Python AI, ML, DL Program
This course takes you from Python fundamentals to building real-world AI applications using Machine Learning, Deep Learning, Generative AI, and Large Language Models.
Taught in person at Jubilee Hills, Hyderabad. How to reach us
The curriculum
11 Modules · Teaching Weeks 1-16
- Python Basics
- Variables
- Data Types
- Operators
- Input/Output
- Conditional Statements
- Loops
- Functions
- Lambda Functions
- File Handling
- Exception Handling
- Modules & Packages
- NumPy
- Pandas
- Matplotlib
- Seaborn
- Linear Algebra
- Matrices
- Calculus Concepts
- Distance Measures
- Mean, Median, Mode
- Variance
- Standard Deviation
- Probability
- Normalization
- Standardization
- Digital Images
- Image Processing
- Image Classification
- Object Detection
- AI, ML, DL Overview
- Data Cleaning
- Feature Engineering
- Data Visualization
- Linear Regression
- Polynomial Regression
- Logistic Regression
- Decision Trees
- KNN
- Naïve Bayes
- Model Evaluation
- Clustering
- K-Means
- Hierarchical Clustering
- PCA
- Random Forest
- Gradient Boosting
- Overfitting
- Underfitting
- Cross Validation
- NLP Basics
- TF-IDF
- Sentiment Analysis
- Neural Networks
- TensorFlow
- Keras
- PyTorch
- CNN
- Transfer Learning
- RNN
- LSTM
- Autoencoders
- RL Concepts
- Agent, Environment, Rewards
- Q-Learning
- Deep Q-Learning
- Gymnasium
- CartPole
- FrozenLake
- LLMs
- Transformers
- BERT
- GPT
- Prompt Engineering
- Hugging Face
- OpenAI APIs
- AI Agents
- FastAPI Deployment
- House Price Prediction
- Customer Churn
- Spam Detection
- CNN Projects
- Face Recognition
- AI Chatbot
- AI Assistant
- RAG Chatbot
- Self-Driving Car Sensors and AI Concepts
- Project work
The six-month course finishes with sixteen weeks of teaching and a minor and a major project. A six-month Employment Training Programme of real-time project work is available after that as an add-on, on merit basis.
Additional skills training
Along with the technical curriculum, every learner gets dedicated training in professional and career skills.
The campus, Jubilee Hills.
Classrooms, a robotics lab and rooms named after the pioneers. Inaugural batches sit here in person.
Ready to join the next batch?
Train the way Hyderabad hires: project-first, certification-aligned and reviewed by people who do this for a living.
Book a free demo