Turnkey’s Machine learning and Deep Learning courses conducted under watchful guidance by Dr. Naveena Yanamala and Dr.Bhiksha raj proved to be very challenging and rewarding. I got to learn not just the underlying concepts but also the intuition of when to use the techniques while working on ML projects. The best part of the course for me was the sample datasets that we had to work on and present our findings. This proved to be a good exercise since the goal was open ended and I was forced to find out the best possible interpretation of the data and build a predictive model using the knowledge gained through the course. Deep learning course challenged me but I enjoyed it thoroughly as I got to implement a few core functionalities of PyTorch Library from scratch and participate in Kaggle competition. Turnkey has strengthened my foundation on the subject and given me skills that are in high demand which has enabled me to keep pursuing and growing further in this field.

The course conducted by Prof. Bhiksha Raj, helped me gain clear understanding of the core concepts of Deep Learning. The programs at Turnkey emphasizes on detailed learning and increasing one’s knowledge on the subject. I was given the opportunity of developing my version of PyTorch that helped me perceive a clear depiction of the logic and the math. The homework assigned to us is based on improving our practical skills. The teaching assistants and the staff were very cooperative and answered my all queries promptly. I would like to mention Vijay Sir, who actively checked our progress and guided us exceptionally. Turnkey promises a suitable environment for learning.

In the past one month as an Learner, I have understood the diverse concepts of Deep Learning such as Image Recognition using CNN (Convolution Neural Networks). The lectures conducted by Prof. Bhiksha Raj has proved to be very thought provoking and informative. The teaching assistants have been very supportive and obliging. Turnkey helped me gain and increase my confidence in problem solving and completion of tasks, all thanks to their guidance and teaching.

The course adopts an applied approach. The content material is intellectually curated and assignments are designed to give us an insight on how things work. I thoroughly enjoyed solving the Programming Assignments. Dr. Bhiksha Raj is a comprehensive professor and guides us on how online platform can be as engaging as taking a live class and covered numerous concepts on Deep Learning. The assignments are drafted on “how to design and implement deep neural networks”. The teaching assistant are always available to help us when we get stuck. An exceptionally organized methodology in developing Deep Learning Models which I can use as foundation for any project regardless its complexity. 

The Deep Learning course taught by Prof.Bhiksha Raj intrigued me to explore brain crunching concepts. It allowed me to learn how to apply neural networks and deep learning techniques to develop innovative solutions. With reference to the activities carried out, I gathered experience in learning by doing methodology, team dynamics, gained a good knack for presentations, and made measured progress on a daily basis. The assigned tasks were consistent with the course and the experience was valuable training to put into practice the knowledge acquired during the lessons. The work environment is really pleasant and the TA’s, as well as the MD & chief advisor of the company, always assist you regarding any impediments resulting in a very gratifying experience. I would say the Learning Experience was very rewarding and had a positive impact, in terms of working experience and acquisition of new valuable skills.

During my my time at Turnkey, I was given the opportunity to traverse different levels of introduction to Deep Learning. While I encountered challenges in attending online classes, Turnkey ensured we received live sessions that had me engaged in the lectures delivered by an excellent course instructor Dr.Bhiksha Raj. I gained hands-on experience on IT tools and computational resources that are required for hosting a successful online computationally intensive course. By applying Deep-Learning concepts on various challenging projects, I reinforced my technical knowledge and appreciated the scope of neural networks even better. Productive discussions with the teaching assistants benefitted me in acquiring clarity on the subject as well as on producing quality online teaching material related to programming. Discussing the course material and projects with other interns helped us in improving our collective knowledge on the subject, thereby enriching our learning experience. I am grateful to Turnkey Learning for giving me the opportunity to learn about producing quality online instructional material on an advanced technical topic such as Deep Learning.

As an intern at Turnkey, I have had a chance to work on product called ML playground where I received a good exposure on product development life cycle , React and AWS. I also obtained ample experience on how to choose a product and what all metrics need to be taken into consideration. Turnkey has helped me gain confidence and rationalise complex situations.

During my time at Turnkey, I was involved in developing a web application from the very inception. It was a great experience as we had to build on an idea and work on both the front end and back end to obtain a fully functional web application. Machine learning was taught by Dr. Naveena Yanamala showed to be an amazing experience as I learned how each machine learning model can be used and also the mathematical functionality behind it. Dr.Bhiksha Raj’s course on Deep learning helped me overcome my fears on the concept as I was unaware of the subject itself. He made the concepts very simple to understand. These assignments give a hands-on experience on the learnings from the lectures. Turnkey is unique in its ways because they provide a wholesome learning experience.

When we think of AI, we think of machine learning algorithms. At Turnkey, they have implemented the Pytorch library, that gives us deep insights on how machine learning works. I am glad to have this opportunity to learn about AI and a special shoutout to Bhiksha Raj sir for teaching us and the teaching assistants for their constant support.