Join us for a 3-day immersive conference exploring the cutting-edge applications of random forests in various industries.

What to Expect:

In-depth Technical Sessions: Delve into the core concepts of random forests, including ensemble learning, decision trees, and feature importance.
Real-World Case Studies: Learn from industry experts as they share practical examples of how random forests have been applied to solve real-world problems.
Hands-on Workshops: Gain practical experience by working on real-world datasets and building your own random forest models.
Networking Opportunities: Connect with like-minded professionals and build valuable relationships with industry leaders.

Key Topics:

Financial Industry:

Fraud Detection
Customer Churn Prediction
Risk Assessment

Healthcare:

Disease Diagnosis
Patient Risk Stratification
Drug Discovery

Marketing and Sales:

Customer Segmentation
Market Basket Analysis
Customer Lifetime Value Prediction

Environmental Science:

Species Distribution Modeling
Climate Change Impact Assessment
Forest Fire Prediction

Cybersecurity:

Network Intrusion Detection
Malware Detection
Phishing Email Detection

Recommender Systems:

Product Recommendations
Content Recommendations

Why Attend?

Gain Expertise: Learn from top experts in the field of machine learning and data science.
Stay Ahead of the Curve: Discover the latest trends and advancements in random forest applications.
Network with Industry Leaders: Connect with like-minded professionals and build valuable relationships.
Advance Your Career: Enhance your skills and knowledge to advance your career in data science.

Primary Audience for Conference Attendees

AI and Data Science Professionals:

Data Scientists
AI/Machine Learning Engineers
AI Researchers
Software Engineers
Product Managers
UX Designers

Business and Finance Professionals:

Financial Institutions: Banks, investment firms, and tech companies.
E-commerce Businesses: Online retailers and payment processors.
Telecommunications Companies: Providers of communication services.
Healthcare Providers: Hospitals, clinics, and health insurance companies.
Entrepreneurs and investors in the Tech space.
Academic and Research Community.

Technology Professionals:

IT Managers and CIOs: IT leaders responsible for securing organizational systems.
Network Engineers: Network administrators and security engineers.
Cybersecurity Experts: Security analysts, penetration testers, and security architects.
Cryptographers: Cryptography researchers and engineers.

Government Officials and Regulators:

Policymakers and regulators shaping the regulatory landscape.
Regulators: Policymakers responsible for overseeing AI/ML.

Main Conference Subject Areas

Day 1: Foundations and Financial Applications

7:00 PM - 8:00 PM: Welcome and Keynote

Keynote Speaker
The Power of Random Forests: A Comprehensive Overview

8:15 PM - 9:15 PM: Random Forest Fundamentals

Core Concepts: Decision Trees, Ensemble Learning, and Bagging
Hyperparameter Tuning: Optimizing Model Performance
Feature Importance and Interpretation

9:30 PM - 10:30 PM: Random Forests in Finance

Fraud Detection: Real-world Case Studies and Challenges
Customer Churn Prediction: Strategies for Improving Retention
Risk Assessment: Quantifying Uncertainty and Making Informed Decisions

Day 2: Healthcare and Marketing Applications

7:00 PM - 8:00 PM: Random Forests in Healthcare

Disease Diagnosis: Leveraging Random Forests for Accurate Predictions
Patient Risk Stratification: Identifying High-Risk Individuals
Drug Discovery: Accelerating the Development of New Treatments

8:15 PM - 9:15 PM: Random Forests in Marketing and Sales

Customer Segmentation: Creating Personalized Marketing Campaigns
Market Basket Analysis: Uncovering Hidden Patterns in Purchase Behavior
Customer Lifetime Value Prediction: Maximizing Customer Value

9:30 PM - 10:30 PM: Hands-on Workshop: Building a Random Forest Model

Data Preparation and Feature Engineering
Model Training and Evaluation
Model Deployment and Monitoring

Day 3: Environmental Science, Cybersecurity, and Recommender Systems

7:00 PM - 8:00 PM: Random Forests in Environmental Science

Species Distribution Modeling: Predicting Species Ranges and Habitat Suitability
Climate Change Impact Assessment: Quantifying the Effects of Climate Change
Forest Fire Prediction: Early Warning Systems and Risk Mitigation

8:15 PM - 9:15 PM: Random Forests in Cybersecurity

Network Intrusion Detection: Identifying Anomalies and Threats
Malware Detection: Classifying Malicious Software
Phishing Email Detection: Protecting Against Cyberattacks

9:30 PM - 10:45 PM: Random Forests in Recommender Systems

Product Recommendations: Personalizing the Shopping Experience
Content Recommendations: Tailoring Content to User Preferences
Collaborative Filtering and Content-Based Filtering Techniques

Experiencing the Heart of New York City

When staying in the heart of New York City, you'll be surrounded by countless entertainment, cultural, and culinary experiences. Here are some top adventures to add to your itinerary:

Broadway Magic: Immerse yourself in the world of theater by catching a Broadway show. From musical hits like "&Juliet" to the fantastic "Hadestown", there's something for everyone.

Iconic Landmarks: Explore the city's most famous landmarks, including the Statue of Liberty, Central Park, and the Empire State Building. Enjoy stunning views and learn about the city's history.

Museum Marvels: Discover the rich history and culture of New York City through its world-class museums. Visit the Metropolitan Museum of Art, the Museum of Modern Art (MoMA), or the American Museum of Natural History.

Culinary Delights: Indulge in New York City's diverse culinary scene. From street food to Michelin-starred restaurants, there's a taste for every palate. Don't miss trying iconic dishes like pizza, bagels, and hot dogs.

Nightlife Exploration: Experience the city's vibrant nightlife by visiting trendy bars, clubs, and live music venues.

Explore neighborhoods like Times Square, SoHo, or the West Village for a memorable night out.

Shopping: Explore world-class shopping destinations like Fifth Avenue and SoHo. Fifth Avenue is synonymous with luxury shopping. Home to flagship stores of renowned brands like Tiffany & Co., Saks Fifth Avenue, Bergdorf Goodman, and Gucci, this avenue offers a dazzling array of high-end fashion, jewelry, and accessories. SoHo is a trendy neighborhood known for its bohemian atmosphere and boutique shops. Discover unique fashion designers, vintage clothing stores, and eclectic home decor shops. SoHo is also a hub for art galleries, offering a glimpse into the city's vibrant art scene.

Parks and Gardens: Enjoy the outdoors in Central Park, Bryant Park, or the High Line.

By staying in the heart of New York City, you'll have easy access to these incredible experiences and more. Make the most of your visit by exploring the city's vibrant neighborhoods and immersing yourself in its rich culture.

Call for Presentations & Papers

We invite submissions for presentations, workshops, and papers on relevant topics. Selected submissions will be featured at the conference.