Search result for Problem based learning model Online Courses & Certifications
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Social and Economic Networks: Models and Analysis
by Matthew O. Jackson- 4.8
Approx. 30 hours to complete
Learn how to model social and economic networks and their impact on human behavior. OPTIONAL - Advanced Problem Set 3 Problem Set 3 3: Connections Model 4: Efficiency in the Connections Model (Optional/Advanced 12:41) 5: Pairwise Stability in the Connections Model 6: Externalities and the Coauthor Model 14: Application Structural Model (Optional/Advanced 35:06)...
Problem-Solving Skills for University Success
by Katherine Olston , Lydia Dutcher- 4.9
Approx. 23 hours to complete
In this course, you will learn how to develop your Problem Solving and Creativity Skills to help you achieve success in your university studies. Apply learnt problem solving and creative ideation skills to a real-life context and reflect on personal learning processes Learning Outcomes Learning Outcomes 1b Learning from Other People...
AI Workflow: Machine Learning, Visual Recognition and NLP
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
Approx. 14 hours to complete
Explain the use of linear and logistic regression in supervised learning applications Explain the use of tree-based algorithms in supervised learning applications Explain the use of Neural Networks in supervised learning applications Create a neural net model in Tensorflow Model Evaluation and Performance Metrics Model Performance: Through the Eyes of our Working Example...
Automated Reasoning: Symbolic Model Checking
by Hans Zantema- 0.0
Approx. 13 hours to complete
One way to deal with this is symbolic model checking: a way in which sets of states are represented symbolically. CTL model checking BDD based symbolic model checking NuSMV source of foxes and rabbits problem Problem 1: colored marbles Problem 2: reaching equal values Problem 3: deadlocks in packet switching networks...
Machine Learning Using SAS Viya
by Jeff Thompson , Catherine Truxillo- 4.7
Approx. 35 hours to complete
In addition, a business case study is defined to guide participants through all steps of the analytical life cycle, from problem understanding to model deployment, through data preparation, feature selection, model training and validation, and model assessment. Getting Started with Machine Learning using SAS® Viya® Regularizing and Tuning the Hyperparameters of a Machine Learning Model...
Probabilistic Graphical Models 3: Learning
by Daphne Koller- 4.6
Approx. 66 hours to complete
They are also a foundational tool in formulating many machine learning problems. Review of Machine Learning Concepts from Prof. Andrew Ng's Machine Learning Class (Optional) Regularization: The Problem of Overfitting Model Selection and Train Validation Test Sets Learning in Parametric Models Learning Undirected Models Learning BN Structure Structure Learning Overview Learning Tree Structured Networks...
Network Dynamics of Social Behavior
by Damon Centola- 4.6
Approx. 5 hours to complete
Learning objectives - after this course, students will be able to. - discuss how diffusion processes can explain the growth social movements, changes in cultural norms, and the success of team problem solving Course Introduction and Schelling's Segregation Model 3 Formal Model of Segregation 5 Using NetLogo: Complex Problem Solving in Networks...
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Microsoft Azure Machine Learning
by Microsoft- 4.8
Approx. 11 hours to complete
Training a machine learning model is an iterative process that requires time and compute resources. Use Automated Machine Learning in Azure Machine Learning Introduction to Create No-code Predictive Models with Azure Machine Learning Azure Machine Learning to Train and Deploy a Predictive Model Exercise Part 4: Train a Machine Learning Model Create a Regression Model with Azure Machine Learning Designer...
Machine Learning A-Z™: Hands-On Python & R In Data Science
by Kirill Eremenko- 4.5
44 hours on-demand video
Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Part 10 - Model Selection & Boosting: k-fold Cross Validation, Parameter Tuning, Grid Search, XGBoost Know which Machine Learning model to choose for each type of problem Build an army of powerful Machine Learning models and know how to combine them to solve any problem...
$17.99
Advanced Deployment Scenarios with TensorFlow
by Laurence Moroney- 4.7
Approx. 13 hours to complete
Bringing a machine learning model into the real world involves a lot more than just modeling. Then you’ll use TensorBoard to evaluate and understand how your models work, as well as share your model metadata with others. Complex model Transfer learning Text based models Transfer learning MobileNet model details Tensorboard: tools for model training...