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Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
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Approx. 33 hours to complete
In six weeks we will discuss the basics of Bayesian methods: from how to define a probabilistic model to how to make predictions from it. We will see how one can automate this workflow and how to speed it up using some advanced techniques. Introduction to Bayesian methods & Conjugate priors How to define a model...
Introduction to Machine Learning
by Lawrence Carin , David Carlson , Timothy Dunn , Kevin Liang- 4.7
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Approx. 26 hours to complete
) as well as demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction. How the Model Learns How Do We Learn Our Network? More Details on How to Learn Model Parameters Limitations of Q Learning, and Introduction to Deep Q Learning...
Learning How to Learn: Powerful mental tools to help you master tough subjects
by Barbara OakleyTop Instructor , Dr. Terrence SejnowskiTop Instructor- 4.8
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Approx. 15 hours to complete
We’ll learn about how the brain uses two very different learning modes and how it encapsulates (“chunks”) information. (Learning How to Learn is more learning-focused, and Mindshift is more career-focused. How to Form a Chunk - Part 1 How to Form a Chunk - Part 2 How to Become a Better Learner...
Introduction to Social Media Marketing
by Anke AudenaertTop Instructor- 4.9
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Approx. 15 hours to complete
You’ll learn how to select a social media channel that fits your needs, set goals and success metrics, and determine who your target audience is. • Choose the right social media platforms and learn how to create social media policies Choose the right social media platforms and learn how to create social media policies...
Business intelligence and data warehousing
by María del Pilar Ángeles- 3.9
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Approx. 10 hours to complete
Welcome to the specialization course Business Intelligence and Data Warehousing. This course will be completed on six weeks, it will be supported with videos and various documents that will allow you to learn in a very simple way how to identify, design and develop analytical information systems, such as Business Intelligence with a descriptive analysis on data warehouses....
Fundamentals of Reinforcement Learning
by Martha White , Adam White- 4.8
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Approx. 15 hours to complete
This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts with the world. - Know how to implement dynamic programming as an efficient solution approach to an industrial control problem Know how to implement dynamic programming as an efficient solution approach to an industrial control problem...
Spanish Vocabulary: Careers and Social Events
by Dr. Robert Blake- 4.8
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Approx. 18 hours to complete
¡Hola! This fourth course will introduce new vocabularies in the areas of dining, fashion, professions and careers and will bring you ever closer to the 500 word threshold for beginning Spanish. Lexical Expressions Related to Going Out in Public How to be Successful in this Course Introduction to Vocabulario Introduction to Gramática...
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Machine Learning Algorithms: Supervised Learning Tip to Tail
by Anna Koop- 4.7
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Approx. 9 hours to complete
Learners will understand and implement supervised learning techniques on real case studies to analyze business case scenarios where decision trees, k-nearest neighbours and support vector machines are optimally used. Learners will also gain skills to contrast the practical consequences of different data preparation steps and describe common production issues in applied ML....
Writing Professional Email and Memos (Project-Centered Course)
by Tamara Michele Powell , Tiffani Kristine Reardon- 4.3
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Approx. 20 hours to complete
You will learn about appropriate email/memo formats, common ways to organize email/memo contents, common email/memo routing protocols, and expectations upon writers in professional environments. How to Write a Formal Email How to Start an Email How to submit a memo/email for peer review How to Get Busy People to Read Your Emails...
Introduction to Automated Analysis
by Mike , Kevin Wendt- 4.1
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Approx. 19 hours to complete
We expect that you have some familiarity with the Software development Life-Cycle, an understanding of the fundamentals of software testing, similar to what is covered in the Introduction to Software Testing and Black-box and White-Box Testing Courses. Introduction to Automated Analysis Introduction to Automated Analysis Introduction to Automated Analysis Using Generators to Create Complex Inputs in junit-quickcheck...
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