9th November , 2024
Strong Artificial Intelligence Workshop Overview (8 Hours)
In this comprehensive 8-hour workshop, participants will gain a solid understanding of Artificial Intelligence (AI) concepts and their practical applications. The session is designed to provide hands-on experience with modern AI tools and frameworks, focusing on the following key areas:
Introduction to AI & Machine Learning (ML)
- Overview of AI and its real-world applications
- Key concepts of supervised, unsupervised, and reinforcement learning
- Understanding data collection and preprocessing techniques
Building AI Models
- Introduction to popular AI libraries and frameworks like TensorFlow and scikit-learn
- Building simple machine learning models (e.g., linear regression, decision trees)
- Hands-on practice with AI model training, evaluation, and optimization
Deep Learning Fundamentals
- Basics of neural networks and deep learning
- Introduction to convolutional neural networks (CNNs) for image processing
- Building and training deep learning models using TensorFlow
AI in Action: Real-World Projects
- Applying AI techniques to solve real-world problems
- Hands-on project where participants build a small AI model (e.g., image classifier, recommendation system)
Introduction to Natural Language Processing (NLP)
- Overview of NLP and its applications (e.g., chatbots, sentiment analysis)
- Implementing basic NLP tasks using Python libraries like NLTK and spaCy
By the end of the workshop, participants will have a clear understanding of AI fundamentals, tools, and practical implementations, preparing them for more advanced AI/ML projects.
