Amazon ML Summer School 2025 offers an exclusive, free training in machine learning delivered by Amazon scientists, available only to select engineering students in India. If you’re aiming to build a standout profile in ML, this program can be a game-changer.
In this blog, we break down everything—what the Amazon ML program offers, who’s eligible, how to apply, and why it matters in today’s job market.
What is Amazon ML Summer School 2025?
Amazon ML Summer School 2025 is a free, 8-session online program led by Amazon’s ML experts. Over four weekends, participants receive in-depth training in machine learning, practical examples from Amazon’s real-world platforms, and mentorship through live Q&A.
Key Highlights:
- Duration: 4 weekends (8 sessions)
- Mode: Virtual (Online)
- Cost: 100% Free
- Taught By: Amazon ML scientists
- Certification: Yes, upon completion
📌 Note: Participants are chosen via an online assessment focused on math, statistics, and problem-solving.
Amazon ML Summer School 2025 Eligibility
To improve your chances of being shortlisted, make sure you match the eligibility criteria:
Eligibility Criteria:
- Degree: BTech/BE/MTech/Integrated MTech
- Year: Pre-final or final year students (3rd or 4th year in BTech, 4th or 5th in MTech)
- Stream: Computer Science, Information Technology, or related fields
- College: Students from selected engineering colleges in India (IITs, NITs, IIITs, BITS, and a few others)
Only students from eligible institutes will be allowed to register.
Amazon ML Summer School 2025 Key Dates
| Event | Date (Expected) |
|---|---|
| Registration Opens | May–June 2025 |
| Registration Closes | 31st July 2025 |
| Entrance Test | Mid-July 2025 |
| Summer School Sessions | August 2025 (Weekends) |
Amazon ML Summer School 2025 applications likely close by July 2025; entrance test happens in mid‑July.
How to Apply for Amazon ML Summer School 2025
Follow these streamlined steps to ensure your application stands out:
1. Visit the Official ML Summer School Page
Head over to Amazon’s Careers Portal or follow their official LinkedIn page for the latest updates and application link.
2. Check Your Eligibility
Make sure your college is part of the participating institutions and you’re in your pre-final year of a B.Tech, M.Tech, or related engineering stream.
3. Complete the Registration Form
Fill out your details accurately—this includes academic background, contact information, and a valid email for verification. Double-check everything before submission.
4. Prepare for the Entrance Test
Amazon conducts a competitive online test based on key topics such as:
- Machine Learning Fundamentals
- Probability & Statistics
- Linear Algebra & Calculus
- Programming Skills (preferably Python)
We have discussed this topic in more depth in this blog, so please keep reading.
5. Take the Online Test
The test duration is typically 60–90 minutes and consists of MCQs designed to evaluate your grasp on ML-related topics. Be sure to attempt it in a distraction-free environment.
6. Wait for the Selection Results
After the test, shortlisted candidates will receive an email from Amazon with further instructions for joining the program.
What is the Syllabus of Amazon ML Summer School 2025?
The syllabus is structured to give a strong base in ML and its real-world applications. Topics are taught through instructor-led lectures, hands-on demos, and curated reading materials.
Core Topics Covered:
- Introduction to Machine Learning
- Supervised Learning
- Unsupervised Learning
- Deep Learning
- Probabilistic Graphical Models
- Reinforcement Learning
- Evaluation Metrics
- Applications of ML at Amazon
💡 All sessions are taught using real Amazon use cases, helping you understand how ML powers Amazon’s systems like Alexa, Amazon Go, and AWS.
How to Prepare for Amazon ML Summer School Entrance Test
To maximize your chances, here’s what top performers do:
- Master ML fundamentals: Algorithms, evaluation metrics, classification models
- Refresh math skills: Probability, stat distributions, matrices
- Practice coding: Solve ~2 medium-level DSA problems daily
- Simulate test environment: 60‑minute practice under real conditions
Benefits of Amazon ML Summer School 2025
Why this program matters:
- No-cost access to ML training by Amazon scientists
- Notebook-based practical examples on real ML systems at Amazon
- Certification after completing the program
- Exposure to future internship or job opportunities at Amazon
- Access to a community of talented peers across India
Also Check:
Amazon SDE Internship 2025: Stipend, Eligibility, Application Process & Complete Prep Guide
Amazon ML Summer School 2025 FAQ
1. What is Amazon ML Summer School 2025?
A free online training program by Amazon India, offering hands-on sessions led by ML professionals.
2. Who can apply for Amazon ML Summer School 2025?
Pre-final or final-year engineering/science students from eligible Indian institutes graduating in 2026 or 2027.
3. What is the last date to apply for Amazon ML Summer School 2025?
Typically mid to late July 2025—check the official announcement for exact deadlines.
4. What is tested in Amazon ML Summer School entrance test?
MCQs on ML basics and maths, and optional coding logic assessment.
5. Is participation in Amazon ML Summer School free?
Yes, and it includes a recognized certificate on completion.
6. Will Amazon Summer School help with internships?
Yes, outstanding participants often gain priority consideration for Amazon’s ML roles.
7. What topics are covered in the Amazon ML Summer School syllabus?
Topics include supervised learning, unsupervised learning, deep learning, reinforcement learning, and applied case studies.
Final Thought
If you’re a student looking to sharpen your machine learning skills and access Amazon-level mentorship, mark your calendar now. Keep an eye on the official Amazon website or LinkedIn for the registration announcement and apply before July 2025.
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