Dreams Over Degrees

EVOLVE - AI in Healthcare

A recorded, beginner-friendly healthcare AI program built to help learners understand AI, explore career pathways, and gain practical confidence without starting from a coding-heavy background.

Live program 8 recorded sessions Built for healthcare learners
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EVOLVE poster
30 learner responses 67% rated EVOLVE excellent and 33% rated it good, with no negative ratings.
100% would recommend 90% said definitely yes and 10% said probably yes.
93% concept clarity Most learners said the sessions were very clear or mostly clear.
87% want more Participants want advanced programs, deeper projects, and EVOLVE 2.0 style next steps.

What EVOLVE is designed to do

EVOLVE is the recorded program for learners who want a clearer, faster entry point into healthcare AI. It focuses on understanding the landscape, seeing real examples, getting hands-on with essential tools, and building the confidence to continue learning or pivot into new opportunities.

What you will learn

  • AI fundamentals in healthcare and why the field matters right now.
  • Real-world AI applications across healthcare workflows and careers.
  • How much coding is actually required for healthcare professionals.
  • Introductory machine learning and medical imaging concepts.
  • Hands-on exposure using Google Colab and AI productivity tools.
  • Career transition thinking, startup guidance, and capstone direction.

Skills and tools this page is built around

ChatGPT Productivity AI Fundamentals Machine Learning Basics Healthcare AI Use Cases Google Colab Medical Imaging Concepts Career Clarity Startup Thinking

Program outcomes

  • Clear understanding of AI fundamentals and healthcare relevance.
  • Confidence to start learning AI tools instead of feeling locked out.
  • Hands-on exposure to simple machine learning and imaging AI concepts.
  • Better direction around jobs, non-coding roles, startup thinking, and next steps.

What learners gain in practical terms

Gain 01

Clarity before complexity

The program removes confusion around AI buzzwords, coding fear, and the difference between healthcare AI hype and practical reality.

Gain 02

Exposure to tools that matter

Learners use ChatGPT, Google Colab, and beginner-safe workflows so the field feels accessible, not abstract.

Gain 03

Direction for what comes next

The later sessions tie the learning back to job roles, portfolio positioning, and early innovation or startup ideas.

What is included in EVOLVE

Session 1

Getting started with AI

ChatGPT for productivity, the impact of AI on healthcare careers, what coding means in this new era, AI examples, and an introduction to Google Colab.

Session 2

AI and machine learning basics

Artificial intelligence concepts, large language models, GPT workflows, model evaluation, and how healthcare AI models are actually interpreted.

Session 3

Applied AI in healthcare

Deep learning in healthcare, medical imaging, ethics, capstone-project kickoff, and early thinking around building an AI solution.

Session 4

Careers, growth, and entrepreneurship

Healthcare AI job roles, non-coding and hybrid opportunities, resume and LinkedIn strategy, grants, incubators, and pitching basics.

What EVOLVE learners said

The feedback report collected 30 EVOLVE responses and shows a very clean signal: strong clarity, strong usefulness, and a full 100% recommendation rate.

4.7
★★★★★
30 responses
5★
67%
4★
33%
Clear
93%
Useful
70%
87% said the program significantly increased their interest in AI and tech.
100%
Would recommend
27 definitely yes and 3 probably yes.
93%
Concept clarity
Very clear or mostly clear for nearly every learner.
70%
Extremely useful
The rest still rated it useful, with no negative usefulness signal.
87%
Want advanced track
Participants are ready for deeper project-led programs.
Global
Reach
One published testimonial came from a learner joining from outside India.
EVOLVE Program
★★★★★
"Keep going! You people are doing a wonderful job. Sanjana explains everything in a very beautiful, understandable way!"
Dr. Safeeda AliBDS
EVOLVE Program
★★★★★
"Sanjana is exceptionally good at explaining things."
Dr. Akanksha MishraEVOLVE cohort
EVOLVE Program
★★★★★
"Every class was interesting, and the revision session especially was very helpful for the assessment. Loved the EVOLVE program."
PreranaEVOLVE cohort
EVOLVE Program
★★★★★
"This program was helpful, thanks to the efforts of Dr. Sanjana and Rajeev. I appreciate the team's support and their intention to help those struggling to learn about the AI market."
Dr. Hafsa KhanEVOLVE cohort
EVOLVE Program
★★★★★
"Everything was very well organised and informative. I have no suggestions for improvement because everything was so great. I look forward to more such sessions."
Shweta ShriramEVOLVE cohort
EVOLVE Program
★★★★★
"A great class for someone interested in transitioning to the AI side."
Glady Ann ThomasBDS & PG Diploma in Pharmacovigilance & Clinical Research, joined from abroad