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I’m planning to improve my skills in Linux, cloud, and DevOps. What should I look for in a learning platform—hands-on labs, structured paths, or certifications? Also, is it worth using options like LabEx Coupons to manage learning costs?

When choosing a learning platform, the most important factor is practical experience. Look for platforms that offer interactive labs or real-world exercises, as hands-on practice helps you understand concepts much faster than theory alone.

You should also consider the learning structure, beginner-to-advanced paths, and whether the content is regularly updated. Cost is another practical factor, so checking for available discounts or options like LabEx Coupons can be helpful if you want to explore the platform without a big investment.

In the long run, consistent practice and real-world application matter more than the platform itself.

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Profile picture of Cristian
7 hrs ago
Most awarded coach | Ex-McKinsey | Verifiable 88% offer rate (annual report) | First-principles cases + PEI storylining

I'm a bit confused about your question.

I would start by challenging WHY you want / need to learn these skills. For most consulting roles, you don't need them.

And if you are not targeting consulting, then this Q&A might not be the most helpful place to ask. 

Best,
Cristian

Profile picture of Kevin
Kevin
Coach
6 hrs ago
Ex-Bain (London) | Private Equity & M&A | 12+ Yrs Experience | The Reflex Method | Free Intro Call

It's smart to focus on Linux, cloud, and DevOps – these are core skills that will differentiate you. You're right to prioritize practical experience; that's the absolute game-changer.

The reality is, certifications are useful for getting past initial HR screens by signaling a baseline competence, but what truly stands out in an interview, especially for technical roles, is demonstrable project work. Hands-on labs are a great start, building foundational muscle memory. However, you'll want to quickly move beyond structured labs to building your own projects. This means taking a real-world problem, designing a solution using cloud services and DevOps principles, and implementing it from scratch. That's what showcases your problem-solving ability and depth of understanding.

When evaluating platforms, look for those that not only offer labs but also inspire or facilitate project ideas. Structured paths are helpful for beginners, but don't get stuck just completing modules. Use coupons like LabEx to explore platforms and see which environment clicks for you, but remember the goal isn't just to consume content – it's to create. Your public GitHub repo with working projects will speak volumes more than any certificate alone.

Hope this helps you strategize!