AI & Data Science
Dive into the world of Artificial Intelligence and Data Science with our comprehensive internship program. Master machine learning algorithms, data analysis techniques, and AI applications. Gain hands-on experience with real-world projects and cutting-edge tools.
Course Outcomes
AI Fundamentals
Understand core AI concepts and applications
Data Analysis Proficiency
Master data preprocessing and analysis techniques
Machine Learning Expertise
Implement and optimize ML algorithms
Neural Network Design
Design and train neural networks for various tasks
Programming Skills
Enhance Python programming for AI and data science
Practical Experience
Work on real-world AI and data science projects
Program Modules
Python for AI
Advanced Python, NumPy, Pandas, Data manipulation and visualization
Mathematics for AI
Linear Algebra, Calculus, Probability, and Statistics for AI applications
Machine Learning Basics
Supervised and Unsupervised Learning, Model Evaluation and Validation
Data Preprocessing
Data Cleaning, Feature Engineering, Dimensionality Reduction
Deep Learning
Neural Networks, CNN, RNN, LSTM, Transfer Learning
Natural Language Processing
Text Processing, Sentiment Analysis, Language Models, Transformers
Computer Vision
Image Processing, Object Detection, Image Segmentation
Reinforcement Learning
Q-Learning, Policy Gradients, Deep Reinforcement Learning
Big Data Technologies
Hadoop, Spark, Distributed Computing for AI
AI Ethics and Governance
Ethical AI, Bias in AI, AI Governance Frameworks
Capstone Project
End-to-end AI project implementation and presentation
Career Development
AI Industry trends, Interview preparation, Portfolio building
Career Opportunities
AI Engineer
Design and implement AI systems and solutions
Data Scientist
Analyze complex data to inform business decisions
Machine Learning Engineer
Develop and deploy machine learning models
NLP Specialist
Work on language understanding and generation systems
Computer Vision Engineer
Develop image and video analysis solutions
Big Data Engineer
Design and manage large-scale data processing systems
Industry Opportunities
Our interns have opportunities to work with leading tech companies and research institutions in the AI and Data Science field, gaining sound knowledge and valuable industry experience & connections.
