Search result for Model training and evaluation Online Courses & Certifications
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Training and Learning Programs for Volunteer Community Health Workers
by William Brieger, DrPH- 4.7
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Approx. 16 hours to complete
Our village health worker training course reviews the process of training and continuing education of CHWs as an important component of involving communities in their own health service delivery. Participants will be guided through the steps of planning training and continuing education activities for village volunteers. Selecting Training Methods, Materials, and Resources...
Deployment of Machine Learning Models in Production
by Laxmi Kant | KGP Talkie- 4.7
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9.5 hours on-demand video
Deploy ML Model with BERT, DistilBERT, FastText NLP Models in Production with Flask, uWSGI, and NGINX at AWS EC2 BERT Model Building and Training. BERT Model Evaluation and Saving. DistilBERT Model Fine Tuning and Deployment Deploy Your Model at Both Windows and Ubuntu Machine Fine Tune and Deploy ML Model with Flask...
$13.99
Browser-based Models with TensorFlow.js
by Laurence Moroney- 4.7
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Approx. 17 hours to complete
Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. Building the Model Training the Model Build an object classification and recognition model using a webcam...
Launching into Machine Learning
by Google Cloud Training- 4.6
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Approx. 22 hours to complete
We then discuss how to set up a supervised learning problem and find a good solution using gradient descent. Getting Started with Google Cloud and Qwiklabs Improve Data Quality and Exploratory Data Analysis Regression and Classification Lab Intro: Decision Trees and Random Forests in Python Regression and Classification When to Stop Model Training...
Introduction to TensorFlow
by Google Cloud Training- 4.4
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Approx. 19 hours to complete
Getting the data ready for model training PRACTICE QUIZ: Getting the data ready for model training Training neural networks with Tensorflow 2 and the Keras Sequential API Training neural networks with Tensorflow 2 and the Keras Functional API Use the Keras Sequential and Functional APIs for simple and advanced model creation...
Efficient Machine Learning
by Usama Albaghdady- 3.8
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2.5 hours on-demand video
Become an Advanced Machine Learning Specialist, Learn Preprocessing, Feature Engineering, Model Evaluation and Selection This comprehensive course will be your guide to learning how to scale-up your machine learning model to the optimal state possible, you 'll be learning everything you need to move you machine learning model to the next stage. Model Evaluation Precision and Recall F1-score and Fbeta-score...
$12.99
Applied AI with DeepLearning
by Romeo Kienzler , Niketan Pansare , Tom Hanlon , Max Pumperla , Ilja Rasin- 4.4
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Approx. 24 hours to complete
Using these approaches, no matter what your skill levels in topics you would like to master, you can change your thinking and change your life. If you choose to take this course and earn the Coursera course certificate, you will also earn an IBM digital badge. Number of Time Steps, Epochs, Training and Validation Training and loading a saved model...
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Developing AI Applications on Azure
by Ronald J. Daskevich, DCS- 4.4
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Approx. 16 hours to complete
Then you'll train your own model, and you'll deploy and test your model in the cloud. Definition of AI and Machine Learning Azure Machine Learning Service: Model Training Train and register a model Exercise: Model Training Notebook Azure Machine Learning Service: Model Management and Deployment Create, train, test and deploy your AI model in the cloud...
Structuring Machine Learning Projects
by Andrew NgTop Instructor , Younes Bensouda MourriTop Instructor , Kian KatanforooshTop Instructor- 4.8
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Approx. 6 hours to complete
In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. Single Number Evaluation Metric Satisficing and Optimizing Metric Size of the Dev and Test Sets Training and Testing on Different Distributions...
Estimating ML-Models Financial Impact
by Alexey A. Masyutin , Elena S. Kozhina , Viktor I. Skripiuk- 0.0
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Approx. 19 hours to complete
We will discuss the general approaches to financial estimation, consider the applications to credit scoring and marketing response models, and focus on the relationship between statistical model quality metrics and financial results, as well as the concepts of A/B testing and potential biases as they apply to historical data. Model quality and decision making....
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