Search result for Unsupervised learning classification Online Courses & Certifications
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Machine Learning
by Michael Littman , Charles Isbell , Pushkar Kolhe- 0.0
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Approx. 4 months
lesson 1 Supervised Learning Machine Learning is the ROX Decision Trees Regression and Classification Neural Networks Instance-Based Learning Ensemble B&B Kernel Methods and Support Vector Machines (SVM)s Computational Learning Theory VC Dimensions Bayesian Learning Bayesian Inference lesson 2 Unsupervised Learning Randomized optimization Clustering Feature Selection Feature Transformation Information Theory lesson 3 Reinforcement Learning Markov Decision Processes Reinforcement Learning Game Theory...
Free
Machine Learning
by John W. Paisley- 0.0
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12 Weeks
Master the essentials of machine learning and algorithms to help improve learning from data without human intervention. supervised versus unsupervised learning In the second half of the course we shift to unsupervised learning techniques. Supervised learning techniques for regression and classification Unsupervised learning techniques for data modeling and analysis Optimization and inference algorithms for model learning...
$249
Machine Learning
by Qiang Liu- 0.0
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12 Weeks
Tools from machine learning are now ubiquitous in the sciences with applications in engineering, computer vision, and biology, among others. â—‹ Techniques for supervised learning including classification and regression. â—‹ Algorithms for unsupervised learning including feature extraction. â—‹ Statistical methods for interpreting models generated by learning algorithms....
$1000
All-in-One:Machine Learning,DL,NLP,AWS Deply [Hindi][Python]
by Rishi Bansal- 0.0
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17.5 hours on-demand video
Complete hands-on Machine Learning Course with Data Science, NLP, Deep Learning and Artificial Intelligence No prior understanding of machine learning is required. Chapter - Supervised Learning: Classification - Classification Model Performance - Confusion Matrix Chapter: UnSupervised Learning: Clustering - Measuring UnSupervised Clusters Performace - Silhouette Index Chapter: UnSupervised Learning: Association Rule...
$12.99
Machine Learning with Python: A Practical Introduction
by Saeed Aghabozorgi- 0.0
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5 Weeks
This Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning. The difference between the two main types of machine learning methods: supervised and unsupervised Supervised learning algorithms, including classification and regression Unsupervised learning algorithms, including Clustering and Dimensionality Reduction...
$99
Machine Learning with Python: A Practical Introduction
by Saeed Aghabozorgi- 0.0
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5 Weeks
This Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning. The difference between the two main types of machine learning methods: supervised and unsupervised Supervised learning algorithms, including classification and regression Unsupervised learning algorithms, including Clustering and Dimensionality Reduction...
$99
Deep Learning- Learn With Tensor Flow and Python
by Programming Academy- Learn and Create- 3.5
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18 hours on-demand video
Learn how to use Deep Learning Framework - TensorFlow,Keras, Create your own Chatbots,Intro to Tensorflow 2. Welcome to the Complete Guide to TensorFlow for Deep Learning with Python! Use TensorFlow for solving Unsupervised Learning Problems with AutoEncoders Use TensorFlow for Time Series Analysis with Recurrent Neural Networks Use TensorFlow for solving Unsupervised Learning Problems with AutoEncoders...
$12.99
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Unsupervised Learning with Python: Step-by-Step Tutorial!
by Packt Publishing- 2.8
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7.5 hours on-demand video
Master advanced clustering, topic modeling, manifold learning, and autoencoders using Unsupervised Learning with Python! Unlike supervised machine learning, unsupervised machine learning methods cannot be applied to a regression or a classification problem as you have no idea what the values for the output data might be, making it impossible for you to train the algorithm the way you normally would....
$12.99
Statistical Learning
by Trevor Hastie , Robert Tibshirani- 0.0
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9 Weeks
This is an introductory-level course in supervised learning, with a focus on regression and classification methods. Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical). Overview of statistical learning Classification Unsupervised learning...
$149
Land use Land cover classification GIS, ERDAS, ArcGIS, ENVI
by Lakhwinder Singh- 4.5
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6.5 hours on-demand video
Most of this course is focused on Erdas and ArcGIS for image classification and calculations. Image classification with Machine learning also covered in this course. Some of us faced problem during classification as: Able to do a Prefect Land use classification of Earth using satellite image How to achieve maximum accuracy of classification Classify with Machine Learning...
$12.99
