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To cover everything in 3-4 months, the course skims over some topics. For example, the Deep Learning section is roughly 10 hours. In a university Master's program, Deep Learning is a 400-hour semester subject. You will learn what a CNN is, but you might struggle to debug a custom neural network architecture on your own.
Apna College offers two variants:
If you enroll in the paid Sigma Batch or follow the free resources, here is what the Apna College Data Science trajectory looks like. apna college data science course
The course does not just teach theory. It includes modules on:
Depending on the specific batch purchased, some lecture content is pre-recorded. Students expecting daily live interaction might find the support limited to live doubt-solving sessions rather than live teaching. To cover everything in 3-4 months, the course
| Feature | Free YouTube Playlist | Paid Sigma Batch | | :--- | :--- | :--- | | Cost | ₹0 | ~₹3,500 | | Duration | ~80 hours | ~150 hours + live classes | | Assignments | No grading | Auto-graded notebooks | | Doubt Support | None (Community only) | Dedicated TAs | | Live Sessions | No | Weekly doubt-clearing live | | Placement Help | No | Mock interviews & Resume reviews | | Verdict | For exploration | For serious commitment |
Our Recommendation: Start with the free YouTube playlist for 2 weeks. If you complete Python and Pandas without quitting, buy the Sigma Batch for the structured path. Most courses jump straight into libraries, but Apna
The Apna College Sigma Course is one of the most popular comprehensive Data Science programs in the Indian Ed-Tech space. Created by Shradha Khapra and Aman Dhattarwal, the course is designed to take students from a beginner level to a job-ready Data Analyst or Data Scientist. It distinguishes itself by combining technical skills with a heavy emphasis on placement preparation and soft skills.
Most courses jump straight into libraries, but Apna College spends significant time on Python fundamentals.
