🤖 AI Foundation for All – Certificate Course by IIT Hyderabad
Offered by: IIT Hyderabad
Mode: Online (Live sessions every Sunday) | Duration: 24 hours (8 lectures)
Dates: July 6 – August 24, 2025 | Time: 9:00 AM – 12:00 PM IST
Program Fee: ₹ 10,000 + GST
🎯 Program Overview
IIT Hyderabad presents a hands-on, 8-week online certificate course on AI Foundation, ideal for UG/PG students and working professionals.
This program aims to equip participants with essential knowledge and practical skills to apply Artificial Intelligence techniques in real-world scenarios across data analysis, predictive modeling, and intelligent decision-making.
🎓 Who Can Apply?
- Undergraduate and Postgraduate students in any discipline
- Professionals, innovators, and entrepreneurs eager to integrate AI into their career path
📚 Course Syllabus Highlights
- Classification & Regression
- Supervised & Unsupervised Learning
- Model Evaluation (accuracy, precision, recall, F1, RMSE, MAE)
- Bias & Variance, Hyperparameter Optimization
- KNN, SVM, ANN, CNN, RNN, LSTM
- K-means, DBSCAN, Autoencoders
- Ensemble Models: Decision Trees, Random Forest, XGBoost
- Confusion Matrix, ROC Curves
- Backpropagation & Gradient Issues
- Natural Language Processing (NLP)
- Generative Adversarial Networks (GANs)
- Introduction to Large Language Models (LLMs)
💼 Program Outcomes
- Gain a solid foundation in AI and machine learning concepts with real-world case studies and implementation strategies.
- Develop skills in designing, training, and optimizing AI models for practical applications.
🔗 Registration & More Details
👉
Register here: https://cce.iith.ac.in/events/ai-foundation-2025.html
Contact:
📧 ee18resch01004@iith.ac.in
📱 9497077592
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