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ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

How to Learn AI and ML Courses Online: Smart & Powerful Guide for Beginners

By Archit

Want to know how to learn AI and ML courses easily? You’re not alone! Artificial Intelligence (AI) and Machine Learning (ML) are among the most popular tech skills today. 

Learning these skills opens up new job opportunities and helps you stay ahead in the tech world.

The good news is, you don’t need to be a coding expert or have a fancy degree to get started. There are many ways to learn AI and ML courses online, from beginner-friendly classes to advanced certifications. 

In this blog, you’ll find the best steps, tips, and online resources to learn AI and ML courses, so you can build your skills and get ready for the future of technology.

Table of contents


  1. Why Learn AI and ML Courses?
    • Who Should Learn AI and ML Courses?
    • Basics Needed Before You Start
    • How to Choose the Right AI and ML Course
    • Top Platforms Offering AI and ML Courses
    • How Long Does It Take to Learn AI and ML?
    • Common Mistakes to Avoid
    • Next Steps After Completing Your First Course
  2. Conclusion
  3. Frequently Asked Questions

Why Learn AI and ML Courses?

Learning AI and ML courses opens doors to some of the fastest-growing jobs in tech.

Companies want people who know how to use data, build smart programs, and solve real problems. Roles like data scientist, ML engineer, and AI developer are in demand and pay well. 

India’s average salary for an entry-level AI/ML engineer is ₹6–10 lakh per year.

Learning AI and ML helps you stay future-ready, automate tasks, and even create new apps and products that can change the world.

Who Should Learn AI and ML Courses?

Anyone interested in technology, math, data, or problem-solving can learn AI and ML courses online. 

Students, fresh graduates, working professionals, and even business owners are joining these programs.

AI and ML course content is often designed for all backgrounds, beginners, and advanced learners.

If you are curious, enjoy learning new things, or want to switch careers, this field is for you

Basics Needed Before You Start

Before starting to learn AI and ML courses, it helps to know:

  • Basic math (algebra, probability, statistics)
  • Programming (Python is the most popular)
  • Logical thinking and problem-solving

Don’t worry, many courses start from scratch and explain these basics. Some even offer foundation classes for complete beginners.

How to Choose the Right AI and ML Course

Picking the right AI and ML course can make your learning easier:

  • Check the Level: Are you a total beginner, or do you already know Python and basic math? Choose courses that match your level so you don’t get lost or bored.
  • Look for Hands-On Projects: The best way to learn AI and ML courses online is by practicing. Pick courses with real coding assignments, quizzes, and mini-projects. If you want a job-focused, hands-on course that helps you build a real portfolio, check out the GUVI Zen Class: Machine Learning Course.
  • Certificate Value: Does the course offer a certificate that employers respect? Certificates from platforms like GUVI and edX are trusted by many tech companies.
  • Course Reviews: Read what other students say about the course. Platforms like Reddit and Quora have honest reviews and comparisons.
  • Mentor Support: Having access to mentors or a discussion forum can help you quickly solve doubts and stay motivated.
  • Language: If you’re more comfortable in your native language, check if the course offers multilingual support or subtitles. GUVI offers courses in many Indian languages and not just English.

Top Platforms Offering AI and ML Courses

You can learn AI and ML courses online on many platforms, such as:

  • GUVI: GUVI offers industry-focused, job-ready AI and ML courses with hands-on projects and mentor support. 

For a complete program covering both AI and ML, including live projects and expert mentors, you can try the GUVI Zen Class: Artificial Intelligence and Machine Learning Course.

You can also join big national learning movements like AI for India 2.0, which brings together students, teachers, and industry experts for affordable, beginner-friendly AI and ML training.

  • edX: MIT and Harvard provide beginner to expert AI and ML programs.
  • DataCamp: Interactive Python, R, and ML skill tracks.
  • IIT Madras, NPTEL: Indian government-backed free courses for deep learning and AI.
MDN

How Long Does It Take to Learn AI and ML?

