Search result for Science of learning Online Courses & Certifications
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Building a Data Science Team
by Jeff Leek, PhD , Brian Caffo, PhD , Roger D. Peng, PhD- 4.5
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Approx. 6 hours to complete
Data science is a team sport. As a data science executive it is your job to recruit, organize, and manage the team to success. This is a focused course designed to rapidly get you up to speed on the process of building and managing a data science team. What are the expected qualifications of different data science team members...
Introduction to Machine Learning
by Lawrence Carin , David Carlson , Timothy Dunn , Kevin Liang- 4.7
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Approx. 26 hours to complete
This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc. Interpretation of Logistic Regression Basics of Model Learning Example of Reinforcement Learning in Practice Extensions of Q Learning Limitations of Q Learning, and Introduction to Deep Q Learning...
On Being a Scientist
by Bas Haring , Frans van Lunteren- 4.4
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Approx. 19 hours to complete
This course is designed to inform you on topics as scientific integrity and social responsibilities of scientists. Broad questions, which are inseparably linked to these topics are discussed: namely regarding the nature of science and the societal role it fulfills. 2) Have a realistic image of science and scientists. What is your learning path?...
Agile Analytics
by Alex Cowan- 4.8
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Approx. 15 hours to complete
In this course, developed at the Darden School of Business at the University of Virginia, you'll learn how to build a strong analytics infrastructure for your team, integrating it with the core of your drive to value. Interview: Laura Klein on Practice of Lean UX Interview: Casey Lichtendahl: Closer Look at the Work of Data Science...
Teaching Impacts of Technology: Relationships
by Beth Simon- 0.0
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Approx. 11 hours to complete
In terms of CSTA K-12 computer science standards, we’ll primarily cover learning objectives within the “impacts of computing” concept, while also including some within the “networks and the Internet” concepts and the “data and analysis” concept. This is part of a specialization Explore Your Circles of Friends (and tell us about it) Impacts of Computing and Supporting Interactive Learning...
Overview of Advanced Methods of Reinforcement Learning in Finance
by Igor Halperin- 3.8
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Approx. 13 hours to complete
In the last course of our specialization, Overview of Advanced Methods of Reinforcement Learning in Finance, we will take a deeper look into topics discussed in our third course, Reinforcement Learning in Finance. Finally, we will overview trending and potential applications of Reinforcement Learning for high-frequency trading, cryptocurrencies, peer-to-peer lending, and more. Risk as a Science of Fluctuation...
Data Science Fundamentals For Beginners
by VIEH Group- 3.1
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1.5 hours on-demand video
First of all this is complete Data Science Fundamental Course. Data Science is one of the most promising technology right now. Most of the businesses today are using Data Science to add value to their business operations and increase customer satisfaction and retention. Basics of Data Science Understanding Machine Learning Vs Data Science Components of Data Science...
$12.99
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How Computers Work
by Dr Marco Gillies- 4.6
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Approx. 10 hours to complete
Computer Science is the science of computers, it is the field of knowledge that experts use to understand computer systems. Knowing a little computer science will help you understand the computers all around you. 1 What is computer science and how can it help us? 1 The deep secret of computer science 4 Further Learning...
Data Science in Real Life
by Brian Caffo, PhD , Jeff Leek, PhD , Roger D. Peng, PhD- 4.4
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Approx. 7 hours to complete
Have you ever had the perfect data science experience? This is a focused course designed to rapidly get you up to speed on doing data science in real life. 1, Describe the “perfect” data science experience Get a glimpse into a day in the life of a data analysis manager. Contrasting machine learning versus classical statistical inference...
Introduction to Applied Machine Learning
by Anna Koop- 4.7
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Approx. 7 hours to complete
By the end of the course, you will be able to clearly define a machine learning problem using two approaches. This is the first course of the Applied Machine Learning Specialization brought to you by Coursera and the Alberta Machine Intelligence Institute. The Machine Learning Process The Three Kinds of Machine Learning...
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