6 answers
Aeman
Student
Abbottabad, Khyber Pakhtunkhwa, Pakistan
6
Questions
Asked
1193 views
How to plan my future if my major was ai?
Im applying for university and for my future plan after studies i would like to get some kind of roadmap.
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6 answers
Joseph Ford
221
Answers
Philadelphia, Pennsylvania
Updated
Joseph’s Answer
Well awesome interest. Here we go. While in college build a strong portfolio. Machine Learning, NLP or Robotics. Learn GitHUb. Look for an internship with tech companies, research labs, or startups that use AI. Try and decide where you want to concentrate, healthcare, robotics or finance.
It is broad, so move around and most of all have fun.
It is broad, so move around and most of all have fun.
Thank you soo much for your kind response and this will surely help me to understand where I'm going for all the years of my degree!
Aeman
Michelle Duke
Developer Relations
8
Answers
Melbourne, Victoria, Australia
Updated
Michelle’s Answer
"AI" is a very broad topic. Similar to if you had said "I want to major in Computer Science". There are lots of different jobs you can do.
Think about what aspect of AI do you enjoy. Do you enjoy the technical side of things (ie. the machine learning; training and building AI models). Do you enjoy the thought leadership piece (building AI strategies), do you like the ethical side of things (social impact, data bias etc). What do you like about AI and what do you want to do.
If it's the computer science side of things, I'd definitely consider jumping into some open source projects that build with AI (you can find great projects on GitHub), and learning about how to build with AI.
Then you also want to think about what industry you want to work in. All industries are using AI, so do you want to work in technology solutions, agriculture, healthcare, finance and banking, construction etc.
All the best for your future 🙂.
Think about what aspect of AI do you enjoy. Do you enjoy the technical side of things (ie. the machine learning; training and building AI models). Do you enjoy the thought leadership piece (building AI strategies), do you like the ethical side of things (social impact, data bias etc). What do you like about AI and what do you want to do.
If it's the computer science side of things, I'd definitely consider jumping into some open source projects that build with AI (you can find great projects on GitHub), and learning about how to build with AI.
Then you also want to think about what industry you want to work in. All industries are using AI, so do you want to work in technology solutions, agriculture, healthcare, finance and banking, construction etc.
All the best for your future 🙂.
Andrea Mazie
consulting
8
Answers
Providence, Rhode Island
Updated
Andrea’s Answer
You got some great answers above about how to exposure yourself to and develop AI-related technical skills. Let me add another perspective... AI - what is can do, how we use it, etc. - is changing at an absurdly fast rate. Yes, you want to try to keep up with that. But it's also important to develop the human or durable skills that 1) let you maximize the value of AI however you use it; 2) remain relevant as technology evolves and 3) may help you stand out relative to people who have focused on tech skills exclusively.
What am I talking about? Empathy, relationship building, communications, critical thinking, storytelling, cultural awareness, adaptability... How do you develop these? Sometime you develop them through the same work you do to develop AI skills - e.g. group projects, trouble shooting an AI project that doesn't workout the way you expected, etc. You can also develop them through volunteering, which challenges us to tap different skills. Or, frankly, though lots of college classes that aren't AI related. History demands critical thinking as does philosophy; psych help with perspective taking and seeing others as complex emotional beings...
It's not an either or - never has been, never will be. But the rise of AI hasn't made the need for these human skills any less, in fact I'd argue it's made it greater.
What am I talking about? Empathy, relationship building, communications, critical thinking, storytelling, cultural awareness, adaptability... How do you develop these? Sometime you develop them through the same work you do to develop AI skills - e.g. group projects, trouble shooting an AI project that doesn't workout the way you expected, etc. You can also develop them through volunteering, which challenges us to tap different skills. Or, frankly, though lots of college classes that aren't AI related. History demands critical thinking as does philosophy; psych help with perspective taking and seeing others as complex emotional beings...
It's not an either or - never has been, never will be. But the rise of AI hasn't made the need for these human skills any less, in fact I'd argue it's made it greater.
Andrea Mazie
consulting
8
Answers
Providence, Rhode Island
Updated
Andrea’s Answer
You got some great answers above about how to exposure yourself to and develop AI-related technical skills. Let me add another perspective... AI - what is can do, how we use it, etc. - is changing at an absurdly fast rate. Yes, you want to try to keep up with that. But it's also important to develop the human or durable skills that 1) let you maximize the value of AI however you use it; 2) remain relevant as technology evolves and 3) may help you stand out relative to people who have focused on tech skills exclusively.
What am I talking about? Empathy, relationship building, communications, critical thinking, storytelling, cultural awareness, adaptability... How do you develop these? Sometime you develop them through the same work you do to develop AI skills - e.g. group projects, trouble shooting an AI project that doesn't workout the way you expected, etc. You can also develop them through volunteering, which challenges us to tap different skills. Or, frankly, though lots of college classes that aren't AI related. History demands critical thinking as does philosophy; psych help with perspective taking and seeing others as complex emotional beings...
