IIT Roorkee, through its Electronics and ICT Academy program sponsored by the Ministry of Electronics and Information Technology, is offering a certificate online course on Machine Learning and Deep Learning. E&ICT Academy IIT Roorkee with CloudxLab as industry partner is conducting this online training program in Machine Learning Specialization.
This specialization has been designed for participants who wish to gain hands-on experience in solving real-life problems using machine learning and deep learning, says IIT Roorkee. After finishing this specialization, participants will also be able to apply the learnings to their respective professions.
What the IIT Roorkee Online Course on Machine Learning and Deep Learning Covers
Some of the topics that will be covered through three courses namely python for machine learning, machine learning, and deep learning during the online training are as follows:
- Introduction to Linux and Python.
- Hands-on using Jupyter on CloudxLab.
- Statistical inference, types of variables, probability distribution, normality, measures of central tendencies, and normal distribution.
- Introduction to machine learning, machine learning application, introduction to AI, different types of machine learning – supervised, unsupervised, and reinforcement.
- Linear regression, gradient descent, polynomial regression, learning curves, regularized linear models, and logistic regression.
- Deep learning applications, artificial neural network, TensorFlow demo, and deep learning frameworks.
- Voting classifiers, bagging and pasting, random patches and random subspaces, random forests, boosting, stacking, and so on to name a few topics.
Apart from that, participants will also get to work on 13 machine learning projects to get hands-on experience, and will also be subjected to quizzes and gamified assessments.
How to Enroll for IIT Roorkee Online Course on Machine Learning and Deep Learning
Interested learners will have to enroll on the official IIT Roorkee E&ICT Academy website. The online course is self-paced and would cost Rs 7199 for 180 days lab, and Rs 8399 for 240 days lab. Upon successfully completing the course, participants will receive a certificate from E&ICT, IIT Roorkee. Those who wish to know more about the online course are advised to visit the official website for more details.