The time it takes to learn AI and ML courses can be different for everyone. It depends on your background, how many hours you can study:

  • Absolute Beginners: If you are new to programming and math, it may take 6 to 12 months to finish your first good AI and ML course and feel confident. Most people start with Python basics, simple math, and then move to beginner-friendly AI and ML courses online.
  • Students with Tech Background: If you already know some programming or statistics, you can finish a focused AI and ML course in 2–4 months by studying 5–10 hours per week.
  • Learning Advanced Topics: To master deep learning, natural language processing, or advanced AI, expect another 6–12 months of steady learning and hands-on projects.
  • Industry Readiness: If you want to apply for jobs, plan to spend at least a year doing courses, building real projects, and getting certified. Remember, learning never really ends, AI and ML fields keep changing, so you’ll keep learning new things even after your first course!

Tip: Be consistent. Even one hour a day will help you finish AI and ML courses faster than cramming all study into weekends.

Common Mistakes to Avoid

Below are some common mistakes every beginner should avoid starting their course to learn AI and ML courses:

  • Skipping the basics: Don’t jump straight to advanced topics; start with fundamentals.
  • Not practicing enough: Just watching videos won’t help, practice coding and build small projects.
  • Ignoring math: Even basic math helps you understand how AI and ML models work.
  • Learning alone: Join forums, peer groups, or find a mentor to clear doubts and stay motivated.
  • Chasing too many courses: Focus on one course at a time and finish it before moving to the next

Next Steps After Completing Your First Course

Finishing your first AI and ML course is just the beginning! Here’s what to do next:

  • Keep Building Projects: Apply what you’ve learned to new, small projects, like a spam email filter, price prediction tool, or chatbot. The more you build, the more confident you’ll get.
  • Join Competitions: Platforms like GUVI and Analytics Vidhya host regular challenges. 
  • Showcase Your Work: Create a simple online portfolio using GitHub, personal blogs, or LinkedIn. Upload your code, explain your projects, and highlight what you’ve learned.
  • Get Certified: After a beginner course, move to more advanced AI and ML courses online. Stack up certificates to show employers you’re committed.
  • Apply for Internships or Entry-Level Jobs: Many companies value practical skills more than degrees. Use your portfolio and certificates to apply for internships, research roles, or junior data science positions.

Tip: Learning AI and ML is a journey. Celebrate small wins, keep learning, and don’t be afraid to ask for help!

Conclusion

Learning AI and ML courses can open up many new opportunities for your future. 

With so many options to learn AI and ML courses online, anyone can get started, no matter your background. 

Take time to pick the right course, keep practicing, and never be afraid to ask for help. 

The more you learn and build, the better you will get. Start today, and you’ll soon see how these skills can change your career!

If you’re worried about the future of jobs, here’s a good read: Will AI Replace Programmers?. This blog explains how learning AI and ML skills can help you stay relevant.

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Frequently Asked Questions

1. Do I need to know coding before I start to learn AI and ML courses?
No, many beginner courses teach you programming basics, usually in Python, as you go along.

2. Can I learn AI and ML courses online for free?
Yes, there are many free courses and resources on platforms like GUVI, NPTEL, and YouTube. But paid courses like GUVI give more structure, projects, and certificates.

3. How do I know which AI and ML course is best for me?
Check the course level, read reviews, look for hands-on projects, and see if it offers a certificate. Pick the one that matches your experience and goals.

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Table of contents Table of contents
Table of contents Articles
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  1. Why Learn AI and ML Courses?
    • Who Should Learn AI and ML Courses?
    • Basics Needed Before You Start
    • How to Choose the Right AI and ML Course
    • Top Platforms Offering AI and ML Courses
    • How Long Does It Take to Learn AI and ML?
    • Common Mistakes to Avoid
    • Next Steps After Completing Your First Course
  2. Conclusion
  3. Frequently Asked Questions