📈 Machine Learning Training Videos for the Hotel Industry

Boost Revenue • Predict Guest Behavior • Automate Decisions

(Premium ML Training Videos • Real Hotel Scenarios • Instant Download)

Are you looking to master Machine Learning using practical, real-world hotel industry examples?

This exclusive video bundle gives you clear, scenario-based training so you can apply ML models directly to hotel operations, marketing, forecasting, and revenue management.

Perfect for:

✔ Hotel Managers & Analysts

✔ Data Science Students

✔ Hospitality Industry Professionals

✔ Revenue Managers

✔ Anyone who wants hands-on ML practice with real scenarios

💼 What You’ll Learn (Video List Included)

Each video teaches a different Machine Learning technique through hotel-specific real scenarios, making concepts intuitive, practical, and job-ready.

⭐ 1. Anomaly Detection

Identify unusual booking patterns, fraud, rate code errors, and irregular guest behavior.

⭐ 2. Association Rules

Discover relationships between guest purchases (spa + premium room, late checkout + F&B, etc.).

⭐ 3. Collaborative Filtering

Build a recommendation engine for personalized guest experiences (activities, rooms, upgrades).

⭐ 4. Customer Segmentation

Segment guests by demographics, behavior, and spending to tailor marketing campaigns.

⭐ 5. Decision Trees

Predict guest decisions such as upgrade likelihood or booking conversion.

⭐ 6 & 7. K-Means Clustering (Two Scenarios)

Cluster guests, stays, or booking patterns with real hospitality datasets.

⭐ 8 & 9. K-Nearest Neighbour (Two Scenarios)

Predict guest preferences, classify behaviors, and personalize offers.

⭐ 10. Logistic Regression

Forecast booking probability and predict guest response to promotions.

⭐ 11. Loyalty Member Churn Prediction

Identify which loyalty program members are at risk of leaving.

⭐ 12. Random Forest

Build stronger predictive models for cancellations, upsells, and no-show risks.

⭐ 13. Reinforcement Learning

Optimize pricing decisions, room allocation, and service recommendations.

⭐ 14. Time Series Forecasting

Create accurate room demand and revenue forecasts based on historical data.

🎥 What’s Included in the Download

✔ Training Videos

✔ Easy-to-follow explanations

✔ Real hotel business case studies

✔ Beginner-friendly + industry relevant

✔ High-quality step-by-step walkthroughs

✔ Quick practical applications for analysts & managers

File list:

• ANOMALY DETECTION (6 MB)
• ASSOCIATION RULES (8.3 MB)
• COLLABORATIVE FILTERING (10.7 MB)
• CUSTOMER SEGMENTATION (8.6 MB)
• DECISION TREES (8.5 MB)
• K-MEANS CLUSTERING (7.1 MB + 9.2 MB)
• K NEAREST NEIGHBOUR (6.5 MB & 9.2 MB)
• LOGISTIC REGRESSION (5.2 MB)
• LOYALTY MEMBER CHURN PREDICTION (7.3 MB)
• RANDOM FOREST (9.3 MB)
• REINFORCEMENT LEARNING (7.8 MB)
• TIME SERIES FORECASTING (8 MB)

🚀 Why This Bundle Is Different

Most ML courses teach theory.

This one teaches actual business impact in hotels, such as:

✔ Increasing direct bookings

✔ Personalizing guest experiences

✔ Reducing churn

✔ Improving occupancy accuracy

✔ Enhancing revenue management

✔ Predicting peak demand

✔ Automating guest insights

You’ll walk away with ML skills that directly apply to hotel operations, strategy, and analytics.

📚 Ideal For

• Hotel & resort professionals
• Hospitality students
• Data science newcomers
• Revenue & marketing analysts
• Anyone transitioning into hotel analytics
• People preparing for hospitality tech roles

💳 Instant Access – Download Immediately After Purchase

Start learning real-world hotel ML skills today.

👉 Click “Buy Now” to download all training videos instantly.

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