25 Innovative Project-Based Learning Ideas for Every Skill Level and Industry in 2025
Updated on Jun 13, 2025 | 21 min read | 10.04K+ views
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Updated on Jun 13, 2025 | 21 min read | 10.04K+ views
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Did you know? Project-Based Learning (PBL) makes the biggest splash in engineering and technology, with an impressive impact (effect size SMD = 0.619). It's not far behind in natural sciences (SMD = 0.484), and while still significant in the humanities and social sciences (SMD = 0.284), its influence is undeniable across all fields. |
Project-based learning (PBL) empowers students to solve real-world problems through hands-on projects. It provides experience with technologies like AI, machine learning, and programming languages, preparing them for careers across various fields. By creating AI-driven health apps, building machine learning models, or engaging in sustainability initiatives, students acquire skills that extend beyond theory.
This approach boosts critical thinking, teamwork, and creativity, offering tangible benefits such as enhanced problem-solving and skill-building. This guide will present PBL ideas, categorized by skill level and industry, to help you develop expertise for success in 2025 and beyond.
Project-based learning ideas engage students in hands-on tasks that address practical challenges, such as app development or sustainability solutions. This guide provides a range of real-time project ideas across various industries and skill levels, helping students develop critical thinking, teamwork, and creativity.
By solving real problems, students gain valuable experience and develop key skills to thrive in their careers.
Looking to expand your practical skills? Explore our range of courses that emphasize project-based learning. Choose from top software development and AI courses to gain hands-on experience and create impactful solutions. Start building the expertise you need today!
Let’s explore these projects categorized for top industries so students can choose what benefits them as per their field.
Dividing project-based learning ideas by industry allows students to tackle practical challenges specific to their field, enhancing relevance and skill development. This approach equips students with hands-on experience, deepens their industry knowledge, and prepares them for future career success.
Technology and software development projects let students build real-world skills by creating apps, websites, or AI models. Projects like mobile app development, database management, and machine learning provide hands-on experience, sharpening technical abilities and problem-solving skills. These practical projects equip students for careers in software engineering, data science, and other tech fields.
Develop a mobile application to help local businesses efficiently manage inventory, track sales, and engage with customers. The app will feature real-time inventory updates, a seamless checkout system, and integration with payment gateways. User-friendly interfaces, push notifications, and data analytics will empower business owners to make informed decisions about stock levels and customer interactions.
Practical Application: This app simulates the needs of small businesses by providing an accessible solution for managing operations, allowing businesses to streamline workflows and enhance customer service.
Tools Needed: Android Studio, React Native, Firebase
Common Challenges and Their Solutions:
Challenge |
Solution |
Limited device compatibility | Use cross-platform development tools (e.g., React Native) to ensure compatibility with both iOS and Android devices. |
Real-time data synchronization | Implement cloud-based databases (e.g., Firebase) for real-time updates and consistent data synchronization across devices. |
Security of user payment data | Integrate secure payment gateways (e.g., Stripe, PayPal) and use encryption protocols (e.g., AES) to protect financial data. |
Also Read: 10 Best Project Management Project Ideas For Beginners in 2025
Create an AI-powered chatbot capable of handling customer queries, offering personalized recommendations, and solving basic issues. Key features will include Natural Language Processing (NLP) for understanding queries, an easy-to-use dashboard for training the bot, and seamless integration with existing customer support systems.
Practical Application: This chatbot can reduce human workload by automating responses for common queries, allowing businesses to enhance customer support while saving time and resources.
Tools Needed: Dialogflow, Node.js, Python
Common Challenges and Their Solutions:
Challenge |
Solution |
Inaccurate responses to complex queries | Continuously train the chatbot using diverse datasets to improve its NLP capabilities and handle more complex queries. |
User frustration with bot responses | Implement fallback mechanisms that escalate the query to a human agent when the bot cannot solve the issue. |
Integration with existing customer databases | Use API integrations to connect the chatbot to customer databases and CRM systems to provide personalized support. |
Build a decentralized, blockchain-based voting system that ensures secure, anonymous voting and guarantees data integrity. Features include voter identity verification, real-time vote tallying, and transparent ledger entries to prevent tampering or fraud.
Practical Application: This solution can be applied in elections to enhance transparency and prevent fraud, ensuring that every vote is counted accurately.
