Search result for Reinforcement Learning Online Courses & Certifications
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Prediction and Control with Function Approximation
by Martha White , Adam White- 4.8
Approx. 22 hours to complete
You will see that estimating value functions can be cast as a supervised learning problem---function approximation---allowing you to build agents that carefully balance generalization and discrimination in order to maximize reward. -Understand how to use supervised learning approaches to approximate value functions Reinforcement Learning Textbook Doina Precup: Building Knowledge for AI Agents with Reinforcement Learning...
Computational Neuroscience
by Rajesh P. N. Rao , Adrienne Fairhall- 4.6
Approx. 26 hours to complete
Networks that Learn: Plasticity in the Brain & Learning (Rajesh Rao) 1 Synaptic Plasticity, Hebb's Rule, and Statistical Learning 2 Introduction to Unsupervised Learning Learning from Supervision and Rewards (Rajesh Rao) 1 Neurons as Classifiers and Supervised Learning 2 Reinforcement Learning: Predicting Rewards 3 Reinforcement Learning: Time for Action! Learning from Supervision and Rewards...
Guided Tour of Machine Learning in Finance
by Igor Halperin- 3.8
Approx. 24 hours to complete
Supervised Machine Learning methods are used in the capstone project to predict bank closures. Simultaneously, while this course can be taken as a separate course, it serves as a preview of topics that are covered in more details in subsequent modules of the specialization Machine Learning and Reinforcement Learning in Finance....
A Complete Guide on TensorFlow 2.0 using Keras API
by Hadelin de Ponteves- 4.5
13 hours on-demand video
After passing the part 2 of the course and ultimately learning how to implement neural networks, in Part 3 of the course, you will learn how to make your own Stock Market trading bot using Reinforcement Learning, specifically Deep-Q Network. How to build a stock market trading bot using Reinforcement Learning (Deep-Q Network)...
$17.99
How Entrepreneurs in Emerging Markets can master the Blockchain Technology
by Co-Pierre Georg- 4.5
Approx. 10 hours to complete
You will learn about the three major types of AI algorithms: supervised and unsupervised machine learning, as well as reinforcement learning. Unsupervised learning - Agglomerative clustering Unsupervised learning - Partitional clustering Supervised learning Supervised learning - Classification and Regression Reinforcement learning Machine learning...
Autodesk Certified Professional: Revit for Structural Design Exam Prep
by Autodesk- 4.7
Approx. 18 hours to complete
Working with reinforcement tools - Part 1 Working with reinforcement tools Part 2 Working with reinforcement tools - Part 3 Working with reinforcement tools Part 4 Working with reinforcement tools - Part 5 Working with reinforcement tools - Part 6 Online learning communities and social media...
Artificial Intelligence Projects with Python-HandsOn: 2-in-1
by Packt Publishing- 3.6
4 hours on-demand video
The last project introduces reinforcement learning and deep reinforcement learning wherein you will use OpenAI Gym platform and Q-learning algorithm to build a game-playing AI. By the end of this Learning Path, you will be confident to build your own AI projects with Python, with a useful blend of ideas to sharpen your skills in artificial intelligence....
$9.99
Machine Learning for Healthcare
by David Sontag , Peter Szolovits , Zachary Strasser , Hagai Rossman- 0.0
15 Weeks
For each of these topics we dive into methodological details typically not covered in introductory machine learning courses, such as the foundations of deep learning on imaging and natural language, interpretability of ML models, algorithmic fairness, causal inference and off-policy reinforcement learning. Understand practical subtleties of machine learning from clinical data, such as physiological time-series, clinical text, and image data...
$49
Machine Learning, incl. Deep Learning, with R
by Bert Gollnick- 4
15.5 hours on-demand video
Statistical Machine Learning Techniques, and Deep Learning with Keras, and much more. We will cover all fields of Machine Learning: Regression and Classification techniques, Clustering, Association Rules, Reinforcement Learning, and, possibly most importantly, Deep Learning for Regression, Classification, Convolutional Neural Networks, Autoencoders, Recurrent Neural Networks, . Or visit some of my interactive learning boards. Reinforcement Learning techniques (e....
$11.99
Keras 2.x Projects
by Packt Publishing- 4.2
5.5 hours on-demand video
Leverage the power of Keras to build and train state-of-the-art deep learning models Keras is a Python library that provides a simple and clean way to create a range of deep learning models. By learning the basic concepts of reinforcement learning, you will be able to create algorithms that can learn and adapt to environmental changes and control your robots....
$11.99