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Natural Language Processing
by Anna Potapenko , Alexey Zobnin , Anna Kozlova , Sergey Yudin , Зимовнов Андрей Вадимович- 4.4
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Approx. 32 hours to complete
Classical text mining...
Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
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Approx. 33 hours to complete
People apply Bayesian methods in many areas: from game development to drug discovery. They give superpowers to many machine learning algorithms: handling missing data, extracting much more information from small datasets. Bayesian methods also allow us to estimate uncertainty in predictions, which is a desirable feature for fields like medicine. Do you have technical problems?...
Strategy and Sustainability
by Mike Rosenberg- 4.6
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Approx. 16 hours to complete
Business and environmental sustainability are not natural bedfellows. Business is about making money. Sustainability is about protecting the planet. Business is measured in months and quarters. Sustainability often requires significant short term costs to secure a sometimes uncertain long-term benefit. To some activists, all executives are exploitative, selfish one percenters. To some executives, all activists are irresponsible, unyielding extremists....
Algorithms on Graphs
by Alexander S. Kulikov , Michael Levin , Daniel M Kane , Neil Rhodes- 4.7
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Approx. 55 hours to complete
If you have ever used a navigation service to find optimal route and estimate time to destination, you've used algorithms on graphs. In this course, you will first learn what a graph is and what are some of the most important properties. You will use these algorithms if you choose to work on our Fast Shortest Routes industrial capstone project....
Toxicology 21: Scientific Applications
by Lena Smirnova , Thomas Hartung- 4.7
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Approx. 96 hours to complete
Types of Tox21 Data and Data Mining of External Data Sources...
Plant Bioinformatics
by Nicholas James Provart- 4.8
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Approx. 14 hours to complete
The past 15 years have been exciting ones in plant biology. Hundreds of plant genomes have been sequenced, RNA-seq has enabled transcriptome-wide expression profiling, and a proliferation of "-seq"-based methods has permitted protein-protein and protein-DNA interactions to be determined cheaply and in a high-throughput manner. " Tools covered: Module 1: GENOMIC DBs / PRECOMPUTED GENE TREES / PROTEIN TOOLS....
Distributed Programming in Java
by Vivek Sarkar- 4.6
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Approx. 18 hours to complete
This course teaches learners (industry professionals and students) the fundamental concepts of Distributed Programming in the context of Java 8. Distributed programming enables developers to use multiple nodes in a data center to increase throughput and/or reduce latency of selected applications. Why take this course? The desired learning outcomes of this course are as follows:...
Biosphere 2 Science for the Future of Our Planet
by Kevin E. Bonine, PhD- 4.8
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Approx. 29 hours to complete
Are you ready to take an incredible journey around Planet Earth and beyond? In this course, you will delve into a world of innovative science and learn from a team of Biosphere 2 and University of Arizona researchers. Biosphere 2, an Icon of Possibilities Welcome to the Course Meet Joaquin Ruiz, Director of Biosphere 2...
Asian Environmental Humanities: Landscapes in Transition
by Andrea Riemenschnitter- 4.7
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Approx. 14 hours to complete
In this course, featuring many researchers from the University of Zurich and international institutions, we will introduce you to some of the most vibrant cultural trends addressing landscape appreciation, degradation, protection, and rehabilitation that currently circulate in the Asian hemisphere. You can follow the five modules of the course consecutively or just study the modules that interest you the most....
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