Tools Needed: Ethereum, Solidity, Truffle Suite
Common Challenges and Their Solutions:
Challenge |
Solution |
Scalability of the blockchain | Use layer 2 solutions (e.g., Optimistic Rollups) to scale the voting system while reducing transaction fees. |
Voter anonymity vs transparency | Implement zero-knowledge proofs (ZKPs) to preserve voter privacy while ensuring the integrity of the vote. |
Smart contract security vulnerabilities | Conduct rigorous smart contract audits and use formal verification methods to ensure security. |
Also Read: What is Blockchain Technology? [Explained]
Design an IoT-powered smart home system that monitors and controls home devices such as lights, thermostats, and security systems. The system will feature real-time device monitoring, automated tasks (e.g., scheduling), and remote control via a mobile app. The system will also include voice command integration and analytics for optimizing energy usage.
Practical Application: This project can be used by homeowners to manage home devices efficiently, reduce energy consumption, and improve security.
Tools Needed: Arduino, Raspberry Pi, Node.js, MQTT
Common Challenges and Their Solutions:
Challenge |
Solution |
Device compatibility issues | Use standard communication protocols (e.g., Zigbee, Z-Wave) to ensure compatibility with different smart home devices. |
Network instability | Implement robust error handling and use a hybrid communication model (e.g., Wi-Fi and Bluetooth) to reduce network dependencies. |
Security risks in connected devices | Incorporate end-to-end encryption for data transmission and use secure boot mechanisms to prevent unauthorized access. |
Also Read: Top 10 Web Development Project Ideas & Topics
Develop a cloud-based system for storing, organizing, and retrieving documents. The system will feature automated file categorization, version control, real-time collaboration, and role-based access to ensure secure and efficient document management.
Practical Application: This system could be used by businesses to digitize and manage documents securely, improving collaboration and streamlining workflows.
Tools Needed: AWS, Google Cloud, Python, JavaScript
Common Challenges and Their Solutions:
Challenge |
Solution |
Data security and access control | Implement multi-factor authentication (MFA) and role-based access control (RBAC) for user security. |
Performance issues with large files | Use distributed file storage systems (e.g., AWS S3) and optimize database queries for better performance. |
Integration with existing enterprise systems | Use REST APIs to integrate with existing ERP and document management systems to ensure smooth data exchange. |
Business and management projects allow students to apply strategic thinking to practical scenarios. By working on tasks like market analysis, business plans, or project management simulations, students develop critical skills in leadership, decision-making, and financial management. These projects prepare them to work through challenges in various industries, enhancing their ability to innovate, lead teams, and manage operations effectively in today’s dynamic business environment.
Build a sales forecasting tool that predicts sales trends based on historical data, seasonal variations, and other market factors. The tool will incorporate AI-driven predictions, interactive dashboards, and visual reports to help businesses plan inventory and sales strategies.
Practical Application: This tool can help businesses forecast demand more accurately, optimizing inventory and increasing profitability.
Tools Needed: Excel, Python, Tableau
Common Challenges and Their Solutions:
Challenge |
Solution |
Accuracy of predictions | Continuously update the model with fresh data to improve prediction accuracy and account for market changes. |
Complexity of integrating external data sources | Use API integrations to pull in external data sources (e.g., market trends) for more accurate forecasting. |
User interface complexity | Build an intuitive, user-friendly interface with drag-and-drop features for ease of use by non-technical users. |
Also Read: A Complete Guide to Master Linux Commands for DevOps in 2025
Develop a CRM system that helps businesses track interactions with leads and customers, manage sales pipelines, and automate follow-up emails. Key features will include a contact management system, email automation, and reporting capabilities to monitor sales team performance.
Practical Application: This CRM system can help businesses streamline their sales process, improve customer retention, and increase sales effectiveness.
Tools Needed: Salesforce, HubSpot, Python
Common Challenges and Their Solutions:
Challenge |
Solution |
Data integration with multiple sources | Use APIs to connect the CRM system with other platforms such as email, marketing automation, and customer support systems. |
Ensuring data privacy and compliance | Implement encryption for sensitive data and ensure compliance with regulations such as GDPR. |
User adoption of the CRM system | Provide training materials and resources for users to understand the system's full capabilities and benefits. |
Create a business plan generator that provides entrepreneurs with customizable templates, financial projection tools, and market analysis resources. The system will automate business plan generation by asking key questions about the business idea and generating a comprehensive plan.
