Deep Learning has gained a lot of attention over the past years and has been employed by renowned companies like Microsoft, Google, IBM, Twitter, Facebook, etc. to solve a range of problems in Computer Vision and Natural Language Processing. The scope for career growth and development in this emerging field is immense. Our deep learning training programs will give you the hands-on training to pursue a career in this industry.
Sample of Fresher Interview Questions
A few of the frequently asked Deep Learning interview questions for freshers are:
What Is Deep Learning?
The area of machine learning that mainly focuses on deep artificial neural networks which are inspired by human brain. It has application in various fields like speech recognition, computer vision, and natural language processing.
What Do You Mean By Gradient Descent?
It is an optimisation algorithm used to know the value of parameters that minimise the cost function. It moves in the direction of the steepest descent as defined by the negative of the gradient. The gradient descent of cost function for a given parameter can be computed and the parameter can be updated by the below formula:-
Where Θ is the parameter vector, α is learning rate and J(Θ) is a cost function
What are the three variants of gradient descent?
- Stochastic Gradient Descent
- Batch Gradient Descent
- Mini-batch Gradient Descent
What Are The Deep Learning Courses Offered At Manipal ProLearn?
Our deep learning training programs have been designed to help you focus on industry-relevant skills that are essential for your career development. You can choose any of our specialisation courses that focus on a particular concept or tool. Our short-term deep learning courses are:
You can enrol in our PG certificate program, which will help you in building a career in this fast-growing field.
Why Learn Deep Learning At Manipal ProLearn?
Deep Learning courses at Manipal ProLearn have been crafted by industry experts and can transform you into a deep learning expert. You will learn the fundamental concepts of deep learning and TensorFlow open source framework, use of deep learning algorithms, make artificial neural networks and traverse layers of data abstraction, and do real-life industry-based projects. The training is based on the experiential learning model and is delivered through video tutorials, webinars, interactive sessions and real-time simulations. The highly-curated curriculum will also prepare you for any kind of deep learning interview questions for freshers.
Enrol in deep learning course at Manipal ProLearn now to build and apply your own deep neural networks to challenges like time series prediction, model deployment, image classification and generation. For further queries, email us at firstname.lastname@example.org.