Search result for Model training and evaluation Online Courses & Certifications
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Machine Learning with Python
by SAEED AGHABOZORGI , Joseph Santarcangelo- 4.7
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Approx. 21 hours to complete
This course dives into the basics of machine learning using an approachable, and well-known programming language, Python. Second, you will get a general overview of Machine Learning topics such as supervised vs unsupervised learning, model evaluation, and Machine Learning algorithms. Model Evaluation in Regression Models Evaluation Metrics in Regression Models Evaluation Metrics in Classification...
Getting started with TensorFlow 2
by Dr Kevin Webster- 4.9
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Approx. 26 hours to complete
In this course you will learn a complete end-to-end workflow for developing deep learning models with Tensorflow, from building, training, evaluating and predicting with models using the Sequential API, validating your models and including regularisation, implementing callbacks, and saving and loading models. Saving and loading model weights [Coding tutorial] Saving and loading model weights...
Machine Learning for Accounting with Python
by Linden Lu- 0.0
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Approx. 63 hours to complete
It also discusses model evaluation and model optimization. While Accounting Data Analytics with Python covers data understanding and data preparation in the data analytics process, this course covers the next two steps in the process, modeling and model evaluation. Module 1 Overview and Resources Module 2 Overview and Resources MODULE 4: MODEL EVALUATION...
Statistics with R Capstone
by Merlise A Clyde , Colin Rundel , David Banks , Mine Çetinkaya-Rundel- 4.6
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Approx. 6 hours to complete
Tips for Success and Suggested Work Pace EDA and Basic Model Selection - Submission EDA and Basic Model Selection - Evaluation Model Selection and Diagnostics Model Selection and Diagnostics Quiz - Assignment Guide Model Selection and Diagnostics Quiz Final Data Analysis - Evaluation...
MLOps (Machine Learning Operations) Fundamentals
by Google Cloud Training- 4
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Approx. 16 hours to complete
This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. Machine Learning Engineering professionals use tools for continuous improvement and evaluation of deployed models. Build and push a training container Train and tune the model Serve and query the model Implement reliable and repeatable training and inference workflows....
End-to-End Machine Learning with TensorFlow on GCP
by Google Cloud Training- 4.5
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Approx. 13 hours to complete
One of the best ways to review something is to work with the concepts and technologies that you have learned. BigQuery and AI Platform Notebooks Getting Started with Google Cloud Platform and Qwiklabs Lab 1 demo and review Lab 2: demo and review Build the Model Build the model Lab 3 Intro : Creating a TensorFlow model...
Financial Engineering and Risk Management Part II
by Martin Haugh , Garud Iyengar- 4.7
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Approx. 17 hours to complete
Financial Engineering is a multidisciplinary field involving finance and economics, mathematics, statistics, engineering and computational methods. Capital Asset Pricing Model Mean-Variance Analysis and CAPM Problem Set Negative Exposures and Leveraged ETFs Statistical Biases in Performance Evaluation Survivorship Bias and Data Snooping Review of the Binomial Model for Option Pricing The Black-Scholes Model...
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Physician/Student Opioid Use Disorder Medication Assisted Treatment Waiver Training
by Jann T. Balmer , Nassima Ait-Daoud Tiouririne- 0.0
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Approx. 13 hours to complete
This online course opportunity is made possible through a joint partnership with University of Virginia School of Medicine (UVASOM) and Nursing (SON) and the American Academy of Addiction Psychiatry (AAAP), Data 2000 sponsor for this MAT waiver training. This content was created by the AAAP and has been used with permission....
Advanced Deployment Scenarios with TensorFlow
by Laurence Moroney- 4.7
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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. Tensorboard: tools for model training Evaluate how your models work and share model metadata using TensorBoard...
Quantitative Model Checking
by Anne Remke- 0.0
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Approx. 18 hours to complete
In the simplest case, the model reflects all possible states that the system can reach and all possible transitions between states in a (labelled) State Transition System. Model checking focuses on the qualitative evaluation of the model. Model checking eventually, always and until Model checking and the Next operator Model checking and Time-bounded next...
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