 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
02
Claude
Anthropic, in the browser
Free plan with limits
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.
Show the 4 stepsHide the steps
Steps
1. 1.Open claude.ai (or see the plans at claude.com/pricing).
2. 2.Sign up with your email or Google account and confirm your email.
3. 3.Confirm you are 18 or over and accept the terms.
4. 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
03
Google Gemini
Google, in the browser
Free with limits
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.
Show the 4 stepsHide the steps
Steps
1. 1.Open gemini.google.com.
2. 2.Sign in with your Google account.
3. 3.Accept the terms the first time you use it.
4. 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
04
Microsoft Copilot and Microsoft 365 Copilot Chat
Microsoft, in the browser
Free
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.
Show the 4 stepsHide the steps
Steps
1. 1.Open copilot.microsoft.com.
2. 2.Optionally click Sign in and use your personal Microsoft account.
3. 3.Type your question in the message box.
4. 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.

What you walk away with

Your certificate for AI for Pharmacists and Pharma Professionals

Finish the course, pass the final, and this is the document with your name on it.

Sample Wartens Certificate of Completion for AI for Pharmacists and Pharma Professionals, issued through the EDWartens training portal — Sample. The issued certificate carries your name, your final score, a unique certificate ID and its own QR code.

Verifiable by anyone
A unique certificate number and a public verification page. A recruiter checks it in ten seconds.
Adds to LinkedIn in one click
Issuer, credential ID and URL prefilled, with 5 matching skills to pin to your profile.
QR code on the certificate
Scans straight to the verification page, so a printed copy proves itself.
Names what you can do
Lists the topics covered, from the drug development pipeline and where ai fits to ai for qa and sop work, and fda and eu model-risk thinking.
A permanent link
Put it on a CV, a portfolio or an application. The URL never changes.
Earned, not attended
Issued only after every module and a final assessment at 60%, with 3 attempts. That is why it stands up.

Learning is free. The certificate is optional.

Add it now and pay only when you have finished the course, or come back for it later. One-off, US$23.99, with a receipt.

Issued by Wartens Ltd (England and Wales, company no. 15262249) through the EDWartens training portal, as a Certificate of Completion for this self-paced course. Sold in India by Wartens Automation Private Limited. It is not a vendor certification, a university award or a CPD-accredited activity, and it does not certify competence on live equipment. Delivered electronically; see the refund policy.

FAQ

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.

Is the AI for Pharmacists and Pharma Professionals course free in India, and what does the certificate cost?

Yes. Learning costs ₹0 in India: every module, the written notes, the practice tasks and the final assessment, with no card and no trial period. The only paid item is the optional EDWartens Certificate of Completion, ₹499 including GST for this beginner course, paid in rupees through Razorpay, and only if you want it after passing the final assessment.

All course facts

Price: ₹0, free for good. No trial, no card. Comparable classroom training of this length costs about ₹3,499.
Who it is for: Pharmacists, pharmacy students and pharmaceutical industry professionals
Format: 9 self-paced modules, 5h 55m of video, written notes, a practice task per module and one final assessment.
Level: Beginner. Beginner. For pharmacists, pharmacy students (B.Pharm, M.Pharm, Pharm.D) and pharma professionals. No coding; basic pharmacology and a little arithmetic.
Brand: Vendor-neutral
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.
Certificate: Optional EDWartens Certificate of Completion, ₹499 inclusive of GST for learners in India, verifiable by code. Not a vendor credential.
Video lessons by: NPTEL IIT Madras, GMP Guide, NBEMS (National Board of Examinations in Medical Sciences), NPTEL-NOC IITM, NBEMS (independent creators, credited below)
Language: English
Last updated: 27 September 2026

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Credits

Who made the video lessons

The video lessons in this course were created by the people below, not by EDWartens. Every lesson streams from its creator's own YouTube channel; EDWartens neither hosts nor sells that footage, and the creators are not affiliated with EDWartens and do not endorse this course. What EDWartens wrote is the study plan, the notes, the practice tasks and the assessments.

NPTEL IIT Madrasthe lectures on AI in drug discovery and development: the drug development process, the advantages of AI, AI technologies and platforms, applications across the pipeline, ADMET properties, predicting clinical trial outcomes, patient recruitment and retention, regulatory considerations and success case studies
GMP Guidelessons on good documentation practice and ALCOA++, CSV and CSA, Annex 22, predictive compliance, and using ChatGPT and AI in QA, SOPs and GMP projects
NBEMS (National Board of Examinations in Medical Sciences)the lesson answering common questions on how a medical professional can use AI in real work
NPTEL-NOC IITM11 lessons in "AI in pharmacy and pharma: the landscape", "Drug discovery and where AI fits", "AI technologies and tools, in plain terms", "AI across the pipeline, from target to ADMET", "AI in clinical trials" and "Regulation, explainability and real case studies"
NBEMSa lesson in "AI in pharmacy and pharma: the landscape"

If you are one of these creators and would like a lesson removed or credited differently, write to info@wartens.com.