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Reinforcement Learning in Finance
by Igor Halperin- 3.6
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Approx. 17 hours to complete
This course aims at introducing the fundamental concepts of Reinforcement Learning (RL), and develop use cases for applications of RL for option valuation, trading, and asset management. - Use reinforcement learning to solve classical problems of Finance such as portfolio optimization, optimal trading, and option pricing and risk management. Introduction to Markov Decision Processes and Reinforcement Learning in Finance...
Reinforcement Learning for Trading Strategies
by Jack Farmer , Ram Seshadri- 3.7
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Approx. 12 hours to complete
In the final course from the Machine Learning for Trading specialization, you will be introduced to reinforcement learning (RL) and the benefits of using reinforcement learning in trading strategies. TD Learning Q Learning Benefits of Reinforcement Learning in Your Trading Strategy Idiosyncrasies and challenges of data driven learning in electronic trading...
Introduction to Machine Learning
by Lawrence Carin , David Carlson , Timothy Dunn , Kevin Liang- 4.7
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Approx. 26 hours to complete
This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc. Q Learning Extensions of Q Learning Limitations of Q Learning, and Introduction to Deep Q Learning Deep Q Learning Based on Images Connecting Deep Q Learning with Conventional Q Learning...
Artificial Intelligence for Simple Games
by Jan Warchocki- 4.5
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12.5 hours on-demand video
Learn how to use powerful Deep Reinforcement Learning and Artificial Intelligence tools on examples of AI simple games! Ever wish you could harness the power of Deep Learning and Machine Learning to craft intelligent bots built for gaming? Section #2 — Learn the foundations of the model-free reinforcement learning algorithm, Q-Learning....
$11.99
Sample-based Learning Methods
by Martha White , Adam White- 4.7
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Approx. 22 hours to complete
Learning from actual experience is striking because it requires no prior knowledge of the environment’s dynamics, yet can still attain optimal behavior. We will cover intuitively simple but powerful Monte Carlo methods, and temporal difference learning methods including Q-learning. Reinforcement Learning Textbook Read Me: Pre-requisites and Learning Objectives Why does off-policy learning matter?...
Artificial Intelligence for Business
by Hadelin de Ponteves- 4.4
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15 hours on-demand video
Implement Online Learning...
$19.99
Deep Reinforcement Learning
by Alexis Cook , Arpan Chakraborty , Mat Leonard , Luis Serrano , Cezanne Camacho , Dana Sheahan , Chhavi Yadav , Juan Delgado , Miguel Morales- 0.0
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4 Months
The demand for engineers with reinforcement learning and deep learning skills far exceeds the number of engineers with these skills. Master the deep reinforcement learning skills that are powering amazing advances in AI. As such, it doesn't prepare you for a specific job, but instead expands your skills in the deep reinforcement learning domain....
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Modern Reinforcement Learning: Deep Q Learning in PyTorch
by Phil Tabor- 4.6
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5.5 hours on-demand video
How to Turn Deep Reinforcement Learning Research Papers Into Agents That Beat Classic Atari Games You will read the original papers that introduced the Deep Q learning, Double Deep Q learning, and Dueling Deep Q learning algorithms. Clip rewards to enable the Deep Q learning agent to generalize across Atari games with different score scales The original Q learning algorithm...
$15.99
Deep Reinforcement Learning 2.0
by Hadelin de Ponteves- 4.4
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9.5 hours on-demand video
Welcome to Deep Reinforcement Learning 2....
$16.99
Financial Engineering and Artificial Intelligence in Python
by Lazy Programmer Team- 4.7
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20 hours on-demand video
Have you ever thought about what would happen if you combined the power of machine learning and artificial intelligence with financial engineering? In addition, we will look at various non-traditional techniques which stem purely from the field of machine learning and artificial intelligence, such as: Unsupervised learning Reinforcement learning and Q-learning...
$199.99
