About This Course
Data Science with Python is the single most sought-after technical skill in India's job market — and Aapvex's programme is built for one outcome: your first or next high-paying data role. The course covers the complete data science stack: Python programming, statistics, data wrangling, exploratory data analysis, machine learning, deep learning fundamentals, NLP, model deployment and end-to-end project delivery.
Unlike generic Python courses that stop at pandas, Aapvex takes you through the full ML pipeline. You will import raw, messy data, clean and explore it, build and tune machine learning models, evaluate their performance and deploy them as working APIs. Every concept is taught with a live coding environment — no slides-only theory. By the end of the course you will have 8+ projects on GitHub that prove your skills to any recruiter or hiring manager.
What You Will Learn — Full Curriculum
The curriculum is divided into 6 phases — each building on the previous. You can join from Phase 1 (complete beginner) or from Phase 2 (if you already know Python basics). All phases are included in the standard enrolment.
Tools & Technologies Covered
Who Should Join This Course?
- Fresh graduates (B.Sc/BCA/B.Tech/MBA) wanting data careers
- Working IT professionals upskilling to data science
- Analysts wanting to add ML & predictive modelling
- HR professionals moving into People Analytics
- Business professionals transitioning to data roles
- Python beginners wanting structured data science path
Prerequisites:
- Basic computer proficiency — no coding experience required
- Familiarity with basic Excel or spreadsheets (helpful, not mandatory)
- Logical thinking and curiosity — the most important prerequisites
Career Path After This Course
Salary & Job Roles
| Job Role | Salary Range | Key Skills Used |
|---|---|---|
| Data Analyst | ₹4L–₹8L/yr | EDA, SQL, Python, dashboards |
| Junior Data Scientist | ₹7L–₹13L/yr | ML models, feature engineering |
| Data Scientist | ₹12L–₹22L/yr | End-to-end ML, NLP, deployment |
| Machine Learning Engineer | ₹14L–₹28L/yr | MLOps, model APIs, cloud ML |
| AI/ML Researcher | ₹18L–₹40L/yr | Deep learning, R&D, papers |
| Principal Data Scientist (6yr) | ₹35L–₹65L+/yr | Strategy, team lead, architecture |
Industries Hiring Data Science with Python Professionals
Frequently Asked Questions
No prior programming experience is required. Aapvex's programme starts with Python from absolute basics — variables, loops, functions — before moving into NumPy, Pandas and machine learning. Many of our most successful students joined with zero coding background and now work as data scientists at top companies.
Data Science is the field of extracting insights from data using statistics, programming and domain knowledge. Machine Learning is the subset of AI where models learn patterns from data without explicit programming. Artificial Intelligence is the broader concept of machines mimicking human intelligence. In practice, a data scientist uses ML techniques to build AI-powered products — and Aapvex's course covers all three dimensions.
You will build 8+ live projects including: a house price prediction model, customer churn classification, sentiment analysis on product reviews, a recommendation system, a time series sales forecast, a customer segmentation model, an NLP text classifier, and a full end-to-end capstone project with deployment. All projects use real-world datasets and are hosted on GitHub.
In 2026, entry-level data scientists in India (1–2 years) earn ₹7L–₹13L/yr. Mid-level professionals with 2–4 years experience and strong ML + deployment skills earn ₹14L–₹24L. Senior data scientists at FAANG, unicorn startups and MNCs earn ₹28L–₹60L+. Pune, Bangalore, Hyderabad, Mumbai and Delhi-NCR have the highest concentration of high-paying data science roles.
Yes. The course includes a dedicated deployment module where you learn to build Flask and Streamlit APIs for your ML models, containerise them with Docker basics and deploy to the cloud. MLOps fundamentals including model versioning, monitoring and CI/CD pipelines are introduced in the capstone phase.
The course comprehensively covers NumPy (arrays, linear algebra), Pandas (data wrangling, merge, groupby), Matplotlib and Seaborn (visualisation), Scikit-Learn (all major ML algorithms), TensorFlow/Keras (deep learning), NLTK and SpaCy (NLP), Plotly (interactive charts), Flask and Streamlit (deployment). Advanced students also get exposure to XGBoost, LightGBM and Hugging Face Transformers.
Yes. All graduates receive an Aapvex Technologies certificate in Data Science with Python — recognised by our hiring partner network. Additionally, our trainers guide you on preparation for globally recognised credentials including IBM Data Science Professional Certificate and Google Professional Data Engineer during the course.
Both options are available at Aapvex. Live online batches are fully interactive — not pre-recorded — with real-time coding sessions, Q&A and project reviews. Weekend classroom batches are available at our Pune centre. Both formats cover identical curriculum and receive the same placement support.
Placement support begins from week 2 — not after the course. You build your GitHub profile throughout the course, receive resume writing support specific to data science roles, participate in mock technical interviews (Python, SQL, ML concepts, case studies) and get LinkedIn profile optimisation. Aapvex also provides direct referrals to our hiring partner network across IT, BFSI, e-commerce and consulting companies.
The Data Science with Python programme starts from ₹29,999. No-cost EMI options are available making it accessible without upfront investment. Call 7796731656 or WhatsApp for the current batch schedule, fee structure and any running discounts.