Practical Application: Entrepreneurs can use this tool to quickly create business plans to attract investors and guide their business strategy.
Tools Needed: Microsoft Word, Excel, Google Sheets
Common Challenges and Their Solutions:
Challenge |
Solution |
Customizability of templates | Provide multiple templates tailored to different industries, ensuring flexibility for diverse business models. |
Generating accurate financial projections | Use dynamic financial modeling tools that allow users to input specific data and automatically generate projections. |
User engagement | Incorporate interactive features like step-by-step guidance and suggestions for improvement based on the user's business type. |
Develop an inventory management system that tracks stock levels, automates reordering, and integrates with supplier systems for seamless order fulfillment. Key features will include barcode scanning, real-time updates, and low-stock alerts.
Practical Application: Businesses can use this system to maintain optimal stock levels, reduce wastage, and ensure timely orders.
Tools Needed: JavaScript, MySQL, React
Common Challenges and Their Solutions:
Challenge |
Solution |
Real-time stock synchronization | Implement cloud-based databases that update inventory in real-time across all sales channels. |
User error in stock management | Incorporate automated alerts and validation checks to minimize human errors in inventory updates. |
Handling large datasets | Use indexing and optimized database queries to improve performance when handling large datasets. |
Create a dashboard that tracks digital marketing campaigns across channels like social media, email, and SEO. Features will include real-time analytics, KPIs, and campaign tracking to help businesses measure performance and optimize future campaigns.
Practical Application: Marketing teams use this dashboard to monitor campaign performance and adjust strategies to improve ROI.
Tools Needed: Google Analytics, Tableau, Python
Common Challenges and Their Solutions:
Challenge |
Solution |
Data integration from multiple sources | Use APIs to pull in data from various marketing platforms for a consolidated view. |
Handling large amounts of marketing data | Use data warehousing solutions and optimize queries to handle large datasets efficiently. |
Real-time data accuracy | Implement data validation rules and automated reports to ensure accurate, up-to-date information. |
Healthcare and life sciences projects let students tackle real-world challenges, from designing health apps to conducting medical research. These projects offer hands-on experience in biotechnology, healthcare management, and clinical studies, preparing students to drive innovation and address pressing industry issues.
Create a telemedicine application that enables doctors to provide virtual consultations, schedule appointments, and track patient medical history. Key features include video calling integration, patient profile management, prescription tracking, and real-time appointment scheduling.
Practical Application: This app can be used in remote healthcare settings, allowing patients to receive medical care from the comfort of their home, reducing the strain on physical healthcare facilities.
Tools Needed: Flutter, Firebase, WebRTC
Common Challenges and Their Solutions:
Challenge |
Solution |
Video call stability and quality | Use reliable video streaming platforms (e.g., WebRTC, Agora) and implement adaptive bandwidth technology. |
HIPAA compliance | Implement robust data encryption and ensure the app is compliant with healthcare data security regulations such as HIPAA. |
Scalability for high user volume | Use cloud-based solutions (e.g., AWS, Firebase) to manage heavy traffic and scale as needed without affecting performance. |
Design a patient data management system that securely stores and organizes medical records, lab results, prescriptions, and appointment schedules. Features include role-based access, real-time data syncing, and an intuitive search function for healthcare providers.
Practical Application: Hospitals and clinics use such systems to maintain accurate, secure, and easily accessible patient records, streamlining operations and improving care delivery.
Tools Needed: MongoDB, Node.js, React
Common Challenges and Their Solutions:
Challenge |
Solution |
Data security | Use end-to-end encryption, multi-factor authentication, and secure cloud storage to protect sensitive patient data. |
Integration with legacy systems | Implement API-driven integration to connect with existing healthcare IT infrastructure and legacy systems. |
Managing large datasets | Use NoSQL databases like MongoDB for flexible data storage and fast retrieval. |
Also Read: Top 15+ Healthcare Project Ideas For Beginners | Top 20 Social Media Project Ideas & Topics
Build an IoT-based health monitoring system that collects real-time data from wearable devices, such as heart rate, temperature, and blood pressure. Features will include real-time alerts, automated reports, and integration with medical records.
