Search result for Examples of supervised learning Online Courses & Certifications
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Introduction to Galois Theory
by Ekaterina Amerik- 4.3
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Approx. 27 hours to complete
A very beautiful classical theory on field extensions of a certain type (Galois extensions) initiated by Galois in the 19th century. 1 Structure of finite K-algebras, examples (cont'd) First examples (polynomials of degree 2 and 3. Roots of unity: cyclotomic polynomials 6 Irreducibility of cyclotomic polynomial. Examples of equations not solvable by radicals....
New Models of Business in Society
by R. Edward Freeman- 4.7
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Approx. 5 hours to complete
In this course, developed at the Darden School of Business at the University of Virginia and taught by top-ranked faculty, we will be discussing the emergence of a new story about business. The Shades of Green Argument The Challenges of Environmentalism Corporate Responsibility, Philanthropy and Building Sustainable Value: The Role of Capitalism in Society Examples of Creating Value for Stakeholders...
Summary Statistics in Public Health
by John McGready, PhD, MS- 4.8
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Approx. 15 hours to complete
Biostatistics is the application of statistical reasoning to the life sciences, and it is the key to unlocking the data gathered by researchers and the evidence presented in the scientific literature. In this course, we'll focus on the use of statistical measurement methods within the world of public health research. Additional Examples...
2021 Python for Machine Learning & Data Science Masterclass
by Jose Portilla- 4.7
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44 hours on-demand video
We cover advanced machine learning algorithms that most other courses don't! Including advanced regularization methods and state of the art unsupervised learning methods, such as DBSCAN. Full understanding of Matplotlib Programming Library Create supervised machine learning algorithms to predict classes. Construct a modern portfolio of data science and machine learning resume projects....
$14.99
Providing Social, Emotional, Behavioral, and Special Education Services in School
by Eve Kutchman , Lauren Welch , Karen Hecker , Daniel Nicklas- 4.8
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Approx. 12 hours to complete
In this course, you will learn about how social-emotional skills, mental health, and learning are related. We will focus on how schools can support social-emotional learning and promote mental health for all students. Overview of Health and Learning Mental Health and Learning Multi-Tiered Systems of Support (MTSS) Mental Health and Learning Health and Learning Assessment...
Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
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Approx. 20 hours to complete
This third course within the Certified Artificial Intelligence Practitioner (CAIP) professional certificate introduces you to some of the major machine learning algorithms that are used to solve the two most common supervised problems: regression and classification, and one of the most common unsupervised problems: clustering. Linear Regression in Machine Learning Coefficient of Determination...
Machine Learning and Data Mining with Weka - For Beginners
by Shadi Oweda- 4.2
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2 hours on-demand video
This introductory course will help make your machine learning journey easy and pleasant , you will be learning by using the powerful Weka open source machine learning software, developed in New Zealand by the University of Waikato. Difference between Supervised & Unsupervised Machine Learning methods...
$11.99
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Cryptography: Boolean functions and related problems
by Kutsenko Aleksandr , Anastasiya Gorodilova , Natalia Tokareva , Stjepan Picek , George Pintus- 4.3
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Approx. 5 hours to complete
The course invites you to learn more about cryptography; you'll learn some important math which stands behind the ciphers, and defines how resistant the particular cipher will be to different types of attacks. The beginning of the Russian cryptography Machine learning and side-channel attack Algebraic normal form of a bent function Examples of using...
Specialized Models: Time Series and Survival Analysis
by Mark J Grover , Miguel Maldonado- 4.5
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Approx. 11 hours to complete
Identify types of problems suitable for survival analysis To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Supervised Machine Learning, Unsupervised Machine Learning, Probability, and Statistics. End of Module Quiz...
Artificial Intelligence #4:SVM & Logistic Classifier methods
by Sobhan N.- 3.1
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2 hours on-demand video
In machine learning, Support Vector Machines (SVM) are supervised learning models with associated learning algorithms that analyze data used for classification and regression analysis. An SVM model is a representation of the examples as points in space, mapped so that the examples of the separate categories are divided by a clear gap that is as wide as possible....
$12.99
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