How it works

AI+X Learning Plan

The AI+X Learning Plan empowers learners of all majors and backgrounds to apply AI across industries and shape their future with purpose. Explore how it works—and find the path that fits you best.

01
Plan your journey

Onboard and Connect

Once enrolled, your plan begins with personalized guidance from our academic team, designed to help you explore interests, choose the right projects, and grow with confidence.

1 per project

Project Leads (PLs)

Your guide to industry experience and research rigor.

  • Topic selection and alignment support
  • Feedback on presentations
  • Recommendation letters
  • Ensure academic quality
1 per project

Academic Advisors (AAs)

Your coordinators for structure and progress.

  • Regular check-ins
  • Milestone tracking
  • Meeting scheduling
  • Team communication
  • Project organization
1-on-1

Mentors

Your personal coach for growth and reflection.

  • Clarify goals
  • Navigate challenges
  • Support personal development
  • Build confidence
02
Enroll in PBLS

Explore Unlimited  PBLs

Learn by doing. Solve real-world challenges, build skills that matter, and grow your academic or professional portfolio.

View Projects
Your Learning Jorney
Start Your
Learning Journey
Start Your Learning Journey

Get to know “PBL” and your Research Subject

Step 1
Insight
Essential Learning Materials
Step 2
Orientation
Learn how PBLs work
Step 3
Subject
Overview
Project Lead gives project background
Exploration

Develop your PBL with Project Lead’s guidance

Step 4
Start
Proposal, literature review, and methodology with Project Lead
Step 5
Progress
Develop PBL guided by Project Lead feedback
Step 6
Finalize
Receive final feedback and prepare presentation
Step 7
Present
Show final project to Project Lead
learning

Transform project to working paper

Step 8
Complete
Paper
Additional research sessions with Project Lead
Step 9
Connect
Learn from project lead's experience
mastery
Next Round
What to Expect
Live session
Lecture

Project Lead shares knowledge on their field

Progress Check-In

Project Lead and advisor review your progress

Next Steps

Project Lead assigns new milestones at end of session

Final Presentation

Participants showcase their results

Focused Work
Delegate Tasks

Assign roles to each team member

Develop Project

Incorporate feedback and your own findings

Build Model

Build a model that addresses your track

Research Advancement Period
Paper

Turn your final project into a working research paper

Research Support

Receive Project Lead feedback based on their publication experience

Network

Strengthen relationship and knowledge from Project Lead

You Will Get

Unlimited Access

Explore projects across all fields, refreshed each term

Personalized Learning

Tailor your path via your learner dashboard

Flexible Scheduling

Join projects on your timeline, at your pace

Earn Recommendations

Get a letter after every completed project

PBL
AI +
Natural Language Processing
hot
new
Hugging Face Project
AI in Natural Language Processing

Build and apply AI models to analyze, classify, and understand natural language, gaining practical skills in modern NLP techniques and tools.

1
January 1, 2026
PBL
AI +
Psychology
hot
new
Headspace Project
Applied Psychology With Human Data

Leverage data analytics and cognitive science to enhance brain training, improve well-being, and support educational outcomes.

1
January 1, 2026
PBL
AI +
Natural Language Processing
hot
new
OpenAI Project
Generative AI with LLMs and Reinforcement Learning

Design AI-driven systems using large language models and reinforcement learning to build Q&A bots, improve NER, optimize dialogue summarization, and reduce toxic content.

1
January 1, 2026
PBL
AI +
Data Science
hot
new
Tableau Project
Visual Data Science

Master data visualization techniques and tools to effectively analyze, interpret, and communicate complex data across diverse domains.

1
January 1, 2026
PBL
AI +
Business Strategy
hot
new
Meta Project
AI Company Innovation Strategy

Explore AI strategies across biotech, semiconductors, and the metaverse to drive innovation and competitive advantage

1
January 1, 2026
PBL
AI +
Computer Vision
hot
new
Amazon Robotics Project
Computer Vision and Robotics

Develop advanced computer vision skills to solve real-world problems in robotics, photography, human interaction, and smart home technologies.

1
January 1, 2026
PBL
AI +
Business Strategy
hot
new
Amazon Project
AI in Operations Strategy

Optimize complex operational decisions using AI-powered tools such as reinforcement learning, resource allocation models, and multi-criteria analysis.

