Join us for an immersive conference exploring the processes, techniques and technologies to efficiently extract valuable insights from massive datasets. This conference will delve into the fundamental concepts and techniques of Mining Massive Datasets (MMD), exploring how to effectively harness the power of big data.

What to Expect:

Fundamental concepts and techniques of data mining and machine learning for massive datasets.

Explore the underlying technologies, algorithms, and tools to extract valuable insights from large-scale data.

Gain hands-on experience in processing, analyzing, and modeling massive datasets.

Networking Opportunities: Connect with like-minded professionals and build valuable relationships with industry leaders.

Key Topics:

Distributed Systems and Frameworks:

Deep dive into HDFS and Cloud Storage for efficient data storage.
Comparative analysis of Apache Spark and Apache Flink for parallel data processing.
Understanding batch and stream processing paradigms.

Data Mining Techniques:

Similarity Search: Mastering minhashing and locality-sensitive hashing for recommendation systems and anomaly detection.
Frequent Itemset Mining: Discovering association rules and market-basket analysis for retail and healthcare.
Clustering: Grouping data points with k-means, hierarchical clustering, and DBSCAN for customer segmentation and image clustering.

Advanced Topics:

Graph Analytics: Unraveling complex relationships with social network analysis and graph mining for fraud detection and knowledge graph construction.
Dimensionality Reduction: Simplifying data with SVD and LSI for text mining and feature engineering.
Machine Learning for Massive Datasets: Scaling machine learning algorithms and leveraging cloud-based platforms.

Why Attend?

Master the Fundamentals: Gain a solid understanding of the core concepts and techniques of data mining and machine learning.
Learn from Experts: Hear from practicing data scientists who are shaping the future of data science.
Gain Expertise: Learn from top experts in the field of machine learning and data engineering.
Stay Ahead of the Curve: Discover the latest trends and advancements.
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
Data Engineers
AI Researchers
Software Engineers
Product Managers
UX Designers

Business and Leadership Audience:

C-Suite Executives (CEOs, CTOs, CIOs): Leaders who need to understand the strategic implications of big data and data-driven decision-making.
Business Analysts: Professionals who use data to analyze business performance and identify opportunities.
Product Managers: Individuals responsible for developing data-driven products and services.

Investors, Traders and Venture Capitalists:

Investors: Benefit from optimizing investment decision-making processes.
Traders: Benefit from processing, analyzing, and modeling massive datasets.
Venture Capitalists: Professionals who fund early-stage technology companies.

Government and Policymakers:

Government Officials: Policymakers who need to understand the impact of big data on society and regulations.
Data Privacy Officers: Professionals responsible for ensuring data privacy and security.
Regulatory Agencies: Organizations that oversee data usage and compliance.

Other Potential Attendees:

Academics and Researchers: Individuals from universities and research institutions.
Students and Aspiring Data Professionals: Students and early-career professionals interested in learning about big data.
Consultants: Professionals who advise organizations on data strategy and implementation.
Data Journalists: Individuals who use data to tell stories and inform the public.

Main Conference Subject Areas

Scaling Data Processing: Distributed Systems and Frameworks

Distributed File Systems: The Foundation of Big Data

Deep dive into HDFS, Cloud Storage, and their role in storing massive datasets.
Explore the advantages and trade-offs of different storage solutions.

Distributed Processing Frameworks: Unleashing the Power of Parallelism

Comparative analysis of Apache Spark and Apache Flink.
Hands-on demonstrations of real-world data processing pipelines.

Data Processing Paradigms: Batch vs. Stream

Discuss the strengths and weaknesses of batch and stream processing.
Explore hybrid approaches and real-time analytics use cases.

Uncovering Hidden Patterns: Data Mining Techniques

Similarity Search: Finding Your Matches in the Haystack

In-depth exploration of minhashing and locality-sensitive hashing.
Practical applications in recommendation systems and anomaly detection.

Frequent Itemset Mining: Discovering the Rules of the Game

Dive into association rule mining and market-basket analysis.
Learn how to apply these techniques to retail, healthcare, and other domains.

Clustering: Grouping Together What Belongs Together

Explore various clustering algorithms, including k-means, hierarchical clustering, and DBSCAN.
Hands-on exercises in customer segmentation and image clustering.

