Predictive Analytics Masterclass
$449
Dive deep into the world of predictive analytics and learn to build sophisticated forecasting models that predict future trends and behaviors. This masterclass combines statistical theory with practical application, enabling you to create predictive solutions for real-world business challenges.
What You'll Learn:
- Time series analysis and forecasting methods
- Regression analysis: linear, logistic, and polynomial
- Classification algorithms and decision trees
- Ensemble methods: Random Forest, Gradient Boosting
- Model validation and performance metrics
- Feature engineering and selection techniques
- Handling imbalanced datasets and missing data
- Deploying predictive models in production environments
- Business applications: churn prediction, demand forecasting, risk assessment
Course Details:
- Duration: 12 weeks (8-10 hours per week)
- Level: Intermediate to Advanced
- Format: Video lectures, coding labs, business case studies
- Certificate: Advanced Predictive Analytics Certification
- Tools: Python, R, scikit-learn, statsmodels, XGBoost
Key Features:
- Work on 5+ real-world predictive modeling projects
- Access to industry datasets from various sectors
- Code repositories with reusable templates
- One-on-one mentorship sessions with data scientists
- Career guidance for predictive analytics roles
- Continuous updates with latest algorithms and techniques