Practical Application: Hospitals and healthcare providers use such systems for remote patient monitoring, reducing the need for frequent visits while ensuring early detection of potential health issues.
Tools Needed: Arduino, Raspberry Pi, MySQL
Common Challenges and Their Solutions:
Challenge |
Solution |
Accurate health data collection | Use high-quality sensors and ensure proper calibration to reduce errors in health data. |
Data privacy and security | Apply stringent data encryption standards and ensure compliance with healthcare regulations such as HIPAA. |
Real-time data processing | Implement cloud-based processing and use edge computing for faster data transmission and analysis. |
Also Read: Top 50 IoT Projects For all Levels in 2025 [With Source Code]
Develop an AI-based diagnostic tool capable of analyzing medical images (X-rays, CT scans) or patient data to help doctors detect diseases such as cancer or pneumonia. The system will use image recognition and deep learning algorithms to identify patterns.
Practical Application: This system can assist radiologists and doctors in providing faster, more accurate diagnoses, improving patient outcomes, and reducing human error.
Tools Needed: Python, TensorFlow, OpenCV
Common Challenges and Their Solutions:
Challenge |
Solution |
Training the AI model with diverse data | Use diverse datasets and continuously train the model to enhance its accuracy and generalization across populations. |
Medical image quality | Use image preprocessing techniques like normalization and denoising to improve image quality before feeding them into the model. |
Model interpretability | Implement explainable AI (XAI) techniques to allow medical professionals to understand AI decision-making. |
Create a pharmaceutical inventory management system that tracks medication stock levels, expiration dates, and suppliers. Features will include barcode scanning, automated reorder alerts, and real-time tracking of stock levels.
Practical Application: Pharmacies can use this system to ensure they never run out of essential medications and to manage expired drugs effectively, ensuring patient safety.
Tools Needed: React, Node.js, MySQL
Common Challenges and Their Solutions:
Challenge |
Solution |
Expiring medication tracking | Implement automatic expiration date tracking and notifications to ensure timely removal of expired medications. |
Integration with suppliers | Use API integrations with supplier databases to automate restocking and order tracking. |
Managing large inventories | Use optimized database queries and implement cloud-based storage to handle large inventories efficiently. |
Design and media projects offer students the chance to create visual content, from graphic design to multimedia production. By working on branding, website design, or video editing projects, students build practical skills in creativity, communication, and technology, preparing them for careers in design, marketing, and digital media.
Develop an interactive website for an art gallery that showcases artworks and allows users to purchase, comment, and share art pieces. Key features will include a virtual gallery tour, interactive image zoom, and an integrated online shop for purchasing art.
Practical Application: Art galleries can use this website to enhance engagement with their audience, offer virtual exhibitions, and enable e-commerce for art sales.
Tools Needed: WordPress, Adobe XD, Shopify
Common Challenges and Their Solutions:
Challenge |
Solution |
User experience across devices | Ensure the website is fully responsive, providing an optimal experience on desktop, tablet, and mobile devices. |
Image quality and loading times | Implement image optimization techniques and lazy loading to ensure fast load times without sacrificing image quality. |
Payment gateway integration | Use secure and reliable payment gateways (e.g., PayPal, Stripe) and ensure seamless checkout experiences for users. |
Design an engaging and dynamic portfolio website for graphic designers, allowing them to showcase their projects. Features will include a visually appealing homepage, a filterable gallery, and a contact form for potential clients.
Practical Application: Graphic designers use portfolio websites to showcase their work and attract new clients, enhancing their personal brand.
Tools Needed: HTML, CSS, JavaScript, Figma
Common Challenges and Their Solutions:
Challenge |
Solution |
Customization of portfolio layout | Provide customizable templates and options for designers to personalize the layout and style. |
Image-heavy content impacting speed | Use image compression and optimize asset loading to ensure quick load times without losing visual quality. |
SEO optimization for visibility | Ensure proper use of HTML tags and metadata, optimizing the website for search engines to increase visibility. |
Develop a prototype for video editing software that allows users to edit clips, apply special effects, and export final videos. Features will include a timeline editor, drag-and-drop media assets, and advanced video effects.
Practical Application: Video editors and content creators will use this software to enhance their production workflow, making it easier to create professional-quality videos.
