Scaler

Scaler’s course gave me a clear understanding of core concepts like DSA and System Design, with great mentorship and structured learning. The live sessions, mock interviews, and constant support really helped me grow and feel more confident in interviews.... Read More
Whether you’re a beginner aiming to break into top tech companies or someone looking to upskill, I’d highly recommend Scaler as a powerful launchpad for your career.

✅ Pros
Well-structured course with a satisfactory curriculum and faculty.
Lifetime access (or extended access) to the platform is maintained — very helpful for revision and continued learning.
Community classes are provided to support interview and coding... Read More preparation.
Job opportunities continue to be shared even after the course ends, helping learners stay connected to hiring pipelines.

❌ Cons
Fewer big companies hire freshers, which may limit high-profile placement opportunities for students without prior experience.

My Experience with Scaler Academy’s Data Science & Machine Learning Program (DSML)

I enrolled in Scaler’s Data Science and Machine Learning (DSML) program in February 2023, and my overall experience has been extremely positive, especially in terms of curriculum... Read More quality, teaching methodology, and learning resources. I enrolled in the DSML Beginner course, which spans approximately 18 to 20 months. As of the time of writing this review (June 2025), I have received a DSML internship opportunity through Scaler and am actively applying for full-time roles.

Curriculum & Learning Experience:
The curriculum is exceptionally well-designed, up-to-date, and aligned with current industry requirements. Every topic is covered in-depth and builds upon foundational concepts, which makes it suitable even for those coming from non-CS backgrounds.Each module ends with a dedicated test, followed by a mock interview, which I found incredibly useful for building interview readiness. These assessments ensure you're not just passively learning but actively preparing for real-world job scenarios. This structured approach clearly sets Scaler apart from many other ed-tech platforms.

Teaching Quality & Mentorship:
Scaler's instructors are top-tier professionals, many of whom are currently working in or have worked at leading tech companies. I was fortunate to be taught by some of the best minds in the industry.Another standout feature is the Teaching Assistant (TA) support — it's prompt, knowledgeable, and accessible. Having a TA readily available to clarify doubts is something rarely seen in most other courses. Whether it’s a conceptual doubt or debugging code, help is always a message away.

Resources & Flexibility:
The dashboard is user-friendly, with access to:Recorded lectures (a blessing for working professionals like me),Well-structured notes & Colab notebooks after each session,Assignments for hands-on practice, which reinforce the concepts effectively.I primarily relied on recorded lectures due to my work schedule, and I never felt like I missed out on anything. The content delivery was smooth, structured, and self-paced friendly.

Placement Support – A Balanced View
When it comes to placement support, I would rate it as moderate. Scaler does provide job referrals, mock interviews, and resume review services. However, the effectiveness highly depends on your background and current job market conditions. As of June 2025, the job market is relatively slow, and hiring has been cautious across industries.
I’ve observed that:
Candidates with prior professional or domain-relevant experience tend to benefit the most from Scaler’s placement support.
Freshers or individuals from non-technical/non-relevant backgrounds may find it more challenging.
A long notice period (e.g., 90 days) also limits placement opportunities, as many companies are reluctant to wait that long.
That said, Scaler can’t fully control the hiring trends or market volatility, but more tailored support or alternate placement strategies for freshers would definitely be appreciated.

Final Verdict:
If you're looking to build solid foundations in Data Science and Machine Learning, especially if you're a working professional, Scaler’s DSML program is a fantastic investment. Their teaching quality, structured learning, resources, and support system are truly among the best in the ed-tech space today.Placement support is decent, especially if you come in with prior experience, but could be improved for freshers and those with long notice periods.

I recently completed Scaler’s Advanced Data Science & Machine Learning course, and it was a transformative experience. The curriculum is industry-focused, well-structured, and rich in projects. The instructors are not only technically sound but also excellent... Read More mentors. The community, doubt resolution, and peer learning are top-notch.
While the core curriculum does not yet include Generative AI, Scaler does provide separate resources on this topic for learners to explore independently. Hopefully, it will be integrated into the main course in future updates.

Recommended for professionals looking to make a strong career in DS/ML.

Scaler’s course content is superb and very well-designed. It uses modern, industry-standard tools that are great for building practical skills. The business case studies included in the curriculum are useful and help in understanding real-world applications.... Read More However, the review sessions could be improved to make learning even better and also the datasets could be updated once a while.
The instructors are generally good—some are outstanding, while a few are average. A great feature is that you can watch recordings from previous batches, where some top instructors teach specific topics with deep expertise.
Placement support is good. I receive time to time emails and interview opportunities. However, it's important to understand that getting hired depends a lot on your own efforts, preparation, and performance.
The assignment questions after each lecture are very very helpful for practice, and the TA support is excellent—they are quick to respond and explain things well.
One more thoughtful feature is the course pause option. It's really helpful in case of personal or family emergencies.
Overall, Scaler is a great platform for anyone serious about learning and growing in tech.

I joined Scaler with a non-tech background, feeling a mix of hope and uncertainty. Looking back now, I can confidently say that it was one of the best decisions I made for my career. The DSML course at Scaler is not just well-structured but also incredibly... Read More in-depth. It takes you from the very basics and gradually builds up to industry-level proficiency in a very practical and hands-on manner.

One of the most valuable aspects of Scaler was the peer learning environment – the community is genuinely supportive, collaborative, and always willing to help each other grow. The mentorship, resume reviews, and mock interviews were extremely useful and played a huge role in preparing me for the real-world job market. Each element of the program felt carefully designed to build not just skills but confidence.

