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Explore the fundamental types of machine learning algorithms (Regression, Classification, and Clustering) and learn about preparing your dataset, feature engineering, selection, and…
Explore the concepts of evolutionary computation and genetic algorithms. Learn how these techniques can help solve complex problems and contribute to the evolution of artificial intelligence.
Explore the rich history of neural computing, from its early beginnings with McCulloch and Pitts to the use of neural networks in control systems. Understand the pivotal role of key developments like the Perceptron Learning Rule, Hopfield networks, and backpropagation.
Dive into the world of expert systems, their history, and significance in the field of artificial intelligence. Learn about the evolution of these powerful tools and how they impact our daily lives.
Explore the fascinating journey of AI in gaming, from its early endeavors in checkers and chess to the rise of formidable AI players like Google's AlphaZero.
Unpack the importance of knowledge representation in AI, explore logic-based solutions and semantic networks, and delve into the intriguing examples that illustrate these concepts.
