Search result for Model training and evaluation Online Courses & Certifications
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AI in Healthcare Capstone
by Matthew LungrenTop Instructor , Nigam Shah , Serena YeungTop Instructor , Tina Hernandez-Boussard , Laurence Baker- 4.6
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Approx. 11 hours to complete
We will review how the different choices you make -- such as those around feature construction, the data types to use, how the model evaluation is set up and how you handle the patient timeline -- affect the care that would be recommended by the model. Phase 2: Model Training Part 1...
Natural Language Processing with Probabilistic Models
by Younes Bensouda Mourri , Łukasz Kaiser , Eddy Shyu- 4.7
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Approx. 28 hours to complete
Łukasz Kaiser is a Staff Research Scientist at Google Brain and the co-author of Tensorflow, the Tensor2Tensor and Trax libraries, and the Transformer paper. Language Model Evaluation Language Model Evaluation Training a CBOW Model: Backpropagation and Gradient Descent Architecture for the CBOW Model Training a CBOW Model: Backpropagation and Gradient Descent...
Econometrics: Methods and Applications
by Philip Hans Franses , Christiaan Heij , Michel van der Wel , Dennis Fok , Richard Paap , Dick van Dijk , Erik Kole , Francine Gresnigt , Myrthe van Dieijen- 4.6
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Approx. 66 hours to complete
Our course starts with introductory lectures on simple and multiple regression, followed by topics of special interest to deal with model specification, endogenous variables, binary choice data, and time series data. Training Exercise 2. Solution Training Exercise 2. Model Specification 4 on Model Specification: Evaluation 4 on Time Series: Evaluation and Illustration...
Advanced Data Science Capstone
by Romeo Kienzler- 4.6
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Approx. 9 hours to complete
Week 1 - Identify DataSet and UseCase Data Sources and Use Cases Process Model Guidelines Week 2 - ETL and Feature Creation Week 3 - Model Definition and Training Model Definition Model Training Model Evaluation, Tuning, Deployment and Documentation Model Evaluation Model Deployment...
Machine Translation
by Alexander Waibel , Jan Niehues- 4.6
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Approx. 27 hours to complete
After taking this course you will be able to understand the main difficulties of translating natural languages and the principles of different machine translation approaches. php) and Assistant Professor Dr. Evaluation Evaluation Human Evaluation Evaluation Human Evaluation Language Model From Noisy channel model to Log-linear Model Language Model From Noisy-channel model to Log-linear model...
AI for Medical Diagnosis
by Pranav Rajpurkar , Bora Uyumazturk , Amirhossein Kiani , Eddy Shyu- 4.7
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Approx. 19 hours to complete
It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. - In Course 3, you will build a treatment effect predictor, apply model interpretation techniques and use natural language processing to extract information from radiology reports. Building and Training a Model for Medical Diagnosis Sensitivity, Specificity, and Evaluation Metrics...
Sales Operations: Final Project
by Emily C. Tanner, Ph.D. , Suzanne C. Bal , Michael F. Walsh, Ph.D.- 4.7
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Approx. 15 hours to complete
The learners are to identify the manager responsible for the sales function (typically called a Sales Manager) and interview this person on the sales management practices at this firm. Introduction to Sales Operations/Management Capstone Course and Final Project Overview Sales Management Definition, Process, Strategies and Resources Recruitment and Training Recruitment Funnel and Recruitment Sources...
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Data Analysis with Python
by Joseph Santarcangelo- 4.7
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Approx. 13 hours to complete
Data Analysis with Python will be delivered through lecture, lab, and assignments. Importing and Exporting Data in Python Practice Quiz: Importing and Exporting Data in Python Model Evaluation using Visualization Practice Quiz: Model Evaluation using Visualization Model Evaluation Model Evaluation and Refinement Overfitting, Underfitting and Model Selection Practice Quiz: Model Evaluation Practice Quiz: Overfitting, Underfitting and Model Selection...
Prehospital care of acute stroke and patient selection for endovascular treatment using the RACE scale
by Montse Gorchs Molist , Natalia Perez de la Ossa , Frances Xavier Jiménez Fabregas- 4.8
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Approx. 12 hours to complete
Stroke and treatment options Stroke: Reperfusion treatment, thrombolysis and endovascular treatment M2 Evaluation Test Stroke Code: The Catalonia Model The Stroke Code - The Catalonian Model M3 Evaluation test The Race Scale: design and validation The Race Scale: implementation in Catalonia and other regions RACE Scale training The RACE scale: design and validation...
Meaningful Predictive Modeling
by Julian McAuley , Ilkay Altintas- 4.4
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Approx. 9 hours to complete
This course will help us to evaluate and compare the models we have developed in previous courses. Week 2: Codebases, Regularization, and Evaluating a Model Setting Up a Codebase for Evaluation and Validation Model Complexity and Regularization Adding a Regularizer to our Model, and Evaluating the Regularized Model Codebases, Regularization, and Evaluating a Model...