Despite coming from a non-technical background, I was able to secure a job within 7-8 months, which speaks volumes about the effectiveness of the program and its outcomes. Yes, the fee structure is slightly on the higher side, but given the level of support, mentorship, and outcomes, I can wholeheartedly say that it is absolutely worth it.

Scaler didn’t just teach me technical skills – it helped me believe in my potential. I’m truly grateful to the entire team and community for making this journey so impactful.

I recently completed the Software Development course at Scaler Academy, and it has been a truly transformative experience, especially for someone like me coming from a non-computer science background.

The curriculum is thoughtfully designed, with a strong... Read More emphasis on foundational concepts such as Data Structures and Algorithms. I would like to specifically acknowledge Utkarsh Gupta, whose teaching in Data Structures was exceptionally clear and impactful. His explanations made even complex topics approachable and understandable.

In the Data Engineering module, Amit Singh provided deep insights and practical knowledge that were extremely valuable. The sessions on Low-Level Design (LLD) and High-Level Design (HLD) were also among the highlights of the program — the instructors delivered them in a structured and engaging manner that helped me grasp architectural thinking, which I initially found quite challenging.

Scaler Academy’s focus on mentorship, regular assessments, and real-world interview preparation made a significant difference in my learning journey. The support from the teaching staff and peers was outstanding throughout.

Overall, I highly recommend Scaler Academy to anyone aiming to build a strong foundation and grow professionally in software development — regardless of their academic background.

I had a positive experience with Scaler. The tutors and subject matter experts are highly skilled, and the curriculum is well-structured. Learning valuable skills like Data Analytics was insightful, and the hands-on projects added practical depth. The... Read More only drawback is the relatively high cost.

After spending nearly two decades in marketing, I made the leap into data science—a long-awaited dream finally coming to life.

With my last formal education way back in 2004, stepping back into a classroom setting was both exciting and intimidating. I... Read More had planned to pursue an MCA years ago, but life had other plans, and I entered the workforce early. Fast forward to today, I found myself chasing a new goal—and Scaler Academy played a key role in making that transition smoother.

Here’s what made the difference for me:

Beginner-Friendly Learning:
The instructors at Scaler are not only knowledgeable but incredibly skilled at breaking down complex topics. They teach with clarity, structure, and a passion for helping you truly understand—even if you're returning to academics after 18 years (like me!).

End-to-End Career Support:
Scaler provided hands-on career transition support. From personalized mentorship to a dedicated point of contact who guided me through the process, I felt supported every step of the way.

A Supportive Peer Community:
What stood out most was the incredible peer group I became a part of. I met others just like me—seasoned professionals making bold career changes after a decade or more. The encouragement and camaraderie made the journey far less lonely.

My advice to anyone with a half-met dream:
Don’t hesitate to start again. Even if you’re unsure about a full course, joining a strong, growth-oriented community like Scaler’s can make all the difference.

Sometimes, all it takes is a little faith—and the right people beside you.

I joined Scaler in July 2023. I hold a B.Com degree and had worked in various industries across different MNCs. However, I wanted to transition my career into tech. After researching multiple sources, I initially encountered negative reviews and feedback... Read More from some alumni. A friend then recommended Scaler, and upon checking their reviews and watching YouTube videos, I found them to be impressive and positive. This convinced me to enroll, and I joined Scaler in July 2023.

As a non-tech graduate, the initial stages were challenging for me to grasp, but I didn’t give up. I continued my efforts and sought help from Scaler’s TA team through video calls. They were incredibly supportive, guiding me through every detail, including the basics. The TA team didn’t just come and go—they stayed until I fully understood the concepts, even if it took an hour. Their assistance was truly commendable.

Curriculum: Scaler’s curriculum is quite impressive. They start by introducing you to the programming language they’ll teach, followed by Data Structures and Algorithms (DSA), which is a crucial part for any engineer. The teaching methodology stands out—each module is led by a different instructor with substantial experience in that specific language or topic. Doubts are resolved during live classes, so you don’t have to wait for the session to end or for a separate doubt-clearing class, which I found very impressive. Additionally, instructors don’t just teach; they also answer questions about the job market and the skills required in the real world, addressing everyone in the class, not just specific individuals. If you need personalized guidance, one-on-one mentor sessions are available. After completing each module, you must score at least 70+ in a contest and clear a mock interview with a mentor to mark the module as complete. This process is beneficial as it helps students understand their true standing.

Mentor Sessions: For career guidance or if you’re struggling to figure things out, you can schedule a call with a mentor. They assist with everything related to your career and courses. Mentors help you create an effective resume and guide you on where and how to apply for jobs. These mentors are experienced professionals with strong career journeys, making their guidance invaluable. I found this aspect extremely helpful.

Job Support: Scaler has a dedicated team that sends job opportunities based on your preferences and assists in scheduling interviews with companies. You can view all your preferred job listings in one place. They even provide a resume builder to create a job-ready resume. Through Scaler, I secured a three-month internship with Edera as a Software Engineer Intern, and the experience was satisfactory. Currently, I’m exploring better opportunities.

However, there are a few areas where Scaler could improve. For instance, when a job application or resume gets rejected, they don’t provide proper feedback for improvement, which I believe should be addressed. Students need detailed feedback to understand their shortcomings. Additionally, I suggest Scaler incorporate AI modules into their Full Stack Developer course, as AI skills are increasingly in demand. Apart from these points, I find Scaler’s offerings impressive.

Overall, Scaler is an excellent platform for those seeking a career transition. They have a dedicated team of counselors who thoroughly explain the course and outline your learning journey. Before enrolling, you must pass an entrance test, which ensures you’re prepared for the program.