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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
The Certificate Course on Artificial Intelligence and Deep Learning program is organized and offered by the Indian Institute of Technology in Roorkee on the Cloudxlab online education and innovation platform. The course will take more than eight hours of online training wherein the students get to work on twelve industrially relevant projects to gain practical knowledge on the concepts.
The courses study is about the principles and techniques involved in deep learning which is the basis for many recent innovations. In this course, the participants will gain a thorough knowledge of deep learning and machine learning with the best curriculum. The course educators include the faculties from IIT Roorkee Raksha Sharma(CSE dept) and Gaurav Dixit(DoMS dept) and the founder Sandeep Giri and Cofounders of Cloudxlab Abhinav Singh and Praveen Pavithran.
The programming languages and tools that are used during the course study are TensorFlow, Keras, Learn, Numpy, Pandas, and Python.
The Highlights
- Online mode
- Eighty hours training
- Doubt resolution
- 180 hours of Cloudlab access
- Job assistance
- IIT Roorkee certification
- Expert guidance
Programme Offerings
- Course Modules
- Twelve Projects
- Cloudlab Access
- Technical Support
- Gamified Learning Platform
- Automatic Evaluation of Assessment
- Professional Mentors
- Programming Tools
- Scholarships
- Career Guidance
- Webinars
- Testimonials
- IIT Roorkee Certificate
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIT Roorkee |
The ‘Certificate Course on Artificial Intelligence and Deep Learning’ program is available to the students on the Cloudxlab platform with online self-training and 180 hours of lab access. The candidates are provided with the advantage of an extra 5% discount on onetime payment.
Certificate Course on Artificial Intelligence and Deep Learning fee structure
| Heads | Amount in INR |
Total Course Fee | Rs 39,999 |
Monthly installment | Rs 6,666 |
Eligibility Criteria
Certificate qualifying details:
The candidates who have taken the ‘Certificate Course on Artificial Intelligence and Deep Learning’ are required to complete 75% of the course materials with any three mandatory real-world projects within 180 days of registration to qualify for the certificate issued by the Indian Institute of Technology Roorkee.
What you will learn
The ‘Certificate Course on Artificial Intelligence and Deep Learning’ syllabus is designed for the students to gain an understanding of the techniques involved in deep learning and the other aspects of machine learning that drive the technologies. The increased scope of research and algorithms in the industry is explored through this program. The presence of big data and computing resources have enabled the study and research in deep learning. This course provides the candidates with the skills for deep learning, programming, and the knowledge about the different software tools and programming languages with an understanding of the domain of artificial intelligence. At the end of the Certificate Course on Artificial Intelligence and Deep Learning classes, the students will be able to decipher real-world solutions with the help of deep learning.
Who it is for
The ‘Certificate Course on Artificial Intelligence and Deep Learning’ online training is for software engineers, data analysts, and those who work with artificial intelligence to improve their knowledge on deep learning. The machine learning knowledge gained during this course benefits the engineers, managers, researchers, and data scientists to excel in their careers as it enhances their problem-solving process.
Admission Details
The course admission to the ‘Certificate Course on Artificial Intelligence and Deep Learning’ training is done through the official website of Cloudxlab.
Step 1: Go to the course page on the Cloudxlab website using the link below,
https://cloudxlab.com/course/84/certificate-course-artificial-intelligence-deep-learning-iit-roorkee
Step 2: Click on the ‘Apply now’ link on the course page.
Step 3: Fill in the application form and send in the statement of purpose.
Step 4: The response to the application will be sent in 48 hours
Step 5: Complete the payment and confirm the admission.
Application Details
The candidates who wish to apply for the ‘Certificate Course on Artificial Intelligence and Deep Learning’ will have to register for the course by filling in the application form found on the registration page.
The Syllabus
- Linux for Data Science/ Machine Learning
- Getting Started with Git
- Python Foundations
- Machine Learning Prerequisites(Including Numpy, Pandas, and Linear Algebra)
- Getting Started with SQL
- Statistics Foundations
- Analyze Emails
- Build an Image Classifier in Fashion MNIST dataset
- Training from Scratch vs Transfer Learning
- Working with Custom Loss Function
- Image Classification with Pre-trained Keras models
- Build cats classifier using transfer learning
- Mask R-CNN with OpenCV for Object Detection
- Art Generation Project
- NYSE Stock Closing Price Prediction using TensorFlow 2 & Keras
- Sentiment Analysis using IMDB dataset
- Autoencoders for Fashion MNIST
- Deploy Image Classification Pre-trained Keras model using Flask
Instructors
IIT Roorkee Frequently Asked Questions (FAQ's)
The course takes more than eighty hours to be completed by the students.
This online training course includes a total of 12 projects that provide a hands-on experience with the concepts of deep learning.
There is no mandatory prerequisite for this course.
The candidates are provided access to the online lab and BootML by Cloudxlab in the ‘Certificate Course on Artificial Intelligence and Deep Learning’ hence there is no need for any preinstallation.
Yes, after the self-learning course, the eligible candidates are issued the certificate from IIT Roorkee.