University of Texas at Austin - Post Graduate Program in Artificial Intelligence & Machine Learning
4.6 /5- Offered byGreat Learning
Post Graduate Program in Artificial Intelligence & Machine Learning at Great Learning Overview
Duration | 12 months |
Total fee | ₹2.75 Lakh |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Go to Website  |
Credential | Certificate |
Post Graduate Program in Artificial Intelligence & Machine Learning at Great Learning Highlights
- Earn a dual certificate from UT Austin and Great Lakes
- Get 1:1 personal assistance from a Program Manager
- Expert guidance to prepare for job roles with mock interviews, resume building, and e-portfolio review
- Learn from world’s top university
- 11+ hands-on projects & 27+ tools
- Fee can be paid in instalments
Post Graduate Program in Artificial Intelligence & Machine Learning at Great Learning Course details
Generative AI
Prompt Engineering
MLOps
Hugging face
Machine Learning
Supervised & Unsupervised Learning
Reinforcement Learning
Python
Artificial Intelligence
Large Language Models (LLMs)
Model Evaluation & Tuning
Data Science & Machine Learning Frameworks
Natural Language Processing (NLP)
Ethical AI practices
Computer Vision
Chatbot Development
Data Analysis
Data Visualization
Deep Learning
This course covers Artificial Intelligence & Machine Learning technologies and applications including Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Neural Network, Tensor Flow and many more
Post Graduate Program in Artificial Intelligence & Machine Learning at Great Learning Curriculum
Python & Gen AI Prep-Work
Python Bootcamp for Non Programmers
Python Prep Work
Generative AI Prep Work
Introduction to Python
Python Programming
Python for Data Science
Exploratory Data Analysis (EDA)
Analyzing Text Data
Machine Learning
Linear Regression
Decision Trees
K-means Clustering
Advanced Machine Learning
Bagging
Boosting
Model Tuning
Introduction to Neural Networks
Introduction to Neural Networks
Optimizing Neural Networks
Natural Language Processing with Generative AI
Word Embeddings
Attention Mechanism and Transformers
Large Language Models and Prompt Engineering
Retrieval Augmented Generation
Introduction to Computer Vision
Image Processing
Convolutional Neural Networks
Model Deployment
Introduction to Model Deployment
Containerization
Introduction to SQL
Querying Data with SQL
Advanced Querying
Enhancing Query Proficiency
Applied Statistics
Inferential Statistics Foundations
Estimation and Hypothesis Testing
Common Statistical Tests
Advanced Machine Learning and MLOps
Model Interpretability
Introduction to DevOps and MLOps
Building ML Pipelines
Advanced Generative AI for Natural Language Processing
AI Assistant Development
Fine-tuning LLMs
Capstone
Additional Modules: Learn at your Own Pace
Course 1: Introduction to Data Science and AI
Course 2: Multimodal Generative AI
Course 3: Recommendation Systems
Course 4: Object Detection and Segmentation
Course 5: Reinforcement Learning
Course 6: Time Series Forecasting
Post Graduate Program in Artificial Intelligence & Machine Learning at Great Learning Faculty details
Post Graduate Program in Artificial Intelligence & Machine Learning at Great Learning Entry Requirements
- N/A
Applicants should have a Bachelor's degree with a minimum of 50% aggregate marks or equivalent
- Not mentioned
Other courses offered by Great Learning
Student Forum
Anything you would want to ask experts?
Data ScienceDeep LearningArtificial IntelligencePost Graduate Program in Artificial Intelligence & Machine LearningPost Graduate Program in Artificial Intelligence & Machine Learning at Great Learning News & Updates
