ArtificialIntelligence

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A Deep Dive into Reinforcement Learning

by Adam Stelmaszczyk

Machine learning and artificial intelligence are popular topics, vast domains with multiple paradigms to solve any given challenge. In this article, Toptal Machine Learning Expert Adam Stelmaszczyk walks us through implementing deep Q-learning, a fundamental algorithm in the AI/ML world, with modern libraries such as TensorFlow, TensorBoard, Keras, and OpenAI Gym.

15 minute readContinue Reading
EngineeringIcon ChevronData Science and Databases

An Introduction to Machine Learning Theory and Its Applications: A Visual Tutorial with Examples

by Nick McCrea

This Machine Learning tutorial introduces the basics of ML theory, laying down the common themes and concepts, making it easy to follow the logic and get comfortable with the topic.

15 minute readContinue Reading

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