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Image Understanding with TensorFlow on GCP
by Google Cloud Training- 4.6
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Approx. 12 hours to complete
This is the third course of the Advanced Machine Learning on GCP specialization. Prerequisites: Basic SQL, familiarity with Python and TensorFlow Linear and DNN Models Lab Intro: Training with Pre-built ML Models using Cloud Vision API and AutoML Lab Solution: Training with Pre-built ML Models using Cloud Vision API and AutoML...
Water Supply and Sanitation Policy in Developing Countries Part 1: Understanding Complex Problems
by Prof Dale Whittington , Dr Duncan Thomas- 4.7
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Approx. 26 hours to complete
Our course explores what can be done to solve the complex problem that half a billion people worldwide do not have improved water supplies and two billion do not have improved sanitation. Development Paths for Water and Sanitation Services 0: Possible Solutions to the Water Development Paths Exercise 1: A Historical Development Path – UK, London and Manchester...
Unravelling solutions for Future Food problems
by Prof. dr. Denise de Ridder , Prof. dr. Marca Wauben , Prof. dr. Rens Voesenek- 4.6
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Approx. 15 hours to complete
Our society depends on the availability of food and accessibility to it. According to the United Nations nearly 800 million people are hungry and on the other hand, over 650 million people are obese. Shortage and production in context Control of disease and spoilage in plants Gastrointestinal development and function GIT development and function...
Natural Language Processing with Classification and Vector Spaces
by Younes Bensouda Mourri , Łukasz Kaiser , Eddy Shyu- 4.6
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Approx. 31 hours to complete
In Course 1 of the Natural Language Processing Specialization, offered by deeplearning. a) Perform sentiment analysis of tweets using logistic regression and then naïve Bayes, Welcome to Course 1 Negative and Positive Frequencies Logistic Regression: Training Connect with your mentors and fellow learners on Slack! Logistic Regression: Training Probability and Bayes’ Rule...
Strategic Innovation: Managing Innovation Initiatives
by E. Geoffrey Love- 4.7
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Approx. 21 hours to complete
This course helps you develop a perspective on managing innovation. Other topics include leadership of new product development teams, planning and evaluation of innovation initiatives, and management of innovation across organizational boundaries, as happens with alliances or virtual firms. This course is part of Gies College of Business’ suite of online programs, including the iMBA and iMSM....
Open Source Software Development Methods
by Jerry Cooperstein- 4.6
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Approx. 6 hours to complete
The course aims to teach you how to work in open source projects productively and gain a lot of benefits from it, and really understand what the advantages are. You will learn about collaboration best practices, and how to encourage diversity in open source projects. OSS Licenses and Legal Issues Patents and Licenses...
Introduction to Psychology
by Paul Bloom- 4.8
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Approx. 15 hours to complete
What are the causes and cures of mental illness? This course tries to answer these questions and many others, providing a comprehensive overview of the scientific study of thought and behavior. About this course Stages of development Development and Language Big questions about development Explanations for development Development and language Humility and Optimism...
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Visual Perception for Self-Driving Cars
by Steven Waslander- 4.7
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Approx. 31 hours to complete
Welcome to Visual Perception for Self-Driving Cars, the third course in University of Toronto’s Self-Driving Cars Specialization. This course will introduce you to the main perception tasks in autonomous driving, static and dynamic object detection, and will survey common computer vision methods for robotic perception. Welcome to Course 3: Visual Perception for Self-Driving Cars...
Natural Language Processing with Probabilistic Models
by Younes Bensouda Mourri , Łukasz Kaiser , Eddy Shyu- 4.7
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Approx. 28 hours to complete
In Course 2 of the Natural Language Processing Specialization, offered by deeplearning. Łukasz Kaiser is a Staff Research Scientist at Google Brain and the co-author of Tensorflow, the Tensor2Tensor and Trax libraries, and the Transformer paper. Training a CBOW Model: Backpropagation and Gradient Descent Training a CBOW Model: Backpropagation and Gradient Descent...
Technology Leadership and Entrepreneurship
by Olga Shvetsova , Klaus Sailer , Oleg Rozhdestvenskiy , Olaf Hauer- 4.8
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Approx. 14 hours to complete
Based on the best competencies of the course partners from Germany, Russia and Korea, the student will not only be able to go through all stages of technology entrepreneurship development on their own but will also feel the peculiarities of the global project development in accordance with national approaches. Strategy development for technology entrepreneurship...
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