Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Course Overview
Post Graduate Diploma in Computer Science and Artificial Intelligence by Indraprastha Institute of Information Technology, Delhi, which is widely recognised for being a centre of research and quality education in IT interdisciplinary areas. Candidates get to learn from the world-class faculty of IIIT-Delhi and under the aegis of many experienced industry practitioners from top organisations. They shall receive proper guidance throughout their learning journey and avail themselves of dedicated career support. The programme has been designed to deliver a comprehensive learning experience.
Post Graduate Diploma in Computer Science and Artificial Intelligence Certification Syllabus holistically covers algorithms while creating a solid foundation in Computer Science. This online training program can be pursued by both students and working professionals to upskill their knowledge in this domain.
The Highlights
- Post Graduate Diploma and Alumni status from IIIT Delhi
- 11 months programme
- Opportunity to attend GL Confluence
- Online learning live program
- Imparted in collaboration with Great Learning
Programme Offerings
- live online classes
- hackathons
- course material
- Q&A forums
- Networking events
- Capstone Project
- Programme manager
Courses and Certificate Fees
| Certificate Availability | Certificate Providing Authority |
|---|---|
| yes | IIIT Delhi |
Post Graduate Diploma in Computer Science and Artificial Intelligence Fee information is specified below-
- The programme fee stands at Rs. 2,25,000 + GST
- The admission fee amounts to Rs. 25,000
Fee details for Post Graduate Diploma in Computer Science and Artificial Intelligence
Fee | Amount in Rupees |
Admission Fee (included in programme Fee payable on enrollment) | Rs. 25,000 |
Programme Fee | Rs. 2,25,000 |
Total Fee | Rs. 2,25,000 + GST |
Eligibility Criteria
Work experience
Candidates of Post Graduate Diploma in Computer Science and Artificial Intelligence Programme must have experience with programming in at least one programming language.
Education
Interested participants of Post Graduate Diploma in Computer Science and Artificial Intelligence Certification should have graduated (B.Sc/BCA in Mathematics/CS/Statistics/Electronics/IT, B.E/B.Tech in any discipline, or a related stream, BBA, Bachelors in Economics/Bioinformatics/CS/IT, MBBS or other areas with a quantitative component) with a minimum of 50% marks or equivalent CGPA. Postgraduates in the above categories with the requisite marks are also eligible to apply.
After fulfilling the above, learners need to appear for an online aptitude (quant) cum programming screening test and score 50% or more to get selected for this course.
Certification qualifying details
Post Graduate Diploma in Computer Science and Artificial Intelligence Certification will be issued to all successful learners who abide by the programme requirements.
What you will learn
Post Graduate Diploma in Computer Science and Artificial Intelligence Online Course will highlight the following concepts-
- The course works on candidates’ ability to apply the knowledge of AI towards innovative practical applications
- They will be brushing up skills on understanding computer science foundations
- Learners shall be utilising their conceptual understanding to solve practical applications of CS
- IIIT-Delhi: Post Graduate Diploma in Computer Science and Artificial Intelligence Training will allow candidates to apply aspects of Artificial Intelligence into different domains
- The syllabus provides an introduction to the applied and foundational aspects of Artificial Intelligence
Who it is for
Post Graduate Diploma in Computer Science and Artificial Intelligence Programme will aid the following learners-
- Learners acquainted with the concepts of programming
- Learners seeking professional opportunities to leverage the demand for qualified AI professionals
- Fresh graduates willing to build a foundation in Computer Science
- Career professionals seeking a boost in a career in Artificial Intelligence
Admission Details
Learners can apply for Post Graduate Diploma in Computer Science and Artificial Intelligence Online Course via the given guide-
Step 1: Browse https://www.greatlearning.in/post-graduate-diploma-csai-iiit-delhi and tap “Apply Now.”
Step 2: Fill the application form and select “Submit Application.”
Step 3: The candidates have to fill the form with basic information and professional details. These details will help the officials in evaluating the profile.
Step 4: On selection, candidates will be required to make the payment and confirm their admission.
Application Details
The application form requires learners to enter their name, address, city, and email ID under basic information. They also have to specify work experience, last company, years of programming experience that they have, preferred programming language, industry, and job title. They further need to name their degree and area of specialisation, year of graduation, and percentage. Statement of Purpose will also be a part of the application.
