Search result for Unsupervised learning methods Online Courses & Certifications
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IBM AI Engineering Professional Certificate
- 0.0
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To stay competitive, organizations need qualified AI engineers who use cutting-edge methods like machine learning algorithms and deep learning neural networks to provide data driven actionable intelligence for their businesses. You’ll master fundamental concepts of machine learning and deep learning, including supervised and unsupervised learning, using programming languages like Python....
Introduction to Deep Learning
by Evgeny Sokolov , Зимовнов Андрей Вадимович , Alexander Panin , Ekaterina Lobacheva , Nikita Kazeev- 4.5
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Approx. 34 hours to complete
The course starts with a recap of linear models and discussion of stochastic optimization methods that are crucial for training deep neural networks. What Deep Learning is and is not Deep learning as a language Deep Learning for images Learning new tasks with pre-trained CNNs Unsupervised representation learning Unsupervised learning: what it is and why bother...
Python and Machine Learning for Asset Management
by John Mulvey - Princeton University , Lionel Martellini, PhD- 3
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Approx. 17 hours to complete
Supervised learning Unsupervised learning Machine Learning for Investment Decisions: A Brief Guided Tour Machine learning techniques for robust estimation of factor models Penalty methods References for module 2"Machine learning techniques for robust estimation of factor models" Several Machine Learning Methods Learn the principles of supervised and unsupervised machine learning techniques to financial data sets...
HR Analytics Master Course with Excel, Python and R
by Unlock HR- 4.3
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13 hours on-demand video
Various methods to measure Central Tendency, Variability, and Shape of data. Understand the concept of Machine Learning – Supervised and Unsupervised Learning Techniques. And the most important is applying machine learning on HR Data and predicting futuristic insights. Understand the concept of Machine Learning – Supervised and Unsupervised Learning Techniques....
$15.99
Machine learning with Scikit-learn
by Francisco Juretig- 3.6
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6.5 hours on-demand video
Learn the most important machine learning techniques using the best machine learning library available In essence, machine learning can be divided into two big groups: supervised and unsupervised learning. On the other hand, in unsupervised learning we will have a set of features (but with no outcome or target variable) and we will attempt to learn from that data....
$11.99
Big Data Applications: Machine Learning at Scale
by Alexey A. Dral , Vladimir Lesnichenko , Evgeny Frolov , Ilya Trofimov , Pavel Mezentsev , Emeli Dral- 3.8
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Approx. 28 hours to complete
Machine learning is transforming the world around us. With these skills, you will be able to tackle many practical machine learning tasks. These people never sleep to babysit this course day and night, to make your learning experience productive, smooth and exciting. Machine Learning Applications for BigData (Optional) Unsupervised learning Decision Trees & Ensemble Learning...
Deployment of Machine Learning Models in Production
by Laxmi Kant | KGP Talkie- 4.7
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9.5 hours on-demand video
Are you ready to deploy your machine learning models in production at AWS? Unsupervised means that BERT was trained using only a plain text corpus, which is important because an enormous amount of plain text data is publicly available on the web in many languages....
$13.99
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Land use Land cover classification GIS, ERDAS, ArcGIS, ENVI
by Lakhwinder Singh- 4.5
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6.5 hours on-demand video
I explained all the possible methods of land use classification. I have covered supervised, unsupervised, combined method, pixel correction methods etc. For in-depth of all methods enrol in this course. Image classification with Machine learning also covered in this course. Classify with Machine Learning...
$12.99
24h Pro data science in R
by Francisco Juretig- 3.6
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18.5 hours on-demand video
This course explores several modern machine learning and data science techniques in R. We showcase a wide array of statistical and machine learning techniques....
$12.99
Machine Learning: Clustering & Retrieval
by Emily Fox , Carlos Guestrin- 4.6
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Approx. 17 hours to complete
Learning Outcomes: By the end of this course, you will be able to: -Compare and contrast supervised and unsupervised learning tasks. Important Update regarding the Machine Learning Specialization An unsupervised task Hope for unsupervised learning, and some challenge cases Learning LDA model via Gibbs sampling...
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