Build a Real-World Data Science Project With Me with GOURI SHANKAR

Want to build a Data Science project but don't know where to start?

In this hands-on mentoring session, we'll work through a real-world business problem instead of simply building another basic tutorial project.

We can work through:

Business Problem → Data → EDA → Feature Engineering → Model → Evaluation → Business Insights → Deployment

Depending on your project, we can explore use cases such as:

• Customer churn prediction
• Recommendation systems
• Customer segmentation
• Sales/revenue prediction
• Classification problems
• NLP and sentiment analysis
• Computer Vision
• Customer analytics
• Other practical ML use cases

You'll learn:

• How to convert a business problem into an ML problem
• How to select and prepare data
• How to engineer useful features
• How to select and evaluate models
• How to interpret model results
• How to communicate business impact
• How to structure an industry-style project

Ideal for students and professionals who want a portfolio project that demonstrates practical Data Science skills.