Tools Needed: JavaScript, React, Node.js
Common Challenges and Their Solutions:
Challenge |
Solution |
Real-time video rendering | Use WebAssembly (WASM) for faster video processing and rendering. |
Complex UI design for video editing | Use a modular, component-based UI approach to maintain a clean, intuitive layout for complex tasks. |
Large file handling and storage | Implement file compression algorithms and cloud storage for managing large video files. |
Develop a social media management tool that allows users to schedule posts, track engagement, and analyze performance across multiple platforms. Features will include post scheduling, multi-platform integration, and real-time analytics.
Practical Application: Social media managers use this tool to save time, optimize content strategy, and increase social media engagement for businesses or personal brands.
Tools Needed: Python, React, Firebase
Common Challenges and Their Solutions:
Challenge |
Solution |
Integration with multiple platforms | Use APIs to integrate with major platforms like Instagram, Twitter, and Facebook for seamless post scheduling and tracking. |
Real-time analytics accuracy | Ensure data collection methods are optimized for accuracy and implement data validation techniques. |
User interface complexity | Focus on building an intuitive dashboard with drag-and-drop features for ease of use. |
Also Read: 12 Best UI UX Designer Tools: Choosing the Right Software for Your Projects
Design the user interface and user experience for an e-commerce platform, with a focus on seamless navigation, intuitive search, and simplified checkout. Features will include product filters, customer reviews, and a responsive design.
Practical Application: E-commerce platforms require strong UX/UI design to improve user experience, increase conversion rates, and drive customer satisfaction.
Tools Needed: Adobe XD, Figma, Sketch
Common Challenges and Their Solutions:
Challenge |
Solution |
Ensuring mobile responsiveness | Use responsive design frameworks like Bootstrap or media queries to adapt layouts across different screen sizes. |
Designing intuitive user flows | Conduct user testing and A/B testing to refine navigation paths and reduce friction in the shopping process. |
Load times and performance | Optimize images and assets, and leverage lazy loading to improve page load times, enhancing the overall user experience. |
Sustainability and environmental projects allow students to address pressing global challenges, such as climate change and resource conservation. By developing solutions like eco-friendly products, sustainability initiatives, or environmental impact assessments, students gain practical experience in environmental science and green technology, preparing them to drive change in a rapidly evolving field.
Develop an IoT-based smart irrigation system that adjusts watering schedules based on real-time soil moisture levels, weather forecasts, and plant type. Key features will include automated scheduling, real-time sensor data, mobile notifications, and integration with weather APIs for efficient water use.
Practical Application: This system helps farmers and gardeners conserve water while ensuring optimal plant growth, addressing water scarcity concerns in agriculture.
Tools Needed: Arduino, Raspberry Pi, MySQL, MQTT
Common Challenges and Their Solutions:
Challenge |
Solution |
Ensuring accurate sensor readings | Use high-quality, reliable soil moisture sensors and calibrate them regularly for accurate data. |
Energy efficiency of IoT devices | Use low-energy consumption sensors and optimize the system to run on solar power or energy-efficient batteries. |
Integration with existing irrigation systems | Use open-source APIs to ensure the system can be easily integrated with existing agricultural equipment. |
Also Read: Big Data for Environmental Sustainability: 8 Key Solutions, Challenges, and Future Trends
Build an app that tracks waste disposal schedules, helps users manage recycling efforts, and provides tips for reducing waste. Features include local waste pickup scheduling, recycling reminders, and a rating system for waste management services.
Practical Application: This app helps households and businesses manage waste more efficiently, promoting recycling and reducing landfill waste.
Tools Needed: Android Studio, Firebase, Google Maps API
Common Challenges and Their Solutions:
Challenge |
Solution |
Accurate waste tracking | Implement user-based input and GPS tracking to monitor waste disposal activity in real time. |
User engagement with recycling practices | Offer rewards and incentives for recycling efforts to encourage consistent participation. |
Handling large datasets for waste management services | Use cloud-based databases (e.g., Firebase) to store and manage large amounts of data efficiently. |
Develop a system to monitor the performance of solar panels, tracking energy production, efficiency, and real-time data. Features will include performance analytics, energy efficiency reports, and automatic alerts for underperformance.
Practical Application: This project can be used by homeowners or businesses to monitor and optimize solar panel performance, ensuring they get the most out of their renewable energy investments.