1
January 1, 2026
PBL
AI +
3D Graphics
hot
new
NVIDIA Project
Computer 3D Graphics and Deep Learning

Create and innovate with cutting-edge computer graphics and deep learning techniques to produce advanced 3D models and simulations.

1
January 1, 2026
PBL
AI +
Health & Biotech
hot
new
Novo Nordisk Project
AI and Computer Vision in BioTech

Leverage AI and computer vision to transform medical imaging and accelerate biotech innovations in clinical trials.

9
September 29, 2025
PBL
AI +
Health & Biotech
hot
new
Genentech Project
Quantitative Analysis in BioTech

Learn to ask biological questions quantitatively and develop scalable, cost-effective solutions for disease diagnostics and scientific accessibility.

1
January 1, 2026
PBL
AI +
Finance & Economics
hot
new
Bridgewater Project
Machine Learning for Financial Forecasting

Build and evaluate financial forecasting models using machine learning and AI tools to design, test, and refine algorithmic trading strategies.

1
January 1, 2026
PBL
AI +
Robotics & Hardware
hot
new
AI in Hardware

Design and implement AI-driven hardware solutions for wearables, autonomous systems, and next-gen semiconductor optimization.

1
January 1, 2026
PBL
AI +
Business Strategy
hot
new
Boston Consulting Group (BCG) Project
Corporate Strategy Consulting

Investigate how strategic ownership can optimize organizational design, enhance profitability, and minimize costs across diverse fields.

1
January 1, 2026
PBL
AI +
Quantum Computing
hot
new
Google Quantum AI Project
Quantum Machine Learning

Explore the fusion of Quantum Computing and Machine Learning to develop cutting-edge algorithms and solutions.

1
January 1, 2026
PBL
AI +
Data Science
hot
new
Netflix Project
Applied Data Science

Engage with real-world data science projects to shape the future of business analytics!

1
January 1, 2026
PBL
AI +
Computer Vision
hot
new
AI in Visual Computing

Build intelligent visual systems using AI to power applications in 3D modeling, object detection, image generation, and advanced sensing.

1
January 1, 2026
PBL
AI +
Business Strategy
hot
new
Deloitte Project
Innovation Management & Strategic Leadership

Drive innovation and strategic growth by mastering industry dynamics, organizational design, and leadership skills with real-world insights.

1
January 1, 2026
PBL
AI +
Robotics & Hardware
hot
new
Boston Dynamics Project
AI and Robotics for Mobile Robot Manipulation

Build cutting-edge AI and robotics solutions to tackle real-world challenges in object detection, navigation, and design.

1
January 1, 2026
PBL
AI +
Finance & Economics
hot
new
J.P. Morgan Project
Machine Learning in Quantitative Finance

Master machine learning for financial analysis, modeling, and risk management through practical, industry-relevant projects.

1
January 1, 2026
PBL
AI +
Environment & Energy
hot
new
Shell Project
AI for Energy and Sustainability

Leverage AI and machine learning to optimize energy exploration, geothermal production, environmental impact assessment, and carbon sequestration.

1
January 1, 2026
03
research extension

Deepen Your Research

Take your work from an academic poster to publication with expert support. After presenting your poster for each PBL, you can opt into the Research Extension Sessions for deeper academic development at no additional cost.

Learn More

Focusing on job hunting instead of research?
Post-PBL career support is coming soon.

01

Take Your Work Further

Expand your project into a research publication and contribute to the academic conversation.

Close-in of a paper related to insulin sensitivity.

02

Sharpen Your Research Toolkit

Strengthen your methodology, writing, and storytelling with expert guidance.

03

Collaborate for Stronger Outcomes

Work closely with Project Leads to get detailed feedback and push your ideas forward.

Build Foundational
Knowledge

Learn directly from renowned professors at top universities through structured online courses that bridge theory and real-world relevance.

Network Globally

Learn directly from renowned professors at top universities through structured online courses that bridge theory and real-world relevance.

Earn a Certificate From a Prestigious Institution

Learn directly from renowned professors at top universities through structured online courses that bridge theory and real-world relevance.

