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Introduction to Machine Learning
Fundamentals and Key Concepts
Jan 20,2025
2:00 PM
This session provides a comprehensive introduction to the world of machine learning. We'll cover: - What machine learning is and how it differs from traditional programming - Types of machine …
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Python for Data Science
Essential Tools and Libraries
Feb 4,2025
3:30 PM
Python has become the language of choice for data science and machine learning. In this session, we explore: - Setting up your Python environment for data science work - Introduction …
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Data Preprocessing Techniques
Cleaning and Preparing Your Data
Feb 19,2025
4:00 PM
Before any machine learning can happen, your data needs to be properly prepared. This session covers: - The importance of data quality in machine learning - Techniques for handling missing …
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Supervised Learning Algorithms
Classification and Regression
Mar 6,2025
2:30 PM
Supervised learning is the most common type of machine learning. This comprehensive session covers: - The theory behind supervised learning - Classification vs. regression problems - Key algorithms: Linear Regression, …
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Introduction to Neural Networks
Fundamentals of Deep Learning
Mar 14,2025
3:00 PM
Neural networks are powering many of today's most exciting AI applications. This session provides: - A beginner-friendly introduction to neural network concepts - Understanding neurons, activation functions, and layers - …
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Machine Learning in Production
Deploying and Monitoring ML Models
Apr 4,2025
4:00 PM
Learn how to take your machine learning models from experimentation to production. This upcoming workshop will cover: - The ML lifecycle and MLOps principles - Containerization with Docker - Model …
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