The Indian Institute of Technology Roorkee has launched some advanced online certification courses on Artificial Intelligence and Deep Learning at Cloudxlab so as to improve the abilities of the students as well as to boost e-learning during the span of COVID-19 lockdown.
IIT Roorkee Director Professor Ajit K Chaturvedi said that the outbreak of COVID-19 epidemic has set off a nationwide lockdown which in return has ended up being the best time for the students to improve their skills as well as knowledge. He additionally included that this activity will likewise be alluring for the candidates who expect to exceed expectations in the specialized field.
The exceptional feature of these courses is that they will be delivered by IIT, Roorkee professors along with some known industrial experts. This initiative will also help the students as well as the professors to utilize the time to increase their skill sets.
|Start Date||May, 2020|
|Certificate From||IIT, Roorkee|
|Lab Hours||120 Days|
|Course Cost||49,999 INR|
IIT Roorkee Online Certification Course on AI and Deep Learning:Curriculum
With around 45+ hours of training and 15 new curriculum courses, certification course during this lockdown by IIT Roorkee at Cloudxlab will provide detailed knowledge on Deep Learning and Machine learning from the scratch.
Students will get more than 120 days of Lab Access and about 10 new projects to work upon, which simply will help them to boost their skills and knowledge in the field of Deep Learning.
|Curriculum Courses||Curriculum Courses|
|Introduction to LINUX||Python for Machine Learning|
|Statistics Foundation||Introduction to Machine Learning and Deep Learning|
|Build End-to-end Machine Learning Projects||Classifications|
|Introduction to Artificial Neural Networks with Keras||Training Deep Neural Networkings|
|Custom Models and Training with TensorFlow||Loading and Processing Data with TensorFlow|
|Deep Computer Vision using Convolution Neural Network||Processing Sequences with RNNs and CNNs|
|Natural Language Processing with RNNs and Attentions||Representation Learning and Generative Learning using Autoencoders and GANs|
IIT Roorkee Online Certification Course on AI and Deep Learning: Projects
To enhance the concepts to an utmost level, it is always required to apply the knowledge in a practical way. Thus, projects are the best way to develop your learning skills. Online Certification Course by IIT Roorkee, at Cloudxlab provides around 10+ projects which gives you the detailed idea of application of Deep Learning and Machine Learning in the present world.
Below mentioned are the projects available along with this course, and a brief description about them:
|Predict the median housing prices in California||This project aims to build a machine learning model to predict the housing prices.
Knowledge: Data Visualization, Data Manipulation, Cleaning Techniques.
Programing Language: Python( Pandas, Skit-Learning and Matplolib will be used)
|Classify handwritten digits in MNIST Database||The MNIST Database is considered as the “Hello World” of Machine Learning. In this project students will write their first classification logic.
Knowledge:Binary Classification, Multilable, Multi Output classification.
|Classification of Large Images using Inception V3||This project aims to build a machine learning model to classify downloaded images and display the top five predictions for the images, along with the estimated probability|
|Deploying Models to Production||This project gives an idea on how to deploy your machine learning models to production. In this model we will train the MNIST model to predict digits for the new images.|
|Predict the hourly rain gauge total||This is a time series prediction task. Students will be given snapshots of polarimetric radar values and asked to predict the hourly rain gauge total|
|Classify clothes using TensorFlow||This project aims to build a machine learning model into various MNIST Fashion Dataset.|
|Noise Removal from images||Project aims to build a machine learning model where the input is a noisy image and it gives a clear image as an output.|
|Build a ‘Cat’ classifier using the Neural Network.||Build a basic neural networking model to predict whether the input image is of a cat or not.|
|Stock Price Prediction||Build a machine learning model to predict the stock prices using historical data.|
|Game-OpenGym||Project using OpenGym on reinforcement learning.|
|Face recognition||Build a machine learning model to identify a person from a digital image.|
IIT Roorkee Online Certification Course on AI and Deep Learning: Certificate
After completing the course successfully, students will get a certificate which will be attested by the coordinators of this course at IIT Roorkee as well as Cloudxlab.
Details of the Certificate:
- Name Of the Candidate
- Course Name
- Course Duration
- Signature of the Coordinator of E-Learning Centre of IIT,Roorkee.
- Signature of the Coordinator of Continuing Education Center of IIT Roorkee.
- Signature of Founder and CEO of Cloudxlab.
IIT Roorkee Online Certification Course on AI and Deep Learning: Application Details
Students who are looking ahead to utilize this period of lockdown in a fruitful manner can apply for this certification course from online mode.
|Eligibility||Minimum of Bachelor’s degree in the field of Science/Technology/ Mathematics/ Engineering.
Experience with any programming language.
|Application Procedure||Fill a google form provided by the organising committee, where you will be asked to fill your personal details, highest qualification and other particulars.
Along with this, you will have to appear for an aptitude test attached to that google form having 10 questions with a maximum marks of 50.
After submission of the form, the admission committee will consider your score and will review your answers.
Within 48 hours, the admission committee will report your admission status through an email.
Confirmation of admission is subject to payment.
|Application Link||Click Here|
|Scholarship Details||IIT Alumni- 5% discount for first 15 students Based on Online Test:
Ques. What is the format of this course?
Ques. What to expect from this course?
Ques. Is any Certification granted at the end of the program?
Ques. What is the time commitment of the course?
Ques. What is Selection Criteria of this course?