Search result for Classification models Online Courses & Certifications
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Classification Models
by Ben Burkholder- 0.0
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Approx. 2 weeks
In this course, you’ll learn how to use classification predictive models to solve business problems such as predicting whether or not a customer will respond to a marketing campaign, the likelihood of default on a loan, or which product a customer will buy. Learn how to use classification predictive models to solve business problems involving non-numeric data....
Free
Predictive Modeling and Machine Learning with MATLAB
by Heather Gorr , Michael Reardon , Maria Gavilan-Alfonso , Brandon Armstrong , Brian Buechel , Isaac Bruss , Matt Rich , Nikola Trica , Adam Filion , Erin Byrne , Sam Jones- 4.7
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Approx. 22 hours to complete
Evaluating Regression Models Summary of Regression Models Creating Classification Models Introduction to Classification Using the Classification Learner App Evaluating Classification Models Evaluating Classification Models in MATLAB Summary of Classification Summary of Classification Models Binary Classification Metrics Reference Evaluate and Customize Classification Models Multiclass Classification Metrics Reference Customizing Multiclass Models Train a Classification Model...
Introduction to Computer Vision
by Aaron Bobick , Irfan Essa , Arpan Chakraborty- 0.0
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Approx. 4 months
Images have become ubiquitous in computing. Sometimes we forget that images often capture the light reflected from a physical scene. This course gives you both insight into the fundamentals of image formation and analysis, as well as the ability to extract information much above the pixel level. Instructor videosLearn by doing exercisesTaught by industry professionals...
Free
Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
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Approx. 20 hours to complete
Train Classification Models Train Classification Models Module Introduction Guidelines for Training Binary Classification Models Guidelines for Training Multi-Class Classification Models Training Classification Models Evaluate and Tune Classification Models Evaluate and Tune Classification Models Module Introduction Guidelines for Evaluating Classification Models Guidelines for Tuning Classification Models Evaluating and Tuning Classification Models Evaluate and tune classification models to improve their performance....
Supervised Learning: Classification
by Mark J Grover , Miguel Maldonado- 4.9
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Approx. 11 hours to complete
You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. This course targets aspiring data scientists interested in acquiring hands-on experience with Supervised Machine Learning Classification techniques in a business setting. Classification with Logistic Regression Classification Error Metrics: ROC and Precision-Recall Curves...
Supervised Machine Learning: Classification
by Mark J Grover , Miguel Maldonado- 4.9
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Approx. 11 hours to complete
You will learn how to train predictive models to classify categorical outcomes and how to use error metrics to compare across different models. This course targets aspiring data scientists interested in acquiring hands-on experience with Supervised Machine Learning Classification techniques in a business setting. Classification with Logistic Regression Classification Error Metrics: ROC and Precision-Recall Curves...
TensorFlow 2.0 Practical
by Dr. Ryan Ahmed, Ph.D., MBA- 4.3
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11.5 hours on-demand video
(2) Develop Artificial Neural Networks in the medical field to perform classification tasks such as diabetes detection. (3) Train Deep Learning models to perform image classification tasks such as face detection, Fashion classification and traffic sign classification. Assess the performance of trained ANN models for classification tasks using KPI such as accuracy, precision and recall....
$15.99
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Machine Learning Fundamentals
by Innoovatum Practical Engineering- 3.6
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2.5 hours on-demand video
Launch your career with a Machine Learning Certificate, Build ml models using Python. Learn to use Regression, Classification models on a wide variety of datasets Available at Kaggle. Learn to built neural networks for classification for image datasets, learn to use pre-trained models to make predictions, Also, learn how Neural networks can outperform human ability using TensorFlow....
$12.99
Machine Learning: Classification
by Emily Fox , Carlos Guestrin- 4.7
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Approx. 21 hours to complete
In our case study on analyzing sentiment, you will create models that predict a class (positive/negative sentiment) from input features (text of the reviews, user profile information,. -Describe the input and output of a classification model. -Tackle both binary and multiclass classification problems. Multiclass classification with decision trees Case-study where accuracy is not best metric for classification...
Image Understanding with TensorFlow on GCP
by Google Cloud Training- 4.6
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Approx. 12 hours to complete
You will get hands-on practice building and optimizing your own image classification models on a variety of public datasets in the labs we’ll work on together. Lab Intro: Linear Models for Image Classification Lab Solution: Linear Models for Image Classification Lab Intro: DNN Models for Image Classification Lab Solution: DNN Models for Image Classification...
