Advanced AI & Machine Learning

₹699 ₹2,500 72% OFF

Master Python, Machine Learning, Deep Learning, Generative AI, Transformers, and LLMs through hands-on coding and real-world projects. Build practical AI skills from foundational concepts to real-world applications.

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About This Course

Learn Python, Machine Learning, Deep Learning, Generative AI, Transformers, and Large Language Models (LLMs) through practical coding and real-world projects. Build AI skills, understand modern technologies, and develop intelligent applications for real-world problems. Suitable for students, beginners, and aspiring AI professionals.

Course Modules (15)

Introduction to Advanced AI & ML

Introduction to Advanced AI & Machine Learning • 1 lessons

Ensemble Learning

Ensemble Learning – Bagging, Boosting, Random Forest & AdaBoost • 1 lessons

XGBoost

XGBoost – Gradient Boosting, Implementation & Evaluation • 1 lessons

Hyperparameter Tuning and Model Optimization

Hyperparameter Tuning – Grid Search, Random Search & GridSearchCV • 1 lessons

Artificial Neural Network (ANN)

Artificial Neural Networks – Architecture, Activation Functions & Forward Propagation • 1 lessons

Deep Learning Model Training

Deep Learning Model Training – Adam Optimizer, Dropout & Training Pipeline • 1 lessons

Convolutional Neural Networks (CNN)

Convolution, Pooling, Feature Maps & Image Classification • 1 lessons

Transfer Learning

Transfer Learning – VGG16, Feature Extraction & Fine-Tuning • 1 lessons

Recurrent Neural Networks (RNN) & LSTM

RNN & LSTM – Sequential Data, Memory Gates and Time-Series Forecasting • 1 lessons

Advanced Natural Language Processing (NLP)

Advanced NLP – Transformers, LLMs, BERT & Prompt Engineering • 1 lessons

Transformers and BERT

Transformers & BERT – Self-Attention, Q/K/V and Fine-Tuning • 1 lessons

Retrieval-Augmented Generation (RAG)

RAG – Embeddings, Vector Databases, Semantic Search & LLM Integration • 1 lessons

Explainable Artificial Intelligence (XAI)

Explainable AI – SHAP, Feature Importance & CNN Visualization • 1 lessons

AI Model Deployment with Flask

AI Model Deployment Using Flask – Build an AI Prediction Web Application • 1 lessons

Advanced AI & ML Mini Project Copy

RoBERTa-Based Text Classification with Flask – End-to-End AI Project • 1 lessons

Locked: Purchase this course to unlock all modules and full access.