Data Science with Python
From raw data to production models. Pandas to PyTorch.
- Live classes + real-world projects
- Industry-mentor code reviews
- Placement support & interview prep
Course fee
1
Capstone project
50+
Real datasets
92%
Placement rate
1:1
Mentor sessions
Curriculum
What you'll cover
01Python for Data Science+
- NumPy
- Pandas
- Matplotlib
- Seaborn
02Statistics & Probability+
- Descriptive statistics
- Distributions
- Hypothesis testing
- Bayesian basics
03Machine Learning — Supervised+
- Linear regression
- Decision trees
- Random forests
- XGBoost
04Machine Learning — Unsupervised+
- K-Means
- PCA
- DBSCAN
- Anomaly detection
05Deep Learning+
- Neural networks
- CNNs
- RNNs
- Transfer learning
06NLP Fundamentals+
- Text preprocessing
- TF-IDF
- BERT fine-tuning
- Sentiment analysis
07Real-world Datasets+
- Finance datasets
- Healthcare data
- Retail analytics
- Kaggle competitions
08MLOps & Deployment+
- FastAPI
- Docker
- MLflow
- AWS SageMaker basics
09Capstone Project+
- Problem selection
- Data collection
- Model training
- Production deployment
10Interview Preparation+
- Statistics questions
- ML system design
- Python coding
- Case studies
Career Outcomes
What you'll be able to do
Master end-to-end ML pipeline from data to deployment
Work with real datasets from finance, healthcare, retail
Complete a capstone project for your GitHub portfolio
Pass data science interviews at top tech companies
Placement support through our hiring partner network
Ratings & Reviews
What learners say
4.9
318 reviews
“The real datasets module is what sets IAE apart. I learned more from the healthcare churn dataset than from 3 months of tutorials.”
Arjun Das
Hired · Data Scientist · Mumbai
“The statistics module is thorough and the ML modules build directly on it. The pedagogy is clearly designed by people who understand both domains.”
Lakshmi Rao
Hired · ML Engineer · Hyderabad
FAQ
Common questions
Do I need a math background?+
Which Python version do you use?+
Is there a certificate?+
Can this lead to data engineering roles?+
Is there an EMI or instalment option?+
Ready to begin?
Enquire now or book a free counselling session with a mentor to see if this programme is right for you.