INTRODUCTION TO MACHINE LEARNING/AI

Methodist University Ghana, Dansoman Close, Accra, GA2205

Get ready for an exhilarating journey into the fascinating world of Machine Learning with MUG GDSC Club! πŸš€ Are you prepared to unleash the power of algorithms and pave the way for intelligent solutions? Let the coding adventure begin! πŸ’»βœ¨ #MachineLearning #GDSCClub #PythonProgramming #DataScience #LearningJourney

Feb 12, 3:00 – 5:00 PM

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Key Themes

ML Study JamMachine Learning

About this event

πŸš€ Exciting Journey into Machine Learning with GDSC Club! 🌟

Welcome to the thrilling world of Machine Learning, where we embark on a transformative learning adventure at GDSC Club! πŸ€–πŸ’‘

**Overview:**

Machine Learning (ML) is a cutting-edge field of artificial intelligence that empowers computers to learn patterns and make decisions without explicit programming. In this immersive journey, we'll delve into the realm of ML, starting from the fundamentals of Python syntax and gradually advancing to building powerful machine learning models.

**Phase 1: Python Fundamentals**

Our expedition kicks off with mastering the syntax of Python, a versatile and user-friendly programming language. Python serves as the backbone for ML, and understanding its fundamentals is essential for manipulating data, implementing algorithms, and crafting sophisticated models.

**Phase 2: Introduction to Machine Learning**

As we lay the groundwork, we'll demystify the core concepts of Machine Learning. From supervised and unsupervised learning to regression and classification, you'll gain a solid understanding of ML paradigms, terminology, and workflow.

**Phase 3: Hands-On with Data**

The heart of ML lies in data. We'll explore data preprocessing, cleaning, and transformation techniques to ensure our datasets are primed for model training. Visualization tools will empower you to extract meaningful insights from your data.

**Phase 4: Building and Training Models**

Get ready to roll up your sleeves! We'll dive into the construction of ML models using popular libraries like scikit-learn. From linear regression and decision trees to support vector machines, you'll build and train models on real-world datasets.

**Phase 5: Evaluation and Fine-Tuning**

No journey is complete without reflection. Learn how to evaluate model performance, diagnose issues, and fine-tune hyperparameters for optimal results. We'll explore techniques to prevent overfitting and enhance model generalization.

**Phase 6: Advanced Topics**

As we ascend to greater heights, advanced ML topics await. Dive into neural networks, deep learning, and explore the possibilities of natural language processing and computer vision.

**Grand Finale: Project Showcase**

Cap off your journey with a hands-on project, applying your newfound knowledge to solve a real-world problem. Showcase your skills, collaborate with peers, and leave your mark on the ML landscape.

Get ready for an exhilarating journey into the fascinating world of Machine Learning with GDSC Club! πŸš€ Are you prepared to unleash the power of algorithms and pave the way for intelligent solutions? Let the coding adventure begin! πŸ’»βœ¨ #MachineLearning #GDSCClub #PythonProgramming #DataScience #LearningJourney

When

When

Monday, February 12, 2024
3:00 PM – 5:00 PM UTC

Speaker

  • Emmanuel Onedibe

    GDSC Lead

Organizers

  • Alexander Emmanuel

    GDSC Lead

  • Maxy Antwi

    Graphics designer

  • Honourable Gideon Lutterodt

    Media Director

  • GRACE ABUNOW

    ORGANIZER

  • Emmanuel Ameho

    CORE TEAM

  • Joseph Godwin

    MERN Stack/ Blockchain Dev

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