Search result for Reinforcement learning lectures Online Courses & Certifications
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Fundamentals of Machine Learning in Finance
by Igor Halperin- 3.8
Approx. 18 hours to complete
A learner with some or no previous knowledge of Machine Learning (ML) will get to know main algorithms of Supervised and Unsupervised Learning, and Reinforcement Learning, and will be able to use ML open source Python packages to design, test, and implement ML algorithms in Finance. Sequence Modeling and Reinforcement Learning...
Machine Learning with Jupyter Notebooks in Amazon AWS
by Qasim Shah- 3.8
5.5 hours on-demand video
Welcome to Machine Learning, Reinforcement Learning and AWS course For Beginners - A one of its kind course! Machine Learning topics Reinforcement Learning Machine Learning Services in AWS this Machine Learning, Reinforcement Learning and AWS course is exactly what you need, and more. Enroll now in Machine Learning, Reinforcement Learning and AWS today and revolutionize your learning....
$11.99
Sample-based Learning Methods
by Martha White , Adam White- 4.7
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 Emma Brunskill: Batch Reinforcement Learning...
AWS DeepRacer
by Blane Sundred , DeClercq Wentzel- 0.0
Approx. 2 weeks
AWS DeepRacer is a 1/18th scale race car which gives you an interesting and fun way to get started with reinforcement learning (RL). Learn the fundamentals of machine learning and reinforcement learning in a fun and engaging way through autonomous driving with AWS DeepRacer. lesson 2 Reinforcement learning in DeepRacer DeepRacer definition....
Free
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...
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
Accounting - Basic Costing
by Steve Currie- 4.1
3.5 hours on-demand video
The lectures are presented in a relaxed, friendly, simple Keynote presentation - each section covers a part of the course specification and is backed up with a question bank for learning reinforcement....
$12.99
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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...
人工智慧:機器學習與理論基礎 (Artificial Intelligence - Learning & Theory)
by 于天立- 4.6
Approx. 12 hours to complete
1-1 Brief Introduction to Machine Learning, Learning from Example 1-6 Biased and Unbiased Hypothesis Space, Futility of Bias-Free Learning Computational Learning Theory 2-1 Introduction to Computational Learning Theory, Setting of Sample Complexity 3-2 Learning Decision Tree, Information Neural Network and Deep learning 4-2 Single-Layer Network and Perceptron Learning Rule Reinforcement learning...
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