Advanced Topics in Data Mining and Machine Learning

Graph Analytics: Unraveling Complex Relationships

Social network analysis and graph mining techniques.
Real-world applications in fraud detection and knowledge graph construction.

Dimensionality Reduction: Simplifying the Complex

In-depth discussion of SVD and LSI.
Practical applications in text mining and feature engineering.

Machine Learning for Massive Datasets: Scalable Algorithms and Techniques

Explore scalable machine learning algorithms, including gradient descent and distributed deep learning.
Hands-on experience with cloud-based machine learning platforms.

Experiencing Nairobi, Kenya

Nairobi, Kenya's vibrant capital, offers a unique blend of modernity and tradition. Known as the "Green City in the Sun," it boasts lush parks and gardens amidst its bustling urban landscape. As the "Safari Capital of the World," Nairobi is a gateway to stunning wildlife safaris, with Nairobi National Park located just on its edge. The city is a melting pot of cultures, with diverse neighborhoods, bustling markets, and a thriving arts scene.

It's a hub for business and commerce, housing numerous international organizations and companies. While modern skyscrapers and shopping malls dot the skyline, traditional markets and cultural landmarks offer glimpses into Kenya's rich heritage.

Experience these super cool adventures:

Nairobi National Park: Embark on a thrilling safari adventure just minutes from the city center. Encounter lions, elephants, rhinos, and a variety of other wildlife in their natural habitat.

Giraffe Centre: Get up close and personal with gentle giants at the Giraffe Centre. Hand-feed giraffes and learn about conservation efforts.

Sheldrick Wildlife Trust: Witness the heartwarming sight of orphaned baby elephants being bottle-fed and cared for by dedicated staff.

Bomas of Kenya: Immerse yourself in Kenyan culture at the Bomas of Kenya. Explore traditional villages, watch cultural performances, and learn about different tribes and their customs.

Karura Forest: Escape the hustle and bustle of the city and explore the serene beauty of Karura Forest. Hike through lush green trails, spot diverse birdlife, and enjoy a picnic by the river.

Safari Day Trip to Nairobi National Park (Optional)

Enjoy a thrilling day of safari adventure in the heart of the "Safari Capital of the World" and encounter lions, elephants, rhinos, and a variety of other wildlife in their natural habitat.

Itinerary:

Early Morning

7:00 AM: Depart from the hotel.
7:30 AM: Arrive at the Nairobi National Park entrance.

Morning Game Drive

8:00 AM: Embark on a thrilling guided game drive. Your experienced guide will navigate the park's diverse ecosystems, pointing out a variety of wildlife, including lions, elephants, rhinos, giraffes, zebras, and various bird species.
9:30 AM: Stop for a short game viewing break and enjoy a packed breakfast (bring your own or purchase at the park entrance).

Afternoon Game Drive

10:00 AM: Continue game drive, exploring different sections of the park and searching for more wildlife encounters.
1:00 PM: Pause for a longer lunch break at a designated picnic site. Enjoy a leisurely lunch, relax, and soak in the park's serene atmosphere (bring your own or purchase at the park entrance).
2:00 PM: Resume the game drive, venturing deeper into the park to spot more animals.
4:00 PM: Depart from the park and head back to the hotel.

What's included:

Round-trip transportation from the hotel.
Park pass.
Professional safari guide and vehicle.
Price: To be determined.

Tips for a Memorable Safari:

Dress appropriately: Wear comfortable, lightweight clothing in neutral colors.
Stay hydrated: Bring plenty of water to stay hydrated, especially during the hot afternoon.
Protect yourself from the sun: Wear sunscreen, a hat, and sunglasses.
Bring binoculars: These will enhance your wildlife viewing experience.
Respect wildlife: Maintain a safe distance from animals and avoid making loud noises.
Capture the moment: Bring a camera or smartphone to capture stunning wildlife photos.

You'll experience the wonders of Nairobi National Park and create lasting memories of your African safari.

7-Day Kilimanjaro Climb: Rongai Route with Guide (Optional)

Join us on a thrilling 7-day trek up Mount Kilimanjaro, Africa's highest peak. Our guided expedition on the Rongai Route offers a challenging yet rewarding journey through diverse landscapes, from lush rainforests to alpine deserts.

This exclusive group tour includes round-trip transportation from Nairobi, experienced guides, porters, camping gear (tent and sleeping bag), permits and fees and delicious meals. Immerse yourself in the beauty of nature, challenge your limits, and create lifelong memories.