04
Enroll in a Foundation Lecture

Enhance Your Foundation in AI

Learn from world-class faculty through the Small Private Online Courses. These lecture-based courses are designed to help beginners and non-STEM students confidently enter the AI field—while offering STEM learners deeper insight into real-world AI applications across industries.

View Courses

Learn From Top Faculty in AI+X

Learn from experts shaping the future of AI. Gain insights grounded in research and real-world application.

Engage in Live, Interactive Sessions

Join live lectures and real-time Q&As. Go beyond passive videos with direct engagement that brings learning to life.

Connect With Peers Around the World

Connect with learners from around the world. Diverse backgrounds, shared goals, and meaningful peer learning.

‍Earn Certificates That Showcase Your Skills

Receive a faculty-endorsed certificate that reflects your skills, commitment, and readiness to apply AI in practice.

04
On-Campus Experience

Go See
the World

Expand your AI+X horizons through global, in-person experiences that bring your learning—and your network—to life. As part of the AI+X Global Talent Community, you’ll be invited to join on-site programs every summer and winter break for 2 or more weeks.

Meet Your Teammates

Connect face-to-face with peers you've worked with online, and strengthen your collaboration beyond the screen.

Visit Real-World Innovation Hubs

Step inside top companies, labs, and factories shaping the future of AI+X.

Join Local AI+X Events

Engage in expert talks, panel discussions, and cultural exchanges in global tech hotspots.

Build Global Friendships

 Form lasting bonds with learners from around the world through shared experiences and shared goals.

06
MEET YOUR GOALS

Meet Your Goals

Your BlendED journey is guided, measurable, and designed for real outcomes. See how your goals come to life through the AI+X Research Plan—step by step.

Start Your Journey
Step 1
Discover Your Direction

Work with a mentor to define your AI+X focus and long-term goals.

Step 2
Join the Right Projects  & Courses

Get SPOC and PBL recommendations aligned with your profile.

Step 3
Build a Strong Foundation

Learn key skills through expert-led SPOCs in tech and beyond.

Step 4
Track Your Growth

Monitor progress and reflect through your learner dashboard.

step 5
Receive Targeted Feedback

Get structured feedback from mentors and project leads.

Step 6
Collaborate Globally

Team up with peers worldwide and build cross-cultural skills.

Step 7
Practice Through Real-World Projects

Solve real problems through hands-on, industry-backed PBL.

Step 8
Build a Career-Ready Portfolio

Turn your projects into polished, job-ready deliverables.

Step 9
Earn Credentials & Recommendations

Gain certificates and letters from each completed PBL.

Step 10
Join the Global Talent Community

Attend events, visit labs, and expand your AI+X network.

Step 11
Get Career Support

Access career tools like resume reviews and mock interviews

Step 12
Apply with Confidence

Graduate with the experience and materials to succeed.

Meet Your Goal
Start Your Journey
Step 1
Clarify Your Academic Focus

Define your AI+X research interests and long-term academic goals with mentor support.

Step 2
Choose Research-Aligned Projects

Select SPOCs and PBLs that build technical depth and interdisciplinary thinking.

Step 3
Learn from World-Class Faculty

Gain theoretical and domain knowledge from expert-led courses.

Step 4
Contribute to Real-World Research

Join projects co-led by researchers and modeled on academic-industry collaboration.

step 5
Strengthen Research Skills

Practice literature review, data analysis, and academic writing.

Step 6
Present Your Work

Share your insights through presentations and research posters.

Step 7
Get Mentorship from Experts

Refine your ideas with guidance from project leads and researchers.

Step 8
Deepen Your Project (Optional)

Continue your work post-PBL toward a publication or advanced output.

Step 9
Build Your Academic Portfolio

Organize your top PBL and SPOC highlights into a research portfolio.

Step 10
Earn Strong Recommendations

Receive detailed recommendation letters from mentors who have guided your growth.

Step 11
Explore Graduate Pathways

Get support with grad school research, programs, and applications.

Step 12
Apply What You’ve Learned with Purpose

Use your skills, projects, and references to pursue your academic goals.

Meet Your Goal
Start Your Journey
Step 1
Start With Curiosity

Talk with your mentor about your interests—no clear goal needed.

Step 2
Try Different Fields

Explore AI+X domains through flexible SPOCs and PBL.

