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Learn Collections online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
Microsoft
Use Packet Monitor to discover network components, filter traffic, collect counters and packets, validate evidence, and convert a bounded Windows Server capture.
MIT OpenCourseWare
This course introduces students to basic properties of structural materials and behavior of simple structural elements and systems through a series of experiments. Students learn experimental technique, data collection, reduction and analysis, and presentation of results. Students generally take th…
Delft University of Technology
A one-stop shop to get started on the key considerations about data for AI! Learn how crowdsourcing offers a viable means to leverage human intelligence at scale for data creation, enrichment and interpretation, demonstrating a great potential to improve both the performance of AI systems and their…
This collection also includes videos for educators interested in teaching project management through video game design. It contains educator interviews on topics related to teaching the iterative process, encouraging women to stay enrolled in the course, and curriculum development.
MIT OpenCourseWare
This course introduces the concepts, techniques, and devices used to measure engineering properties of materials. There is an emphasis on measurement of load-deformation characteristics and failure modes of both natural and fabricated materials. Weekly experiments include data collection, data anal…
A collection of programming project tutorials and ideas!
This collection includes videos for educators and students interested in assistive technology design.
IBM
Apply various data analysis and visualization skills and techniques you have learned by taking on the role of a data scientist working with real-world data sets.
MIT OpenCourseWare
This resource presents a collection of essays developed from the author’s experience teaching the course 12.800 Fluid Dynamics of the Atmosphere and Ocean, offered to graduate students entering the MIT/WHOI Joint Program in Oceanography. The collection includes the following three essays: Essay 1:…
Great Learning
Data Analytics is a collection of quantitative and qualitative methods for extracting useful information from datasets. This course will help you understand Exploratory data analysis and predict future outcomes using a case st…
Microsoft
Query, visualize, and act on application telemetry collected in Application Insights to detect failures, identify performance trends, and maintain operational visibility for AI solutions on Azure.
Johns Hopkins University
Developing insights about your organization, business, or research project depends on effective modeling and analysis of the data you collect. Building effective models requires understanding the different types of questions you can ask and how to map those questions to your data. Different modelin…
Microsoft
Identify and fix common schema design mistakes in Azure DocumentDB, including unbounded arrays, collection sprawl, unnecessary indexes, over-normalization, and case-sensitivity issues.
View the complete course: https://ocw.mit.edu/RES-3-002IAP17 Instructor: Kyle Keane, Andrew Ringler, Abhinav Gandhi, Mark Vrablic, MIT students This collection of videos provides featured moments of class demos and student project presentations in the MIT short course on Collaborative Design and Cr…
Rochester Institute of Technology
Learn the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.
Johns Hopkins University
In this course, you’ll learn to collect and care for the data gathered during your trial and how to prevent mistakes and errors through quality assurance practices. Clinical trials generate an enormous amount of data, so you and your team must plan carefully by choosing the right collection instrum…
University of California, Davis
As data collection has increased exponentially, so has the need for people skilled at using and interacting with data; to be able to think critically, and provide insights to make better decisions and optimize their businesses. This is a data scientist, “part mathematician, part computer scientist,…
Collection of interviews with and presentations by Salman Khan. Also a few other mentions of Khan Academy at other talks.
Microsoft
In this module, you learn how the Azure Monitor Agent can be deployed to IaaS VMs, how VM Insights can be used to monitor IaaS VM performance, and how to enable data collection rules to collect operating system and application logs.