7-Day Kilimanjaro Climb: Rongai Route Itinerary

Day 1: Nairobi to Rongai Gate

Morning: Depart from Nairobi and drive to the Rongai Gate.
Afternoon: Arrive at the gate, register, and meet your porters and guide. Begin the trek to First Cave Camp.

Day 2: First Cave Camp to Second Cave Camp

Morning: Start the day with a moderate climb to Second Cave Camp.
Afternoon: Enjoy lunch and rest at the campsite.

Day 3: Second Cave Camp to Kikelewa Camp

Morning: Continue the ascent, passing through beautiful moorland and alpine desert.
Afternoon: Arrive at Kikelewa Camp and acclimatize.

Day 4: Kikelewa Camp to Kibo Hut

Morning: Begin the steep ascent to Kibo Hut, the final camp before the summit.
Afternoon: Arrive at Kibo Hut and rest.

Day 5: Summit Day

Midnight: Begin the final push to the summit, Uhuru Peak.
Morning: Reach the summit and enjoy breathtaking views of the surrounding landscape.
Afternoon: Descend to Kibo Hut.

Day 6: Kibo Hut to Horombo Hut

Morning: Descend to Horombo Hut, a more comfortable camp.
Afternoon: Rest and relax.

Day 7: Horombo Hut to Nale Moru Gate and Nairobi

Morning: Descend to Nale Moru Gate.
Afternoon: Drive back to Nairobi.

Important Considerations:

Acclimatization: The Rongai Route is known for its gradual ascent, which helps with acclimatization.
Packing: Pack lightly and bring warm clothing for the summit night.
Physical Fitness: While the Rongai Route is considered one of the easier routes, it still requires a good level of physical fitness.
Altitude Sickness: Be aware of the symptoms of altitude sickness and consult with your guide if you experience any discomfort.
Guide and Porter Services: KPI provides experienced guides and porters who will assist you throughout the trek.

7-Day Safari Adventure: Serengeti and Ngorongoro (Optional)

Join us on a thrilling 7-day safari through the iconic Serengeti National Park and Ngorongoro Crater. This immersive experience offers a unique opportunity to witness the Great Migration, encounter diverse wildlife, and explore breathtaking landscapes.

This all-inclusive package includes:

Round-trip flights from Nairobi to Arusha
Experienced guides to share insights and ensure a safe and enjoyable journey
Comfortable accommodations in lodges or tented camps
Delicious meals prepared by skilled chefs
All necessary permits and park fees
Camping gear including tents and sleeping bags

Whether you're a seasoned traveler or a first-time safari-goer, this adventure is tailored to provide an unforgettable experience.

Itinerary:

Day 1: Nairobi to Arusha

Morning: Depart from Nairobi International Airport on a morning flight to Arusha Airport, Tanzania.
Afternoon: Upon arrival, transfer to Serengeti National Park. Check in (lodge or tented camp).
Evening: Enjoy a welcome dinner and a game drive to spot wildlife.

Day 2 & 3: Serengeti National Park

Full-Day Game Drives: Embark on thrilling game drives to explore the vast Serengeti plains. Witness the Great Migration, where millions of wildebeest, zebras, and gazelles migrate across the landscape. Spot lions, leopards, cheetahs, elephants, giraffes, and a variety of other wildlife.

Day 4: Serengeti National Park to Ngorongoro Crater

Morning: After breakfast, depart for Ngorongoro Crater.
Afternoon: Descend into the crater floor for a game drive. Spot lions, elephants, rhinos, and a variety of other wildlife.
Evening: Return to your accommodation for dinner and overnight stay.

Day 5: Ngorongoro Crater to Lake Manyara National Park

Morning: After breakfast, depart for Lake Manyara National Park.
Afternoon: Enjoy a game drive in the park, known for its tree-climbing lions, elephants, and diverse birdlife.
Evening: Return to your accommodation for dinner and overnight stay.

Day 6: Lake Manyara National Park to Arusha

Morning: Enjoy a morning game drive in Lake Manyara National Park.
Afternoon: Depart for Arusha.
Evening: Check into a hotel in Arusha.

Day 7: Arusha to Nairobi

Morning: Transfer to Arusha Airport and board a flight back to Nairobi International Airport.
 

Call for Presentations & Papers

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