Data Analytics
Turn raw data into clear insights with Python, SQL, algorithms and dashboards.
- 4 Months
- 10 units
- 5 projects
- Certificate
Alfrah CognixDataAnalytics
Turn data into decisions
About the program
Learn Python for data analytics, along with the algorithms and SQL skills that analysts and developers use every day. You will clean, analyse and visualise real datasets, connect databases to Python, build dashboards in Tableau and finish with an end-to-end analytics capstone.
What you will learn
- Write efficient Python programs for data analysis
- Clean, manipulate and explore data
- Write SQL queries and integrate databases with Python
- Implement basic algorithms and analyse their performance
- Create visualisations and dashboards
- Deliver end-to-end analytics projects on real datasets
Who it is for
- Students who enjoy working with numbers and data
- Graduates from any stream moving into analytics
- Professionals who want data-driven decision skills
Prerequisites
- Basic computer skills
- No prior coding experience needed
Curriculum
10 units · 51 topics · built around hands-on practice
- Python history, features and applications
- Python 2 vs Python 3
- IDEs: IDLE, PyCharm, VS Code and Jupyter
- Python use cases in data analytics
Tools and technologies
Projects you will build
Sales data analysis
Explore sales data to find trends, top products and seasonal patterns.
E-commerce data insights
Analyse orders and customers to uncover buying behaviour.
End-to-end analytics capstone
Collect, clean, query and visualise a real dataset, documented on GitHub.
Employee salary analysis
Compare salaries across roles and departments with clear visuals.
Financial credit score analysis
Study the factors that drive credit scores and present the findings.
Where this program can take you
Data Analyst
Studies numbers and charts to help a company make better decisions. See the roadmap.
Data Scientist
Uses data and maths to predict things, like which customers will buy next. See the roadmap.
ML Engineer
Builds AI features, like chatbots and smart recommendations, into real apps. See the roadmap.
Frequently asked questions
Students who enjoy working with numbers and data. Graduates from any stream moving into analytics. Professionals who want data-driven decision skills. A counsellor can help you check if it is the right fit.
Basic computer skills. No prior coding experience needed. The program starts from the fundamentals and builds up step by step.
The program runs for 4 months and covers 10 units with 51 topics and 5 hands-on projects.
Yes. You receive a course completion certificate after finishing the program requirements and projects.
Fees depend on the batch and mode you choose. Send an enquiry and a counsellor will share current fees, EMI options and any scholarships.
A counsellor usually calls you within 24 hours on working days to understand your goals, answer questions and share upcoming batch dates.
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