All 205 tasks, level by level

The portal assigns these Data Science tasks. Finish Level 1 before Level 2 and Level 2 before Level 3. Your mentor may mark some tasks as required for the certificate.

Level 1: Foundations (69 tasks)

• Install Python and configure environment
• Install Power BI Desktop
• Set up VS Code or PyCharm
• Import Excel datasets
• Write first Python program
• Import CSV files
• Understand Python syntax
• Connect MySQL database
• Use variables and data types
• Connect SQL Server database
• Implement conditional statements
• Connect PostgreSQL database
• Use loops in Python
• Connect MongoDB data
• Create Python functions

…and 54 more Level 1 tasks in your dashboard.

Level 2: Building real features (69 tasks)

• Implement signup functionality
• Build OTP verification system
• Build bar charts
• Develop REST API using Flask
• Create line charts
• Create Django web application
• Build pie charts
• Build FastAPI backend
• Create donut charts
• Implement JWT authentication
• Create area charts
• Create role-based access control
• Build scatter plots
• Develop chatbot using Python
• Create waterfall charts

…and 54 more Level 2 tasks in your dashboard.

Level 3: Professional work and capstone (67 tasks)

• Implement API integrations
• Use JSON data handling
• Build real-time notification system
• Build sales forecasting dashboard
• Create chat application basics
• Create profit and loss dashboard
• Implement multithreading
• Develop employee performance analytics
• Use multiprocessing
• Create website traffic dashboard
• Build scheduling system
• Build social media analytics
• Create backup automation
• Create SEO performance dashboard
• Use Git for version control

…and 52 more Level 3 tasks in your dashboard.