The Syllabus
- Installation of Python, Python packages overview, Shortcuts
- Data structures in Python - List, Tuples, Dictionaries, Sets, Conditional statements, functions
- Numpy - Array, Matrix, Selection techniques, Pandas - Series, Dataframes, Indexing, Saving & Loading dataframes
- Visualization using Python - Matplotlib, Seaborn, Barplot, scatter plot, Point plot, Pairplots
- Univariate, Multivariate,analysis, Scaling & Normalization, Imputing missing values, Working with outliers
- Arrays, Array operations, Search (linear search vs. binary search) and Sort (Bubble Sort, Insertion Sort, Quick Sort, Merge Sort) review
- Definition of linked list, types of linked list, adding & removing an element, clearing the linked list, searching & sorting
- Structure & principle of stacks, declaration and initialization, push & pop an element, check if the stack is empty, peek an element
- Definition & implementation of queues, Queue operations, Enqueue & dequeue an element, getFront & getRear in Queue
- Linear & Non-linear data structures, Trees & tree traversal, B-Trees, node relationships, adding & removing an element
- Overview of Graph theory, Nodes, edges, cycles,subgraphs, directed & undirected graphs, adding & removing an element
- Binary Tree & Binary Search Tree, Properties,Implementing Binary Trees, Operations
- Time & space complexity of algorithms, Analysis of algorithms
- What is the divide & conquer algorithm? When to use them? Time complexity of D&C algorithm, Iterative solution, Advantages & Disadvantages of D&C algorithm
- Greedy search algorithm -definition, Huffman coding algorithm, Pseudocode and implementation, How to approach a greedy algorithm problem
- Properties of dynamic programming strategy, Fibonacci series, Least common subsequence, Knapsack problem, Longest palindrome substring
- Breadth-first search, Depth-first search, Shortest path algorithm, Minimum Spanning Trees, Traveling Salesman Problem
- Introduction to database, Brief overview of relationship, RDBMS, Creating a database
- Overview of Joints - Inner, Outer joints, aggregations, connect to database using Python
- Executing SQL commands, My SQL workbench, List of commands in SQL, Data control language, Transactional control language
- Types of NoSQL database, CAP theorem, Introduction to Cassandra, Applications of Cassandra DB
- Intro to ML, Linear Regression, Multivariate Linear Regression, Training/Test Splits, Under/Overfitting
- Logistic Regression, Odds Ratio, Performance Measures - Precision & Recall
- Introduction to Conditional Probability, Bayes Theorem, Naive Bayes, K Nearest Neighbors, Distance Measures, KNN Classifier
- Introduction to Unsupervised Learning, Types of Clustering, K Means Clustering, Hierarchical Clustering, Evaluation Measures
- Curse of Dimensionality, Dimensionality Reduction, Eigenvalues & Vectors, Principal Component Analysis
- Error, Sources of Error, Bias and Variance, Ablative Analysis of ML Algorithms
- Decision Trees, Entropy, Gini Index, Relative Error, Classification & Regression Trees
- Bagging, Boosting, Stacking, Ensemble Methods, Random Forest Algorithm
- Introduction to Feature Engineering, K Fold Cross Validation, Bootstrap Sampling, Up and Down Sampling
- Model Performance Measures - ROC, AUC, Building a ML Pipeline, Grid Search, Randomized Search
- Math basics for Deep Learning, Functions & Derivatives, Optimizing a Continuous Function, Loss Functions, Gradient Descent
- Neural Networks Basics, Parameters vs Hyperparameters, Hyperparameter Tuning, Activation Functions, Softmax
- Feed Forward Neural Network, Backpropagation, Gradient Descent, Learning Rate & Tuning, Cross-Entropy Loss
- Data pre-processing, Data Augmentation, Batch Normalization, Dropout, Hardware Requirements
- Introducing CNNs, Convolution, Pooling, CNNs for Image Classification, Transfer Learning, Intro to RNNs for Sequential Data
- Applications to CV & NLP - Digit Recognition, Sentiment Analysis
- Project Proposal - Scope, Data, Plan
- Initial Report including EDA, Challenges & Proposed Solutions
- Submit Intermediate Report including Results to Date
- Submit Final Report, Demonstrate Solution and Present Findings
Student Reviews for Post Graduate Diploma in Artificial Intelligence
IIIT delhi
Batch of 2024-01-01 | Post Graduate Diploma in Artificial Intelligence
College Infrastructure
IIIt Delhi has a beautiful campus covered with lush green grounds with all the necessary facilities like sports grounds, gyms, hostels, mess, libraries, etc. Living spaces are also cleaned regularly to maintain hygiene.
Instructors
IIIT Delhi Frequently Asked Questions (FAQ's)
Candidates who pass the eligibility test will have to send their acceptance and pay the fee.
Candidates can avail of EMIs starting at Rs. 4300. They can also avail education loans at a 0% interest rate.
Hiring partners include Microsoft, Amazon, Yahoo!, Google, Accenture, Infosys and Cognizant.
Candidates who receive the offer letter will receive an intimation about the class timings.
The certification will be in online (digital) format.
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