Search result for Data structures and algorithms Online Courses & Certifications
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Introduction to Neurohacking In R
by Dr. Elizabeth Sweeney , Ciprian M. Crainiceanu , John Muschelli III- 4.6
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Approx. 18 hours to complete
org/) and its associated package to perform manipulation, processing, and analysis of neuroimaging data. We discuss concepts such as inhomogeneity correction, image registration, and image visualization. Visualize and explore these images Structural MRI and R Neuroimaging: Formats and Visualization Data Structures and Operations Basic Data Manipulation Transformations and Smoothing Basic Data Manipulation with ANTsR...
Basic Recommender Systems
by Paolo Cremonesi- 3.9
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Approx. 12 hours to complete
The techniques described touch both collaborative and content-based approaches and include the most important algorithms used to provide recommendations. You'll learn how they work, how to use and how to evaluate them, pointing out benefits and limits of different recommender system alternatives. Course overview and welcome by the instructor...
Machine Learning and Data Science Hands-on with Python and R
by EDU CBA- 3.9
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72.5 hours on-demand video
This program is a comprehensive understanding of AI concepts and its application using Python and iPython. Machine learning is a scientific discipline that explores the construction and study of algorithms that can learn from data. Such algorithms operate by building a model from example inputs and using that to make predictions or decisions, rather than following strictly static program instructions....
$9.99
Machine Learning Fundamentals
by Sanjoy Dasgupta- 0.0
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10 Weeks
In this course, part of the Data Science MicroMasters program, you will learn a variety of supervised and unsupervised learning algorithms, and the theory behind those algorithms. Armed with the knowledge from this course, you will be able to analyze many different types of data and to build descriptive and predictive models....
$350
How to Win a Data Science Competition: Learn from Top Kagglers
by Dmitry Ulyanov , Alexander Guschin , Mikhail Trofimov , Dmitry Altukhov , Marios Michailidis- 4.7
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Approx. 54 hours to complete
If you want to break into competitive data science, then this course is for you! Participating in predictive modelling competitions can help you gain practical experience, improve and harness your data modelling skills in various domains such as credit, insurance, marketing, natural language processing, sales’ forecasting and computer vision to name a few....
Genomic Data Science and Clustering (Bioinformatics V)
by Pavel Pevzner , Phillip Compeau- 4.2
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Approx. 10 hours to complete
How did humans migrate out of Africa and spread around the world? In the first half of the course, we will introduce algorithms for clustering a group of objects into a collection of clusters based on their similarity, a classic problem in data science, and see how these algorithms can be applied to gene expression data....
Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud
by Reza Farivar , Roy H. Campbell- 4.3
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Approx. 20 hours to complete
In this second course we continue Cloud Computing Applications by exploring how the Cloud opens up data analytics of huge volumes of data that are static or streamed at high velocity and represent an enormous variety of information. We discuss eventual consistency, ACID, and BASE and the consensus algorithms used in data centers including Paxos and Zookeeper....
Learn Apache Solr with Big Data and Cloud Computing
by QScutter Tutorials- 3.1
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5 hours on-demand video
Apache Solr, Zookeeper, Clusters, Replication, Cloud, Big data, Search algorithms and Much More , Word, PDF) handling, and geospatial search. Solr is highly reliable, scalable and fault tolerant, providing distributed indexing, replication and load-balanced querying, automated failover and recovery, centralized configuration and more. You query it via HTTP GET and receive XML, JSON, CSV or binary results....
$13.99
Create and Lead an Ethical Data-Driven Organization
by Aaron Hui , Abhishek Gupta , Megan Smith Branch- 0.0
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Approx. 13 hours to complete
Creating and leading an ethical data-driven organization, when done successfully, is a cultural transformation for an organization. Navigating a cultural shift requires leadership buy in, resourcing, training, and support through creation of boards, policies, and governance. Create and Lead an Ethical Data-Driven Organization Course Introduction Building Data and AI Ethics Committees...
Big Data Analytics in Healthcare
by Jimeng Sun , David Joyner- 0.0
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Approx. 0
In this course, we introduce the characteristics of medical data and associated data mining challenges on dealing with such data. We cover various algorithms and systems for big data analytics. We focus on studying those big data techniques in the context of concrete healthcare analytic applications such as predictive modeling, computational phenotyping and patient similarity....
Free
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