Reinforcement Learning

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Practical Reinforcement Learning (Coursera)

Welcome to the Reinforcement Learning course. Here you will find out about: foundations of RL methods: value/policy iteration, q-learning, policy gradient, etc.--- with math & batteries included; using deep neural networks for RL tasks --- also known as "the hype train"; state of the art RL algorithms--- and how [...]
3
Average: 3 ( 4 votes )

Introduction to Machine Learning and AI (FutureLearn)

Discover the fundamentals of machine learning, how it works, and learn to train your own AI using free online tools. Build your knowledge and skills in machine learning. From self-driving cars to determining someone’s age, artificial intelligence (AI) systems trained with machine learning (ML) are being used more and [...]
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Machine Learning with Python: from Linear Models to Deep Learning (edX)

Sep 6th 2021
Machine Learning with Python: from Linear Models to Deep Learning (edX)
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An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender systems (e.g., Netflix, Amazon), [...]
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Künstliche Intelligenz und maschinelles Lernen für Einsteiger (openHPI)

Hier lernen Jugendliche und andere Interessierte ohne Programmier-Erfahrung und technisches Hintergrund-Wissen, die Welt des maschinellen Lernens und der künstlichen Intelligenz zu verstehen. Wir führen Sie dazu in die grundlegenden Konzepte ein. Dabei erfahren Sie, wo die Unterschiede zwischen herkömmlicher Programmierung und der Entwicklung selbstlernender Software liegen. Anhand von Beispielen [...]
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AI in Practice: Applying AI (edX)

Learn about the practical aspects of Artificial Intelligence and how to write a plan for applying AI in your own organization in a step-by-step manner. This course is not about difficult algorithms and complex programming; it is a course for anyone interested in learning how to integrate AI into [...]
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Machine Learning for Healthcare (edX)

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Machine Learning for Healthcare (edX)
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An introduction to machine learning for healthcare, ranging from theoretical considerations to understanding human consequences of deploying technology in the clinic, through hands-on Python projects using real healthcare data. Machine learning methods have revolutionized many aspects of healthcare, from new models that help clinicians make more informed decisions to [...]
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Average: 2 ( 3 votes )

Machine Learning (Udacity)

Supervised, Unsupervised & Reinforcement. Machine Learning is a graduate-level course covering the area of Artificial Intelligence concerned with computer programs that modify and improve their performance through experiences. The first part of the course covers Supervised Learning, a machine learning task that makes it possible for your phone to [...]
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AWS DeepRacer (Udacity)

Self Paced
AWS DeepRacer (Udacity)
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Learn the fundamentals of machine learning and reinforcement learning in a fun and engaging way through autonomous driving with AWS DeepRacer. This course will prepare you to create, train, and fine-tune reinforcement learning models in the AWS DeepRacer 3D racing simulator. You will be able to utilize the car's [...]
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Reinforcement Learning Explained (edX)

Self Paced
Reinforcement Learning Explained (edX)
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Learn how to frame reinforcement learning problems, tackle classic examples, explore basic algorithms from dynamic programming, temporal difference learning, and progress towards larger state space using function approximation and DQN (Deep Q Network).
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Introduction to Machine Learning for Trading (quantra.quantinsti)

Self Paced
Introduction to Machine Learning for Trading (quantra.quantinsti)
Free Course
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A free course to get you started in using Machine Learning for trading. Understand how different machine learning algorithms are implemented on financial markets data. Go through and understand different research studies in this domain. Get a thorough overview of this niche field.
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