It's not an either or - never has been, never will be. But the rise of AI hasn't made the need for these human skills any less, in fact I'd argue it's made it greater.
What am I talking about? Empathy, relationship building, communications, critical thinking, storytelling, cultural awareness, adaptability... How do you develop these? Sometime you develop them through the same work you do to develop AI skills - e.g. group projects, trouble shooting an AI project that doesn't workout the way you expected, etc. You can also develop them through volunteering, which challenges us to tap different skills. Or, frankly, though lots of college classes that aren't AI related. History demands critical thinking as does philosophy; psych help with perspective taking and seeing others as complex emotional beings...
It's not an either or - never has been, never will be. But the rise of AI hasn't made the need for these human skills any less, in fact I'd argue it's made it greater.
Thank you so much for the advice.
Aeman
James Constantine Frangos
SOFTWARE ENGINEER SINCE 1972; NUTRITIONIST SINCE 1976.
7094
Answers
Gold Coast, Queensland, Australia
Updated
James Constantine’s Answer
Good Day Aeman!
Planning Your Future with Your Major [Artificial Intelligence]
Focus on Technical Mastery and Adaptability by Pursuing degrees that train you to work with AI and build and manage advanced technologies.
Consider Job Growth and Demand by opting for fields with strong future job outlooks. An example is data skills in the Python language.
SEE https://www.udemy.com/course/cipython/?
ALSO https://www.msn.com/en-au/money/companies/co-founder-of-29-billion-ai-startup-the-no-1-thing-ceos-of-successful-companies-do-that-most-people-don-t/ar-AA1MPSHI [BILLIONAIRE ADVICE]
Balance Foundational Skills with Technology Knowledge by embracing hybrid academic paths that merge humanities, ethics, and business with AI and software engineering.
Leverage AI Literacy by getting ready for the AI revolution. Understand the technology and be a savvy user.
Rate AI Accuracy. Many AI tools fabricate information when there are gaps in information, to fulfil user requests. Another problem is when the essay or resume title does not align 100% the body of the text.
By carefully selecting a major that combines foundational human skills with emerging technology knowledge,
you can ensure a successful and relevant career in an AI-dominated future.
SEE https://www.msn.com/en-au/money/careersandeducation/don-t-make-these-ai-mistakes-on-your-resume-career-experts-say-it-could-ruin-your-chances/ar-AA1MA5tw?
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https://lumifylearn.com › ai engineer › bootcamp
Learn Ai Fundamentals Course | Certified AI Engineer Course
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Free online AI coding tools you can use:
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GOD BLESS!
Planning Your Future with Your Major [Artificial Intelligence]
Focus on Technical Mastery and Adaptability by Pursuing degrees that train you to work with AI and build and manage advanced technologies.
Consider Job Growth and Demand by opting for fields with strong future job outlooks. An example is data skills in the Python language.
SEE https://www.udemy.com/course/cipython/?
ALSO https://www.msn.com/en-au/money/companies/co-founder-of-29-billion-ai-startup-the-no-1-thing-ceos-of-successful-companies-do-that-most-people-don-t/ar-AA1MPSHI [BILLIONAIRE ADVICE]
Balance Foundational Skills with Technology Knowledge by embracing hybrid academic paths that merge humanities, ethics, and business with AI and software engineering.
Leverage AI Literacy by getting ready for the AI revolution. Understand the technology and be a savvy user.
Rate AI Accuracy. Many AI tools fabricate information when there are gaps in information, to fulfil user requests. Another problem is when the essay or resume title does not align 100% the body of the text.
By carefully selecting a major that combines foundational human skills with emerging technology knowledge,
you can ensure a successful and relevant career in an AI-dominated future.
SEE https://www.msn.com/en-au/money/careersandeducation/don-t-make-these-ai-mistakes-on-your-resume-career-experts-say-it-could-ruin-your-chances/ar-AA1MA5tw?
https://kiro.dev
AI Code Editor | Proactive AI Coding IDE | Agentic IDE
SponsoredContext-aware IDE for Complex Repos. Requirements to Architecture to Code. AI for Code: Project Planning, Task Breakdown, Code
Generation and Testing
Autocomplete · Unit tests · Context · TypeScript
https://lumifylearn.com › ai engineer › bootcamp
Learn Ai Fundamentals Course | Certified AI Engineer Course
SponsoredDevelop AI models, build chatbots, and create vision, speech, and language-based solutions.
No prior experience required. Perfect for anyone starting their AI journey.
https://www.coursera.org › vibe-coding › cursor-ai
Learn AI Coding with Coursera | Collaborate with AI Code
SponsoredMove from debugging to app-building with AI workflows that boost productivity.
Get started with Vibe Coding’s AI tools: chat panel, agent mode, and context assistants.
https://justdone.com › ai-detection
All-in-one AI Tool | Humanize With Undetectable AI
SponsoredAi: Fast, Reliable & User-friendly. Perfect For Writers & Professionals. Get Instant AI Plagiarism Analysis. Humanize Your Content With Justdone
Free online AI coding tools you can use:
Galaxy.ai: Generate clean, efficient, and production-ready code snippets instantly with no login required.
