Artificial Intelligence / Machine Learning Projects - Java
Budget: $30 – $250 CAD
Looking for someone familiar with the below topics:
1. Artificial Intelligence and Agents
- Artificial Intelligence
- Agents and Environments
- The structure of agents
2. Problem Solving by Search
- Problem Definition and Formulation
- Searching for Solutions
- Uninformed Search Strategies
- Informed (Heuristic) Search Strategies
3. Beyond Classical Search
- Hill-Climbing Search
- Simulated Annealing
- Local Beam Search
- Genetic Algorithms
- AND-OR Search Trees
- Adversarial Search - MiniMax Algorithm
4. Probabilistic Reasoning and Knowledge Representation
- Probability Theory
- Bayesian Networks
- The Variable Elimination Algorithm
- Rule-Based Methods for Uncertain Reasoning
- Fuzzy Sets and Fuzzy Logic
5. Machine Learning
- Forms of Learning
- Supervised vs Unsupervised Learning
- Decision Trees
- Neural Networks
- Support Vector Machines
1. Artificial Intelligence and Agents
- Artificial Intelligence
- Agents and Environments
- The structure of agents
2. Problem Solving by Search
- Problem Definition and Formulation
- Searching for Solutions
- Uninformed Search Strategies
- Informed (Heuristic) Search Strategies
3. Beyond Classical Search
- Hill-Climbing Search
- Simulated Annealing
- Local Beam Search
- Genetic Algorithms
- AND-OR Search Trees
- Adversarial Search - MiniMax Algorithm
4. Probabilistic Reasoning and Knowledge Representation
- Probability Theory
- Bayesian Networks
- The Variable Elimination Algorithm
- Rule-Based Methods for Uncertain Reasoning
- Fuzzy Sets and Fuzzy Logic
5. Machine Learning
- Forms of Learning
- Supervised vs Unsupervised Learning
- Decision Trees
- Neural Networks
- Support Vector Machines