Search result for Non-binary classification models Online Courses & Certifications
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Advanced Data Science Techniques in SPSS
by Bogdan Anastasiei- 3.9
6.5 hours on-demand video
This way you can create regression models that are both parsimonious and effective. K nearest neighbor, a very popular predictive technique used mostly for classification purposes. We will approach both binary (CART) and non-binary (CHAID) trees. Use binary (CART) trees for prediction (both regression and classification trees) Use non-binary (CHAID) trees for prediction (both regression and classification trees)...
$12.99
Zero to Agile Data Science
by Shreesha Jagadeesh- 5
3 hours on-demand video
Learn how to iteratively develop Data Science models You will learn how to apply Agile Data Science techniques to Classification problems through 3 projects – Predicting Credit Card Fraud, Predicting Customer Churn and Predicting Financial Distress. Ensemble Models Binary Classification...
$12.99
Mastering Data Analysis in Excel
by Jana Schaich Borg , Daniel Egger- 4.2
Approx. 21 hours to complete
You will emerge with substantial vocabulary and practical knowledge of how to apply business data analysis methods based on binary classification (module 2), information theory and entropy measures (module 3), and linear regression (module 4 and 5), all using no software tools more complex than Excel. Binary Classification Introduction to Binary Classification...
Machine Learning
by John W. Paisley- 0.0
12 Weeks
Topics include: classification and regression, clustering methods, sequential models, matrix factorization, topic modeling and model selection. We will cover three fundamental problems of unsupervised learning: data clustering, matrix factorization, and sequential models for order-dependent data. Some applications of these models include object recommendation and topic modeling. Supervised learning techniques for regression and classification...
$249
Machine Learning in JavaScript with TensorFlow.js
by tech.courses team- 4.4
6.5 hours on-demand video
Part 8 - Binary Classification Part 9 - Multi-class Classification Defining machine learning models Training machine learning models Binary classification Multi-class classification Saving machine learning models...
$18.99
Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN)
by Modeste Atsague- 3.3
3 hours on-demand video
How to download and install RHow to set your working directory import your data and detect rows containing missing values For binary classificationTraining and prediction using the Random Forest model , prediction accuracy, Confusion matrix and confidence interval Training and prediction using the Adabost....
$9.99
Data Science 2021: Data Science & Machine Learning in Python
by Ankit Mistry- 4.4
18.5 hours on-demand video
2) Statistics Basic: Data, Levels of Measurement, Measures of Central Tendency, Population vs Sample, Probability based Sampling methods, Non Probability based Sampling method, Measures of Dispersion, Quartiles and IQR 8) Artificial Neural Networks (ANNs): The Neuron, Activation Function, Cost Function, Gradient Descent and Back-Propagation, Building the Artificial Neural Networks, Binary Classification with Artificial Neural Networks...
$11.99
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Convolutional Neural Networks
by Andrew NgTop Instructor , Kian KatanforooshTop Instructor , Younes Bensouda MourriTop Instructor- 4.9
Approx. 35 hours to complete
Deep Convolutional Models Face Verification and Binary Classification Face Verification and Binary Classification *CORRECTION*...
Complete Python Machine Learning & Data Science for Dummies
by Abhilash Nelson- 4.1
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
The Essential Guide to Stata
by F. Buscha- 4.4
14 hours on-demand video
Binary outcome models (Logit and Probit) Fractional response models (Fractional Logit and Beta Regression) Categorical choice models (Ordered Logit and Multinomial Logit) Count data models (Poisson and Negative Binomial Regression)...
$14.99