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Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
by Laurence Moroney- 4.7
Approx. 30 hours to complete
This course is part of the upcoming Machine Learning in Tensorflow Specialization and will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. To develop a deeper understanding of how neural networks work, we recommend that you take the Deep Learning Specialization. A New Programming Paradigm...
Jazz Improvisation
by Gary Burton- 4.8
Approx. 15 hours to complete
Learn the basic concepts of improvisation from Gary Burton, one of the most renowned improvisers in the jazz world, including the mental, melodic, and harmonic processes that contribute to the instinctive skills that an improviser puts to use when taking a solo. Improvisation as a Language SELF ASSESSMENT: Improvisation as a Language...
Text Retrieval and Search Engines
by ChengXiang Zhai- 4.5
Approx. 31 hours to complete
Recent years have seen a dramatic growth of natural language text data, including web pages, news articles, scientific literature, emails, enterprise documents, and social media such as blog articles, forum posts, product reviews, and tweets. 1: Learning to Rank - Part 1 2: Learning to Rank - Part 2 3: Learning to Rank - Part 3...
Supply Chain Management: A Learning Perspective
by Bowon Kim- 4.7
Approx. 18 hours to complete
As a human being, we all consume products and/or services all the time. A supply chain is essentially a value chain. As our course title hints, we approach all of these issues from a learning perspective, which is dynamic in nature and emphasizes long-term capability building rather than short-term symptomatic problem solving....
Professionalism in an era of change
by Nicole Mastenbroek- 0.0
Approx. 27 hours to complete
At micro level a psychological perspective on changing work and a changing work environment of professionals is presented. 4 The clash between organisational and occupational logics: a practical example 2 Towards a new model of professionalism 3 Towards a new model of professionalism 5 Adapting to new demands: On promoting leadership in a large academic hospital...
The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats
by Eric Siegel- 4.8
Approx. 14 hours to complete
It's best to start with a holistic, business-oriented course on machine learning – no matter whether you’re more on the tech or the business side. In order to serve both types, this course goes further than typical machine learning courses, which cover only the technical foundations and core quantitative techniques. Growing a decision tree to combine variables...
Sequence Models
by Andrew NgTop Instructor , Kian KatanforooshTop Instructor , Younes Bensouda MourriTop Instructor- 4.8
Approx. 36 hours to complete
In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. Language Model and Sequence Generation Natural Language Processing & Word Embeddings Learning Word Embeddings Natural Language Processing & Word Embeddings...
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Natural Language Processing
by Anna Potapenko , Alexey Zobnin , Anna Kozlova , Sergey Yudin , Зимовнов Андрей Вадимович- 4.4
Approx. 32 hours to complete
This course covers a wide range of tasks in Natural Language Processing from basic to advanced: sentiment analysis, summarization, dialogue state tracking, to name a few. Throughout the lectures, we will aim at finding a balance between traditional and deep learning techniques in NLP and cover them in parallel. Language modeling and sequence tagging...
Data in Database
by Ming Zhao , Mohamed Sarwat- 3.7
Approx. 10 hours to complete
Understanding how to query a database to extract data will empower better analysis of large, complex datasets. Best Practices for Online Learning Relational Algebra: Query Language...
Programming Languages, Part B
by Dan GrossmanTop Instructor- 4.9
Approx. 17 hours to complete
[As described below, this is Part B of a 3-part course. The course uses the languages ML, Racket, and Ruby as vehicles for teaching the concepts, but the real intent is to teach enough about how any language “fits together” to make you more effective programming in any language -- and in learning new ones....