Step 3
Learn Across Disciplines

Build foundational skills in tech and non-tech areas—no coding required.

Step 4
Join Real Projects

Try beginner-friendly PBLs and see how AI is applied in real life.

step 5
Reflect and Refine

After each project, think about what you enjoyed and learned.

Step 6
Talk It Through with Mentors

Check in regularly to explore what’s working and what’s not.

Step 7
Grow Core Skills

Build communication, teamwork, and problem-solving skills.

Step 8
Track Your Journey

Use your dashboard to map progress and track your interests.

Step 9
Get Peer Inspiration

Find ideas, advice, and encouragement from other learners, and share your own along the way.

Step 10
Build Confidence Through Action

Take small steps, gain real experience, and grow as you go.

Step 11
Find Patterns in What You Love

Notice themes in what excites you. Your path will become clearer.

Meet Your Goal

Choose Your Learning Path

All plans come with expert content, mentorship, and global community access—starting the moment you begin your first Foundation Lecture or PBL.

Foundation

$1,090

Month-to-Month

Exploring AI+X interests and building foundational AI knowledge

Payment Flexibility

Cancel anytime

On Campus Experience Eligibility

Earn after 6 months

EXPERIENCE

$6,290

Save $250+

6-Month

Complete program experience with hands-on projects and on-campus learning

Payment Flexibility

6 months

On Campus Experience Eligibility

Included (up to 6 weeks)

RESEARCH

$10,990

Save $2,180+

12-Month

Comprehensive journey for research, development, and publication opportunities

Payment Flexibility

12 months

On Campus Experience Eligibility

Included (up to 12 weeks)

 Unlimited AI+X projects
Unlimited research extension sessions
 1 Small Private Online Course (SPOC)
Dedicated 1-on-1 mentor guidance
Access to the AI+X Global Talent Community
Official letters of recommendation
On-Campus Experience eligibility (for 6-month+ plans)

FAQs

Still have questions?

Do I need coding or AI experience?

No. Many of our learners come from non-technical backgrounds. We offer beginner-friendly SPOCs and PBLs, along with mentor support.

What if I don’t have a clear goal yet?

That’s completely fine. Your mentor will help you explore your interests, try different AI+X fields, and gradually define your direction.

Can I apply as a first-year student or a non-STEM major?

Yes. We believe AI is, or will soon be, relevant to every field. What matters most is your curiosity, willingness to learn, and commitment to grow, regardless of your year or academic background.

When does my plan begin?

Your plan begins when you start your first SPOC or PBL—not on the date of tuition payment.

How many PBLs can I complete in 6 months?

Most learners complete 2 to 4 PBLs in a 6-month plan, depending on your schedule and pace.

Can I work on multiple projects at the same time?

Yes. "Unlimited" means you're free to structure your learning in the way that works best for you. You can participate in multiple PBL projects in parallel, as long as you can manage your time effectively within your active learning plan.

Is “Deepen Your Research” included in the plan?

Yes. Research extension sessions are fully included in all plans at no extra cost.

What is a PBL Evaluation Report?

It’s an optional project evaluation available upon request. If your work meets expectations, it can serve as a recommendation letter for school or job applications.

What will I receive upon completion?

You’ll receive certificates, a project portfolio, recommendation submissions, and full access to our AI+X Global Talent Community.

Can I join PBLs on my own timeline?

Yes. You can use your learner dashboard to choose project start dates that work for you.

What if I need to pause during my plan?

You may take breaks between PBLs if needed, as long as all learning is completed within your active plan period.

What if I’m in a different time zone or have a busy schedule?

Our programs are designed for flexibility. Most SPOC content is asynchronous, and many PBL meetings offer multiple scheduling options. You'll coordinate directly with your project team and mentor to find times that work for everyone.

Does the plan cover my housing and travel expenses for the on-campus experience?

Program fees do not include housing or travel. For full details about logistics, costs, and support options, please refer to the On-Campus Experience FAQs.

Can I pay in installments?

Yes. We offer installment options depending on your location and payment method. Please contact us for more details.

Can I upgrade my plan later?


Yes. You can start with the Discover Plan and upgrade to Launch or Transform as your needs and goals evolve.

Ready to Get Started?

Apply now and kick off your AI+X journey.