NIT Warangal is offering an online course called Applications of Deep Learning and Machine Learning in Emerging Areas of Engineering, Science and Business
NIT Warangal has invited applications from interested participants for an online course that can be completed in five days. The course called “Applications of Deep Learning and Machine Learning in Emerging Areas of Engineering, Science and Business” is being offered in association with Sreenidhi Institute of Science and Technology (SNIST), Hyderabad, Telangana. The institute says that the course has been planned with eminent speakers from the industry and academics for the benefit of faculty, industry persons, scholars and post graduates.
What the NIT Warangal Online Course on Machine Learning and Deep Learning Will Cover?
The course aims at providing a broad overview of machine learning and deep learning fundamentals, algorithms and various applications in emerging areas of engineering, science and business. Some of the topics that will be covered are as follows:
- Introduction to machine learning and deep learning.
- Supervised and unsupervised learning methods.
- Partitioned and hierarchical clustering methods.
- Bayesian Learning , and decision tree classification methods.
- Dimensionality reduction methods, or SVM classification.
- Reinforcement learning.
What are the Outcomes of the NIT Warangal Online Course?
The outcomes that the institute aims at achieving through the course are as follows:
- Understand fundamentals of machine learning with its applications.
- Understand the key concepts behind machine learning.
- Design deep learning algorithms which are more appropriate for various types of learning.
- Design various neural network models such as convolutional neural network and recurrent neural network.
- Awareness on various engineering, science and business applications of machine learning and deep learning.
- Neural networks, generative adversial networks CNN, or RNN.
- Deep reinforcement learning.
- Engineering science and business applications of machine learning, and deep learning.
The course will be conducted from 1 to 5 August 2022, and the last date to register for the course in 30 July 2022. The course will cost Rs 500 for students and selection will be done based on first-come-first-serve basis to a maximum number of 60. Those who wish to apply are advised to go through the official notification for more information.
