AI & ML for Beginners: Learn, Certify & Get Hired Fast in 2025


Are you a complete beginner with no technical background but dreaming of working in the booming fields of Artificial Intelligence (AI) or Machine Learning (ML)? You're not alone—and the good news is, you don’t need a computer science degree or years of coding experience to get started.

Are you a complete beginner with no technical background but dreaming of working in the booming fields of Artificial Intelligence (AI) or Machine Learning (ML)? You're not alone—and the good news is, you don’t need a computer science degree or years of coding experience to get started.

With the rise of online learning platforms, it's now easier than ever to gain job-ready AI/ML skills from the comfort of your home. Whether you’re a recent graduate, a working professional stuck in a low-paying job, or someone looking to make a career switch—these beginner-friendly AI/ML courses can fast-track your path into high-growth tech roles.

In this article, we’ve listed some of the top-rated AI/ML courses from Coursera, Udemy, and Edureka—three of the most trusted online learning platforms globally.

🔍 Why AI/ML Is a Great Career Option in 2025

  • High Demand: Companies across every industry are hiring AI/ML professionals to build smarter products, automate tasks, and analyze data.
  • High Salary: Entry-level AI engineers can start with packages of ₹6–12 LPA in India and $90K+ in the US.
  • Global Opportunities: With online certifications, you can apply to remote jobs and international positions.
  • No Tech Background Required: Many of today’s top AI/ML professionals started with zero experience and learned through online courses.

🎓 Top Beginner-Friendly AI/ML Courses to Get You Hired

Let’s explore the best online AI/ML courses tailored for beginners with no prior experience.

1. AI For Everyone – byAndrew Ng (Coursera)

Platform: Coursera
Duration: 4 weeks (Approx. 10 hours)
Best For: Absolute beginners, non-tech background
Certificate: Yes, shareable

✅ Highlights:

  • No coding or math required
  • Explains AI concepts in plain language
  • Learn how AI can be used in business
  • Taught by Andrew Ng, AI pioneer and Stanford professor

Why It’s Great:
This course gives you a big-picture view of how AI works, where it’s used, and how it affects society. Perfect if you're just starting out and want clarity before diving into the technical side.

2. Machine Learning A-Z™: AI, Python & R + ChatGPT Bonus (Udemy)

Platform: Udemy
Duration: 44 hours (Self-paced)
Best For: Beginners who want hands-on practice
Certificate: Yes, lifetime access

✅ Highlights:

  • Uses real-world case studies
  • Covers regression, classification, clustering, NLP, and deep learning
  • Works with Python and R
  • Includes exercises and downloadable resources

Why It’s Great:
This best-seller course simplifies complex algorithms for beginners and focuses heavily on practical projects that look great on your resume or LinkedIn profile.

3. Post Graduate Program in AI & Machine Learning – Edureka

Platform: Edureka (in collaboration with E&ICT Academy, IIT Guwahati)
Duration: 12 months
Best For: Career switchers looking for in-depth training
Certificate: Yes (IIT Guwahati alumni status)

✅ Highlights:

  • Live instructor-led sessions
  • Covers Python, Machine Learning, Deep Learning, NLP
  • Includes real-life projects and job assistance
  • Resume building & interview prep included

Why It’s Great:
Though it requires more time and investment, this program offers a complete transformation path—from beginner to job-ready AI/ML engineer. Perfect for those serious about changing careers.



💼 What You’ll Learn From These Courses

Even as a beginner, you’ll gain strong foundational skills such as:

  • Understanding AI, ML, and Deep Learning basics
  • Python programming (even if you’ve never coded)
  • Building models using scikit-learn, TensorFlow, or PyTorch
  • Creating AI applications like image recognition and chatbots
  • Data handling, cleaning, and visualization

🔄 Career Outcomes: Real-World Transformations

Many learners have used these courses to make dramatic career shifts:

  • A BPO employee doubled his salary by landing a Data Analyst role after 6 months of learning AI basics.
  • A journalism graduate transitioned into a tech role by completing Coursera’s AI track.
  • A commerce student with no coding background secured an internship in an AI startup using Udemy’s ML projects.

📈 How These Courses Help You Land a Job

  • Build a Portfolio: Most courses come with hands-on projects to showcase your work to employers.
  • Earn Recognized Certificates: Shareable on LinkedIn, resumes, or job portals.
  • Interview-Ready Skills: Courses like Edureka offer mock interviews, resume help, and job guidance.
  • Flexible Learning: Study part-time or full-time at your own pace.

🚀 Ready to Start Your AI/ML Journey?

AI/ML is not just a trend—it’s the future. And with the right course, anyone can be a part of it, even with zero experience.

Whether you prefer a short, non-coding intro or a full-year postgraduate program, these online platforms have something for everyone. Start learning today, and you could be applying to your dream tech job in just a few months!

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