Advanced & Specialized Tech Tracks (ML, DL, NLP, Data Science)

Master in-demand tech with expert 1-on-1 classes, 2-hour sessions, and real projects — built for portfolios, research, and freelance success.

🧠 What You’ll Learn?

🐍 Advanced Python for AI

Deep dive into Python for data-driven programming — covering modules, file handling, OOP, and real-world data processing with Pandas and NumPy.

🤖 Machine Learning

Build predictive models using algorithms like Linear/Logistic Regression, SVMs, Random Forests, XGBoost, and KNN. Includes model evaluation, hyperparameter tuning, and pipelines.

🧠 Deep Learning

Master neural networks using TensorFlow and PyTorch. Train and optimize ANN, CNN, and RNN models for real use cases like image classification or time series analysis.

🗣️ Natural Language Processing

Learn how machines understand human language — using techniques like tokenization, vectorization, RNNs, LSTM, GRU, and Transformers. Projects include sentiment analysis and next-word prediction.

🛠️ Real Projects & MLOps

Deploy full ML/NLP pipelines with version control, Docker, MLFlow, and cloud platforms (AWS, Azure). Learn how to ship models into production with confidence.