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Deep Learning for Business
by Jong-Moon Chung- 4.4
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Approx. 8 hours to complete
This course has three parts, where the first part focuses on DL and ML technology based future business strategy including details on new state-of-the-art products/services and open source DL software, which are the future enablers. This course was designed to help you build business strategies and enable you to conduct technical planning on new DL and ML services and products....
Introduction to Probability and Data with R
by Mine Çetinkaya-Rundel- 4.7
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Approx. 14 hours to complete
This course introduces you to sampling and exploring data, as well as basic probability theory and Bayes' rule. You will examine various types of sampling methods, and discuss how such methods can impact the scope of inference. The concepts and techniques in this course will serve as building blocks for the inference and modeling courses in the Specialization....
Exploratory Data Analysis for Machine Learning
by Mark J Grover , Miguel Maldonado- 4.6
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Approx. 8 hours to complete
This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. This course targets aspiring data scientists interested in acquiring hands-on experience with Machine Learning and Artificial Intelligence in a business setting. Introduction to Artificial Intelligence and Machine Learning Machine Learning and Deep Learning...
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. Deep Learning and Transfer Learning Transfer Learning and Fine-Tuning Limitations of Q Learning, and Introduction to Deep Q Learning Deep Q Learning Based on Images Connecting Deep Q Learning with Conventional Q Learning...
Meaningful Predictive Modeling
by Julian McAuley , Ilkay Altintas- 4.4
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Approx. 9 hours to complete
This course will help us to evaluate and compare the models we have developed in previous courses. By the end of this course you will be familiar with diagnostic techniques that allow you to evaluate and compare classifiers, as well as performance measures that can be used in different regression and classification scenarios....
Teach English Now! Teaching Language Online
by Emilia GraciaTop Instructor , Dr. Katharine Nielson- 4.7
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Approx. 13 hours to complete
This course uses a fun and interesting theme of "International Travel" to deliver content in an entertaining way. The course consists of a variety of videos and readings, followed by quizzes. Module 7: Challenges with Online Teaching and Learning Conduct a needs analysis, and create course objectives, content and lesson around the needs students...
Introduction to People Analytics
by Ilya Breyman , Alexey Dolinskiy- 4.3
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Approx. 13 hours to complete
This course is designed to provide you with an understanding of the role of data and technology in human capital management. In the course we use the 4Ts principle: Task, Theory, Technique and Technology so that there is always a connection to organizational performance objectives, an overview of underlying theories and principles, and specific tools which help achieve business objectives....
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Chinese Politics Part 1 – China and Political Science
by David Zweig- 4.8
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Approx. 17 hours to complete
This course offers a conceptual framework for understanding China that highlights the intersection of politics and economics. The course is a quite useful background for Chinese Politics Part 2 – China and the World. 2: Scenario 1: Political Development and Democratic Transition 3: Scenario 1: Further Forces for Political Development and Democratic Transition Final Exam and Course Evaluation...
Professionalism in an era of change
by Nicole Mastenbroek- 0.0
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Approx. 27 hours to complete
In this course we aim to provide you with an insight into how recent societal and technological developments have changed the work of professionals in a variety of professional domains and how this in turn affects professionalism. • how do norms and routines affect professionals and professional work? 5 Expertise development and knowledge dialectics...
Google Cloud Fundamentals for Azure Professionals: Core Infrastructure
by Google Cloud Training- 4.6
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Approx. 14 hours to complete
This course introduces you to important concepts and terminology for working with Google Cloud Platform (GCP). GCP regions and zones How Google Cloud differs from Azure: Regions and Zones Big Data and Machine Learning in the Cloud Introduction to Big Data and Machine Learning Big Data and Machine Learning Summary and Review...
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