Search result for Examples of supervised learning Online Courses & Certifications
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Learning, Knowledge, and Human Development
by Dr William Cope , Dr Mary Kalantzis- 4.5
Approx. 9 hours to complete
This course sets out to provide an understanding of theories of learning and development and how these theories relate to educational technology. The first is theoretical, in which we attempt to develop an overall frame of reference, locating approaches to the psychology of learning in terms of large paradigm shifts, from ‘behaviorism’ to ‘brain developmentalism’ to ‘social cognitivism’....
Machine Learning for Healthcare
by David Sontag , Peter Szolovits , Zachary Strasser , Hagai Rossman- 0.0
15 Weeks
An introduction to machine learning for healthcare, ranging from theoretical considerations to understanding human consequences of deploying technology in the clinic, through hands-on Python projects using real healthcare data. Understand practical subtleties of machine learning from clinical data, such as physiological time-series, clinical text, and image data...
$49
Machine Learning Technical Interview
by Vladimir Poliakov- 3.6
5 hours on-demand video
Having finished reviewing the interview questions on algorithms, we will move on to the subject area of machine learning and discuss such topics as good experiment design, cross-validation methods, overfitting and underfitting, feature selection methods, unbalanced data problem. In addition, as part of this course, we will consider various metrics for assessing the quality of supervised and unsupervised models....
$11.99
Hands-on Text Mining and Analytics
by Min Song- 3.9
Approx. 13 hours to complete
This course provides an unique opportunity for you to learn key components of text mining and analytics aided by the real world datasets and the text mining toolkit written in Java. 1 Description of possible project ideas 1 Explanations of sentiment analysis with supervised learning 2 Explanations of sentiment analysis with unsupervised learning...
Learn Data Science Deep Learning, Machine Learning NLP & R
by Cinnamon TechX- 4.5
70.5 hours on-demand video
This falls under the paradigm of supervised learning. Examples of Deep Learning at Work Shallow learning refers to machine learning methods that plateau at a certain level of performance when you add more examples and training data to the network. Algorithms and Models of Machine Learning Algorithms and Models of Deep Learning Supervised and Unsupervised Learning...
$12.99
Machine Learning applied to Astroinformatics
by Leo Bravo- 0.0
2 hours on-demand video
And as we know, the best way to learn is making, so we will develop a project using python, in which we are going to analyze simulated data of a real-world telescope and we are going to develop different machine learning models in order to classify different astronomical objects into different astronomical classes....
$12.99
Resilient Teaching Through Times of Crisis and Change
by Rebecca Quintana, PhD- 4.8
Approx. 20 hours to complete
This teaching ability can be seen as an outcome of a design approach that attends to the relationship between learning goals and activities, and the environments they are situated in. Resilient teaching approaches take into account how a dynamic learning context may require new forms of interactions between teachers, students, content, and tools....
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All-in-One:Machine Learning,DL,NLP,AWS Deply [Hindi][Python]
by Rishi Bansal- 0.0
17.5 hours on-demand video
Complete hands-on Machine Learning Course with Data Science, NLP, Deep Learning and Artificial Intelligence This course is designed to cover maximum concepts of machine learning. No prior understanding of machine learning is required. - Types of Machine Learning Chapter - Supervised Learning: Regression - Assumptions of Linear Regression, Dummy Variable Chapter - Supervised Learning: Classification...
$12.99
Advanced Machine Learning & Data Analysis Projects Bootcamp
by Mammoth Interactive- 4.4
20.5 hours on-demand video
Computational graphs consist of a network of connected nodes (often called neurons). In supervised learning, we show the model what the correct outputs are for a given set of inputs and the model alters the weights and biases of neurons to minimize the difference between its output and the correct answer....
$12.99
Blockchain and Cryptocurrency Explained
by Robert Dittmar , Andrew Wu- 4.7
Approx. 9 hours to complete
The sudden rise in the value of Bitcoin and other cryptocurrencies, and its subsequent decline, focused the world’s attention on cryptocurrencies as a means of payment. In this course, we first discuss the technical underpinnings of blockchain and review key concepts such as decentralization and consensus algorithms. Learning from a Case Examples of alternative consensus protocols: Proof-of-stake...