IIIT Delhi - IIIT Delhi - Post Graduate Diploma in Computer Science and Artificial Intelligence
- Offered byGreat Learning
IIIT Delhi - Post Graduate Diploma in Computer Science and Artificial Intelligence at Great Learning Overview
Duration | 12 months |
Total fee | ₹2.25 Lakh |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Go to Website  |
Course Level | PG Diploma |
IIIT Delhi - Post Graduate Diploma in Computer Science and Artificial Intelligence at Great Learning Highlights
- Earn a PG Diploma from IIIT Delhi, India's Top Technical University
- Mentorship from several experienced industry practitioners and dedicated program manager
- Access to the practically relevant material, hackathons, Q&A forums, career and networking events
- Dedicated career support and Placement assistance with 500+ hiring partners
IIIT Delhi - Post Graduate Diploma in Computer Science and Artificial Intelligence at Great Learning Course details
- Eligible fresh graduates wanting to build a solid foundation in CS
- Early-career professionals interested in building a career in AI
- Learners looking to leverage the demand for qualified AI professionals
- Learners who have exposure to or are familiar with programming
- Computer Science Foundations
- Practical Applications of Computer Science
- Applied aspects of Artificial Intelligence
- Course provides an introduction to foundational and applied aspects of Artificial Intelligence
- Course will enable the participants to apply this knowledge of AI towards innovative practical applications
- Participants will be able to use conceptual understanding to solve practical applications of CS.
IIIT Delhi - Post Graduate Diploma in Computer Science and Artificial Intelligence at Great Learning Curriculum
Pre-work: Math for AI and Statistics Refresher
Course 1: Programming with Python
Python Programming Fundamentals
Use of Packages in Python for Data Science
Data Collection and Scraping in Python
Visualization and Exploratory Data Analysis
Course 2: Data Structures and Algorithms
Types of Data Structures -Arrays, Linked Lists
Stacks, Queues
Trees, Graphs
Searching and Sorting
Course 3: Design and Analysis of Algorithms
Time and Space Complexity and Mathematical Analysis
Divide and Conquer and Greedy Algorithms
Dynamic Programming
Branch and Bound Algorithms
Course 4: Databases - SQL and NoSQL
Database Principles
SQL for DB
NoSQL - Cassandra, MongoDB
Course 5: Machine Learning
Supervised Learning
Unsupervised Learning
Course 6: Advanced Machine Learning
Ensemble Techniques
Feature Selection, Model Evaluation, and Tuning
Course 7: Deep Learning for AI
Neural Networks and Deep Learning
Applications to Computer Vision and Natural Language Processing
Course 8: Capstone Project
IIIT Delhi - Post Graduate Diploma in Computer Science and Artificial Intelligence at Great Learning Faculty details
IIIT Delhi - Post Graduate Diploma in Computer Science and Artificial Intelligence at Great Learning Entry Requirements
- B.Tech/ B.E in any discipline or related streams with at least 50% marks
- Acquainted with at least one programming language
- Proficiency in English is mandatory
- Not mentioned
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