Tools Needed: Raspberry Pi, Arduino, Python, MySQL
Common Challenges and Their Solutions:
Challenge |
Solution |
Inaccurate energy measurements | Use high-precision energy meters and calibrate them regularly to ensure accurate measurements. |
Data overload and performance | Use cloud-based storage and processing to handle large datasets and provide real-time insights. |
Integrating with different solar panel systems | Implement an API-based system for compatibility with various solar panel brands and models. |
Also Read: What is Green Marketing? Definition, Strategies, Ideas [With Examples]
Create a tool that tracks individual or organizational carbon footprints based on lifestyle choices or business operations. Features will include daily activity logging, carbon reduction suggestions, and periodic progress reports.
Practical Application: This system helps individuals and businesses track their environmental impact and find ways to reduce their carbon footprint, contributing to global sustainability efforts.
Tools Needed: Python, React, Google Firebase
Common Challenges and Their Solutions:
Challenge |
Solution |
Calculating accurate carbon footprints | Use data from trusted environmental organizations and provide calculators based on real-world activity data. |
User engagement and motivation | Provide gamification features, such as rewards for reducing carbon emissions, to keep users engaged. |
Handling large-scale data | Use cloud computing services to store and process large volumes of data securely and efficiently. |
Also Read: Data Science in Agriculture: How does it Transform Modern Day Farming?
Build an app that locates nearby electric vehicle (EV) charging stations, displaying availability in real-time. Features include GPS integration, user reviews, payment options for charging, and push notifications for station availability.
Practical Application: This app can be used by EV drivers to easily locate charging stations, reducing range anxiety and supporting the adoption of electric vehicles.
Tools Needed: Google Maps API, React Native, Firebase
Common Challenges and Their Solutions:
Challenge |
Solution |
Real-time availability updates | Integrate with real-time charging station databases to provide live updates on station availability. |
Accurate location tracking | Use GPS and geo-fencing technology to accurately pinpoint nearby charging stations and user locations. |
Payment integration | Incorporate secure payment methods (e.g., Stripe) and ensure integration with EV charging station providers. |
Now that we have explored various projects, let’s understand the benefits of working with project-based learning ideas.
Project-based learning ideas engage you with practical tasks that mirror industry challenges, helping you develop essential skills like problem-solving, teamwork, and time management. By working on hands-on projects, you gain a deeper understanding and retain knowledge better.
Here are the key benefits of working with project-based learning ideas.
1. Develops Critical Thinking and Problem-Solving
The World Economic Forum lists these skills as top priorities for 2025. PBL sharpens them by engaging you in real challenges that require analysis, creativity, and informed decision-making.
2. Builds Skills for Collaborative, Tech-Driven Careers
PBL mirrors modern workplaces where teamwork and technology are essential. You’ll learn tools like coding or AI while improving communication and leadership.
3. Promotes Empathy and Social Awareness
By tackling issues like climate change or mental health, you’ll build socially responsible solutions, gaining empathy and cross-cultural collaboration skills.
4. Equips Students with Future-Proof Abilities
PBL fosters adaptability, digital fluency, and resilience. You’ll explore trends, adopt new tools like AI and IoT, and take initiative in problem-solving.
5. Boosts Engagement and Learning Retention
Hands-on learning helps you retain up to 80% more information compared to passive methods. It encourages curiosity and strengthens the application of concepts.
6. Encourages Interdisciplinary Innovation
PBL blends fields like STEM, business, and humanities. You’ll work on projects like sustainable startups that demand cross-domain thinking and creativity.
Also Read: What are Critical Thinking Skills? Why are they Important?
Project-based learning with industry-focused skills is essential for today’s job market. upGrad’s certification programs, mentorship, and career support equip learners with hands-on experience. By working on real projects and learning from industry leaders, students gain the practical skills needed for success in high-demand fields like data science, AI, business management, and digital marketing.
With flexible schedules and personalized guidance, upGrad helps learners bridge skill gaps, refine resumes, and prepare for interviews, ensuring a confident career transition and fast-tracked growth. Explore foundational courses to strengthen your skills further.
In addition to the courses mentioned above, here are some foundational courses to strengthen your skills.
If you're unsure where to begin or which course to choose, upGrad's expert counsellors are here to guide you every step of the way. Reach out for personalized advice and support, or visit your nearest upGrad offline center to explore your options and make the best decision for your future.
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Reference:
https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2023.1202728/full
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