Post Graduate Certificate Program in Applied Data Science & AI
By E&ICT Academy, IIT Roorkee
Program Partner – CloudxLab
Post Graduate Certificate Pogram in Applied Data Science & AI
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Faculty and Mentors
Prof. Tharun Kumar Reddy
ECE Dept., IIT Roorkee
Prof. Sanjeev Manhas
ECE Dept., IIT Roorkee
Mr. Sandeep Giri
Founder, CloudxLab
Mr. Abhinav Singh
Co-Founder, CloudxLab
Mr. Praveen Pavithran
Course Instructor, CloudxLab
About the Course
The PG Certificate Course in Data Science, AI/ML & Data Engineering is an intensive online instructor led course. You will master Machine Learning, Artificial Intelligence, ChatGPT Architecture, Data Engineering, Python, Spark, Hadoop, Classification, Regression, SVM, ANN, Tableau and more.
Additionally, this course comes with our cloud lab access to gain the much needed hands-on experience to solve the real-world problems.
Upon successfully completing the course, you will get the certificate from E&ICT Academy, IIT Roorkee which you can use for progressing in your career and finding better opportunities.
Course Highlights
6 Months of Blended Learning
240 days Cloud Lab Access
Work on about 34+ projects to get hands-on experience
Best In Class Curriculum
Doubt clearing all weekdays
Certificate of Completion by E&ICT Academy, IIT Roorkee
Programming Languages and Tools
and more!
Sample Certificate
Curriculum
1. Machine Learning Applications & Landscape
2. Building end-to-end Machine Learning Project
3. Training Models
4. Classification
5. Support Vector Machines
6. Decision Trees
7. Ensemble Learning and Random Forests
8. Dimensionality Reduction
1. Introduction to Artificial Neural Networks
2. Convolutional Neural Networks & Computer Vision
3. Recurrent Neural Networks
4. Natural Language Processing
5. Training Deep Neural Networks
6. Custom Models & Training with Tensorflow
7. Loading & Preprocessing Data with Tensorflow
8. Autoencoders & GANS
9. Reinforcement Learning