Artificial Intelligence

• Python programming fundamentals
• NumPy & Pandas for data manipulation
• Linear Algebra essentials for ML
• Probability, Statistics & Distributions
• Calculus concepts for gradient descent

• Supervised learning — Linear & Logistic Regression
• Decision Trees, Random Forest, Gradient Boosting
• Support Vector Machines (SVM)
• Unsupervised — K-Means & Hierarchical Clustering
• Model evaluation, cross-validation & hyperparameter tuning
• Feature Engineering & Dimensionality Reduction (PCA)

• Artificial Neural Networks & Backpropagation
• TensorFlow 2.x & Keras — model building
• Convolutional Neural Networks (CNN)
• Recurrent Neural Networks (RNN) & LSTMs
• Transfer Learning with VGG, ResNet, EfficientNet
• Regularisation — Dropout, Batch Normalisation

• Text preprocessing — tokenisation, stemming, lemmatisation
• Bag of Words, TF-IDF, Word2Vec, GloVe
• Sequence models for text classification
• Sentiment Analysis & Opinion Mining
• Introduction to Transformers & BERT
• Chatbot development basics

• Image processing with OpenCV
• Object detection — YOLO, SSD
• Image segmentation techniques
• Face recognition & emotion detection
• Real-time video processing
• Generative AI — GANs basics

• Model deployment with Flask & FastAPI
• Containerisation using Docker basics
• AWS SageMaker & Google AI Platform
• MLOps fundamentals & model monitoring
• End-to-end AI project (industry dataset)
• Resume, mock interviews & placement support

No. We start from Python fundamentals. You need basic logical thinking — no math or coding background required.

Real-world projects including image classification, sentiment analysis, object detection, and a full-stack AI deployment project.

Data Science focuses on analytics and statistics. This AI course goes deeper into deep learning, NLP, and computer vision — it's a step above.

Fees vary by batch type and mode. Call 93435 65658 or 80739 22743 for current pricing — EMI options also available.

Both. Attend in-person at our Vijayanagar or BTM Layout centres, or join live via Zoom. All sessions are recorded.

6 months of active placement support — referrals through our 150–200 hiring tie-ups, mock interviews, and dedicated HR round preparation.