VIDEO:What are algorithms
Ch 1.1 - Defining Artificial Intelligence: Concepts and Evolution
Quiz 1.1
Ch 1.2 - Classifying Artificial Intelligence
Quiz 1.2
Ch 1.3 - Intelligent Agents and Automated Search Tools
Quiz 1.3
Ch 1.4 - Understanding Algorithms in Programming
Quiz 1.4
Ch 1.5 - Methods of Evaluating Logarithms
Quiz 1.5
Ch 1.6 - Principles of Probability Theory
Quiz 1.6
Ch 1.7 - Data Evaluation: Accuracy, Precision, and Error Types
Quiz 1.7
Ch 1.8 - Comparing Machine Learning with Artificial Intelligence
Quiz 1.8
Ch 1.9 - Exploring Perkins' Theory of Learnable Intelligence
Quiz 1.9
Ch 1.10 - Assessing Cognitive Functions
Quiz 1.10
Ch 1.11 - AI and Expert Systems for Complex Problem Solving
Quiz 1.11
Ch 2.1 - Fundamentals of Intelligent Agents
Quiz 2.1
Ch 2.2 - Simple Reflex Agents
Quiz 2.2
Ch 2.3 - Dynamics of Model-Based Agents
Quiz 2.3
Ch 2.4 - Goal-Oriented Agents Explained
Quiz 2.4
Ch 2.5 - Decision Making in Utility-Based Agents
Quiz 2.5
Ch 2.6 - Learning Agents and Their Components
Quiz 2.6
VIDEO:Machine Learning, Deep Learning, and Neural Networks-The Basics of Artificial Intelligence Explained
Ch 3.1 - Pseudocode and Algorithm Development
Quiz 3.1
Ch 3.2 - Programming Essentials: From Coding to Debugging
Quiz 3.2
Ch 3.3 - Understanding Computer Security Risks
Ch 3.4 - Applications of Machine Learning
Quiz 3.4
Ch 3.5 - Interpreters and Compilers in Programming
Quiz 3.5
Ch 3.6 - Measurements & Uncertainty in Science
Quiz 3.6
Ch 3.7 - Bayesian Theorem in AI Decision-Making
Quiz 3.7
Ch 3.8 - Heuristic Methods in AI
Quiz 3.8
Ch 3.9 - Strategies for Uninformed and Adversarial Search
Quiz 3.9
Ch 3.10 - The Role of Game Theory in AI
Quiz 3.10
Ch 3.11 – Hill Climbing and Local Search Techniques
Ch 3.12 – Alpha-Beta Pruning and Game Tree Optimization
Ch 3.13 - Practical Application for Artificial Intelligence: AI Searches (Lab 1)
VIDEO:Machine Learning, Deep Learning, and Neural Networks-The Basics of Artificial Intelligence Explained
VIDEO:Convolutional Neural Nets (CNN) & Backpropagation = How Machines Learned to See
VIDEO:What are Recurrent Neural Nets (RNN) How Siri, Alexa, and Google Understand You
Ch 4.1 - Solving Constraint
Quiz 4.1
Ch 4.2 - Bayesian Networks for Machine Learning
Quiz 4.2
Ch 4.3 - Utilizing Neural Networks in Machine Learning
Quiz 4.3
Ch 4.4 - Decision Trees for Data Analysis
Quiz 4.4
Ch 4.5 - Markov Decision Processes
Quiz 4.5
Ch 4.6 - Computational Logic in AI
Quiz 4.6
Ch 4.7 - The Importance of SLAM in Robotics
Quiz 4.7
Ch 4.8 - LISP Programming: AI's Historical Language
Quiz 4.8
Ch 4.9 – Feedforward Neural Networks
Ch 4.10 – Backpropagation and Gradient Descent
Ch 4.11 – Convolutional Neural Networks (CNNs)
Ch 4.12 – Recurrent Neural Networks (RNNs)
Ch 5.1 - Critical Thinking and Mathematical Logic
Quiz 5.1
Ch 5.2 - Propositional Logic and Truth Tables
Quiz 5.2
Ch 5.3 - First-Order Logic in AI
Quiz 5.3
Ch 5.4 - Propositional Logic Algorithms
Quiz 5.4
Ch 5.5 - The Process of Knowledge Engineering in AI
Quiz 5.5
Ch 5.6 - Forward Chaining: A Rule-Based AI Technique
Quiz 5.6
Ch 5.7 - Backward Chaining: Efficiency and Applications
Quiz 5.7
Ch 5.8 - Prolog: Programming for AI
Quiz 5.8
Ch 5.9 - Practical Application for Artificial Intelligence: Backward Chaining (Lab 2)
Ch 5.10 – Resolution in Logical Inference Systems
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