udsm ai

Welcome to UDSM Ai
About the club
Events
📚Resources
- Intro to Ai
  🖊️Introduction to AI (General summary)
  🖊️Views of AI
  AI agents
  Agents in different types of applications
  🖊️Knowledge representation in AI
  Knowledge Representation
  Formal Systems
  Propositional Logic
  Predicate Logic
  Syntax
  Semantics
  🖊️Approaches to Handle Uncertainty
- Machine Learning
  Introduction to Machine Learning
  Fundamentals of Python Programming
  Exploratory Data Analysis (EDA)
  Supervised Learning Algorithms
  Linear Regression
  Logistic regression
👷Hands On
- Natural Language Processing
  📢Voice
  📒Text
  Text classification from scratch
  Dataset Preparation
  Text Representation
  Tokenization
  Model Definition
  Training
  Evaluation
  Inference
  Fine-tuning and Optimization

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Introduction to machine learning

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