Search result for Classification models Online Courses & Certifications
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Complete Python Machine Learning & Data Science for Dummies
by Abhilash Nelson- 4.1
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10.5 hours on-demand video
Classification Metrics - Classification Accuracy, Logarithmic Loss, Area Under ROC Curve, Confusion Matrix, Classification Report. Spot-Checking Classification Algorithms Non-Linear Algorithms - k-Nearest Neighbours, Naive Bayes, Classification and Regression Trees, Support Vector Machines. Save and Load (serialize and deserialize) Machine Learning Models steps For Finalizing classification models - pima indian dataset steps For Finalizing regression models - boston housing dataset...
$11.99
Supervised Learning: Regression
by Mark J Grover , Miguel Maldonado- 4.8
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Approx. 11 hours to complete
You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. Differentiate uses and applications of classification and regression in the context of supervised machine learning Describe and use linear regression models Regression and Classification Examples...
Supervised Machine Learning: Regression
by Mark J Grover , Miguel Maldonado- 4.7
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Approx. 11 hours to complete
You will learn how to train regression models to predict continuous outcomes and how to use error metrics to compare across different models. Differentiate uses and applications of classification and regression in the context of supervised machine learning Describe and use linear regression models Regression and Classification Examples...
Machine Learning, incl. Deep Learning, with R
by Bert Gollnick- 4
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15.5 hours on-demand video
You will understand the advantages and disadvantages of different models and when to use which one. You will learn to build state-of-the-art Machine Learning models with R. Deep Learning models with Keras for Regression and Classification tasks Convolutional Neural Networks with Keras for image classification Regression Models (e. Classification Models (e....
$11.99
Build Decision Trees, SVMs, and Artificial Neural Networks
by Stacey McBrine- 0.0
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Approx. 22 hours to complete
Decision trees and support-vector machines (SVMs) are two examples of algorithms that can both solve regression and classification problems, but which have different applications. Classification and Regression Tree (CART) SVMs for Linear Classification Hard-Margin and Soft-Margin Classification SVMs for Non-Linear Classification Guidelines for Building SVM Models for Classification Guidelines for Building SVM Models for Regression...
Code Free Data Science
by Natasha Balac, Ph.D.- 4.3
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Approx. 14 hours to complete
• Essential Data Science skills to design, build, test and evaluate predictive models • Data Manipulation, preparation and Classification and clustering methods Essential Data Science skills to design, build, test and evaluate predictive models...
Deep Learning for Computer Vision with Tensor Flow and Keras
by CARLOS QUIROS- 3.8
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12 hours on-demand video
This course is focused in the application of Deep Learning for image classification and object detection. We will also enter in the study of Convolutional Neural Networks for image classification reviewing its principal components and different robust architectures such as VGG-16, ResNet and Inception....
$17.99
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TensorFlow and the Google Cloud ML Engine for Deep Learning
by Loony Corn- 4.3
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17.5 hours on-demand video
CNNs, RNNs and other neural networks for unsupervised and supervised deep learning TensorFlow is quickly becoming the technology of choice for deep learning, because of how easy TF makes it to build powerful and sophisticated neural networks. The Google Cloud Platform is a great place to run TF models at scale, and perform distributed training and prediction....
$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
This course, Applied Artificial Intelligence with DeepLearning, is part of the IBM Advanced Data Science Certificate which IBM is currently creating and gives you easy access to the invaluable insights into Deep Learning models used by experts in Natural Language Processing, Computer Vision, Time Series Analysis, and many other disciplines. Sequential models in keras...
Python for Machine Learning and Data Mining
by CARLOS QUIROS- 3.6
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12.5 hours on-demand video
These fields give to data scientists the opportunity to explore on a deep way the data, finding new valuable information and constructing intelligence algorithms who can "learn" since the data and make optimal decisions for classification or forecasting tasks....
$11.99
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