Data mining - intermediate (2/2)

Faculty of Sciences, 2500 Boulevard de l'Université, Sherbrooke, J1K 2R1

Discover : - Preprocessing data - Embedding - Classification - Clustering

Mar 9, 3:00 – 5:00 PM

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About this event

🌐 Event Description: Discover the Data Universe - From Preprocessing to Advanced Analytics 🚀📊

🗓 Date: Saturday, 9th March 2024

🕒 Time: 10:00am (1 hour class + 1 hour extra for networking)

📍 Venue: University of Sherbrooke

Embark on a data-driven adventure at our upcoming event, where we will delve into the intricacies of preprocessing data, the art of embedding, and the fascinating worlds of classification and clustering. Join us on this knowledge-packed journey that promises to empower you with the skills needed to navigate and make sense of complex datasets.

🔍 Event Highlights:

📑 Preprocessing Prowess:

Unlock the power of clean and refined data through effective preprocessing techniques. Learn how to handle missing values, deal with outliers, and normalize your data for optimal performance. Our experts will guide you through the essential steps to ensure your datasets are primed and ready for analysis.

🌐 Embedding Exploration:

Dive into the realm of embedding, where we will demystify techniques such as word embeddings, image embeddings, and more. Understand how to represent complex data in a lower-dimensional space, preserving meaningful relationships and enhancing the efficiency of subsequent analysis.

🎓 Classification Chronicles:

Master the art of classifying data with precision and accuracy. Explore various classification algorithms, from traditional methods to cutting-edge machine learning models. Understand how to train models to make informed decisions, whether it's predicting customer behavior, identifying patterns, or categorizing data into distinct classes.

🌐 Clustering Conundrums:

Unravel the mysteries of clustering as we explore techniques to group similar data points together. From K-means to hierarchical clustering, understand how to identify hidden patterns within your data and extract valuable insights. Witness firsthand how clustering can be a powerful tool in data exploration and analysis.

👥 Networking Opportunities:

Connect with fellow data enthusiasts, researchers, and industry professionals in a vibrant networking environment. Share your experiences, exchange ideas, and forge valuable connections with like-minded individuals passionate about the limitless possibilities of data science.

🔧 Hands-On Workshops:

Immerse yourself in hands-on workshops designed to reinforce your understanding of preprocessing, embedding, classification, and clustering. Gain practical experience as you work on real-world datasets, guided by experts who have navigated the complexities of data analysis.

🎟 Registration:

Secure your spot for this enlightening event by registering now! Limited seats are available, so don't miss the opportunity to explore the diverse facets of data analysis, from preprocessing to advanced analytics.

Whether you're a seasoned data scientist or just beginning your journey into the realm of data analytics, this event promises to equip you with the skills and knowledge needed to thrive in the dynamic world of data. Join us on Saurday, 9th March to unravel the secrets hidden within your datasets and discover the transformative potential of preprocessing, embedding, classification, and clustering.

When

When

Saturday, March 9, 2024
3:00 PM – 5:00 PM UTC

Partners

University of Sherbrooke logo

University of Sherbrooke

Google logo

Google

Organizer

  • Nadia Tahiri, PhD

    University of Sherbrooke

    Organizer

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