MyMap.AI: Transform your coding requirements into efficient programs in multiple programming languages with AI assistance.
FavTutor: Easily generate code in over 30 programming languages with a single click using their AI Assistant.
Perchance: A free, high-quality AI code generator with no daily usage restrictions and no login needed.
WritingMate: Generate code using generative AI for free, supporting languages like Python, Swift, and C++.
https://seekingalpha.com
Generative AI Assistant | For Coding - Seeking Alpha
https://www.pluralsight.com
About our ads
AI-powered Python Applications - Using Agentic Frameworks
SponsoredAccess on-demand courses in AI, cloud, security, and more — anytime, anywhere.
Learn tech skills on your time with over 7,000 hands-on courses across key disciplines.
FIND YOUR NICHE SITE!
GOD BLESS!
Coach Bruce .
Structural Engineer
8
Answers
Newnan, Georgia
Updated
Coach Bruce’s Answer
Hi Aeman,
1. Get to Know AI
AI is a mix of many fields:
- Math & Statistics (like algebra and probability)
- Programming (languages like Python and C++)
- Data Science & Machine Learning (algorithms and models)
- Ethics & Applications (AI safety and social impact)
Your plan should include both learning and doing.
2. University Plan (Years 1-4)
Years 1-2:
- Focus on basic computer science (programming and algorithms)
- Improve math skills (algebra, calculus)
- Learn Python and AI tools (NumPy, Pandas)
Years 2-3:
- Take AI/ML courses
- Do small projects (like chatbots)
- Join online contests (Kaggle)
- Contribute to open-source AI projects
Years 3-4:
- Choose a focus (like NLP or robotics)
- Work on a real-world project (e.g., Urdu NLP)
- Build a portfolio on GitHub
3. After Graduation
Industry Jobs in Pakistan:
- Tech companies in cities like Karachi and Lahore
- Startups in fields like e-commerce and healthcare
- Remote freelancing on platforms like Upwork
Higher Studies (MS/PhD):
- Apply for scholarships if possible
- Focus on research areas like NLP or AI in healthcare
Entrepreneurship:
- Start AI-based businesses solving local issues
- Look for funding from the government or NGOs
4. Building Skills
Online Learning:
- Free: Coursera, edX, YouTube
- Affordable: Udemy, DataCamp
Key Skills:
- Python, TensorFlow, SQL
- Data analysis (Matplotlib)
- Cloud tools (Google Cloud, AWS)
Soft Skills:
- Communication and networking
5. AI in Pakistan
In Khyber Pakhtunkhwa:
- Smaller tech hubs, but remote work is an option
- Attend AI/ML events at universities in Islamabad
- Explore local opportunities in agriculture and healthcare AI
Summary:
- Build a strong foundation in math and coding
- Gain experience through projects and contests
- Choose a specialization
- Showcase your work
- Consider jobs, freelancing, further studies, or startups
Best,
Coach Bruce
1. Get to Know AI
AI is a mix of many fields:
- Math & Statistics (like algebra and probability)
- Programming (languages like Python and C++)
- Data Science & Machine Learning (algorithms and models)
- Ethics & Applications (AI safety and social impact)
Your plan should include both learning and doing.
2. University Plan (Years 1-4)
Years 1-2:
- Focus on basic computer science (programming and algorithms)
- Improve math skills (algebra, calculus)
- Learn Python and AI tools (NumPy, Pandas)
Years 2-3:
- Take AI/ML courses
- Do small projects (like chatbots)
- Join online contests (Kaggle)
- Contribute to open-source AI projects
Years 3-4:
- Choose a focus (like NLP or robotics)
- Work on a real-world project (e.g., Urdu NLP)
- Build a portfolio on GitHub
3. After Graduation
Industry Jobs in Pakistan:
- Tech companies in cities like Karachi and Lahore
- Startups in fields like e-commerce and healthcare
- Remote freelancing on platforms like Upwork
Higher Studies (MS/PhD):
- Apply for scholarships if possible
- Focus on research areas like NLP or AI in healthcare
Entrepreneurship:
- Start AI-based businesses solving local issues
- Look for funding from the government or NGOs
4. Building Skills
Online Learning:
- Free: Coursera, edX, YouTube
- Affordable: Udemy, DataCamp
Key Skills:
- Python, TensorFlow, SQL
- Data analysis (Matplotlib)
- Cloud tools (Google Cloud, AWS)
Soft Skills:
- Communication and networking
5. AI in Pakistan
In Khyber Pakhtunkhwa:
- Smaller tech hubs, but remote work is an option
- Attend AI/ML events at universities in Islamabad
- Explore local opportunities in agriculture and healthcare AI
Summary:
- Build a strong foundation in math and coding
- Gain experience through projects and contests
- Choose a specialization
- Showcase your work
- Consider jobs, freelancing, further studies, or startups
Best,
Coach Bruce
Thank you soo much coach. I really am thankful for your advice. This is of great help.!
Aeman