Edureka has been running instructor led tech training for years, and the Machine Learning Engineer Masters Program is the familiar bundle approach, where several of its standalone courses are sequenced into one longer track that takes you from Python and statistics through machine learning, some deep learning, and the basics of putting a model into production. The headline feature is live classes, and for a lot of learners that is exactly what makes the difference, because being able to ask a question and get an answer in the moment beats staring at a recorded lecture when you are stuck. The pricing is the other genuine strength. Compared with the ten thousand dollar plus bootcamps from US providers, Edureka sits at a fraction of the cost and offers instalments, which is why it has the audience it does across India and nearby markets.
The weaknesses are the flip side of the bundle model. Because the program is assembled from courses that also exist on their own, the transitions between modules can feel abrupt, with some repetition and the occasional gap. Live teaching is only as good as the person teaching it, and the experience varies noticeably from one batch and instructor to the next, which is the most common complaint I see. And the credential itself does not carry much recognition with employers outside the regions where the brand is established, so I would think of it as proof to yourself that you learned the material rather than something that opens doors on a CV.
My honest read is that this is a sensible, affordable, structured option if you value live instruction and you are in a market where the price and the brand make sense. If your priority is genuine depth in a subject, or a certificate that means something internationally, you are better off with a university linked program or with the strong free curricula if you have the discipline to self direct.