- NPTEL
- 12 weeks, 50 lectures
- Self-paced
- Free course
- Paid certificate
- Advanced
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Observability courses 239
Learn Observability online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
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University of Pennsylvania
A Crash Course in Causality: Inferring Causal Effects from Observational Data
4.7579 ratingsWe have all heard the phrase “correlation does not equal causation.” What, then, does equal causation? This course aims to answer that question and more! Over a period of 5 weeks, you will learn how causal effects are defined, what assumptions about your data and models are necessary, and how to im…
Partner
- Coursera
- 5 weeks of study, 3-5 hours per week
- Self-paced
- Paid · free trial
- Paid certificate
Microsoft
Manage and optimize AI agent investments on Azure
Managing and optimizing AI agent investments on Azure is now more streamlined and powerful with the built-in observability capabilities in Microsoft Foundry. These tools provide enterprise-grade observability, governance, and performance optimization capabilities essential for deploying intelligent…
- Microsoft Learn
- 35 minutes
- Self-paced
- Free course
- Free badge
- Intermediate
The Linux Foundation
Getting Started with OpenTelemetry (LFS148)
Learn to use OpenTelemetry to build and manage unified observability, skills increasingly important to IT …
- Linux Foundation
- Self-paced
- Free course
- Beginner
University of Virginia
Managing an Agile Team
4.71,385 ratingsWhile agile has become the de facto standard for managing digital innovation teams, many wonder if they’re doing it ‘right’. Twitter is full of jokes about how teams say they do agile but don’t ‘really’ do it. The reality is that getting the most out of agile is less about observing specific proced…
Partner
- Coursera
- 4 weeks of study, 2-5 hours/week
- Self-paced
- Paid · free trial
- Paid certificate
IBM
Application Security for Developers and DevOps Professionals
Covers Application Development, Network Security, Observability.
- Cognitive Class
- 17 hours
- Self-paced
- Free course
- Free badge
- Intermediate
- Cognitive Class
- 16 hours
- Self-paced
- Free course
- Free badge
- Beginner
Google Cloud
Logging and Monitoring in Google Cloud
4.7224 ratingsWelcome to the two-part course on Logging, Monitoring, and Observability in Google Cloud. The core operations tools in Google Cloud break down into two major categories. The operations-focused components and the application performance management tools. This course, Logging and Monitoring in Google…
Partner
- Coursera
- 3 weeks of study, 6-8 hours/week
- Self-paced
- Paid · free trial
- Paid certificate
Alison
Ship Stowage Handling - Timber and Container Cargo
4.812 ratingsOur lives are increasingly dependent on the logistics of products being exported and imported. Both utilize complex maritime transport technologies supported by standardized rules, regulations, procedures and techniques. These are due to its members’ and stakeholders’ observations from past behavio…
- Alison
- 4 hours
- Self-paced
- Free course
- Paid certificate
- Beginner
Great Learning
Time Series Analysis in R
4.5253 ratingsTime Series Analysis is a specific method of examining a sequence of collected data points over an interval of time. Time Series in R is used to observe how an object behaves over a certain period of time. Analysts record this data at consistent intervals to get accurate data points for the analysi…
- Great Learning Academy
- 5 hours
- Self-paced
- Free course
- Free certificate
- Intermediate
Udacity
Building AI Agents with LangGraph Course
5.013 ratingsThis course guides learners through the essentials of implementing intelligent agents using LangGraph. Learners will explore external tools and APIs, and learn how to integrate them effectively within their agents. Key lessons include interacting with databases and implementing LangGraph Database A…
Partner
- Udacity
- P2W
- Self-paced
- Paid course
- Intermediate
MIT Exploring Black Holes: General Relativity & Astrophysics
Study of physical effects in the vicinity of a black hole as a basis for understanding general relativity, astrophysics, and elements of cosmology. Extension to current developments in theory and observation. Energy and momentum in flat spacetime; the metric; curvature of spacetime near rotating an…
Video playlist
- YouTube
- 6 videos, 6.5 hours
- Self-paced
- Free video
MIT OpenCourseWare
Large-scale Flow Dynamics Lab
This course is a laboratory accompaniment to 12.803, Quasi-balanced Circulations in Oceans and Atmospheres. The subject includes analysis of observations of oceanic and atmospheric quasi-balanced flows, computational models, and rotating tank experiments. Student projects illustrate the basic princ…
- MIT
- Self-paced
- Free course
- Advanced
IBM
Monitoring and Observability for Development and DevOps
4.6110 ratingsApplication developers and DevOps professionals must ensure their app works at its best. However, these app may need help with bugs, slow speed, or subpar performance. Professionals need to monitor and observe its performance continually. Application monitoring involves identifying, measuring, and…
Partner
- Coursera
- 4 weeks of study, 3-5 hours/week
- Self-paced
- Paid · free trial
- Paid certificate
MIT OpenCourseWare
Introduction to Observational Physical Oceanography
Observational physical oceanography includes topics such as the physical description of the sea, the physical properties of seawater, methods and measurements, wind-driven ocean circulation, abyssal ocean circulation, boundary processes, and wave motions.
- MIT
- Self-paced
- Free course
- Advanced
Great Learning
Application of Classification Algorithms
4.8126 ratingsWhen a model must place new observations into the right category, a classification algorithms course gives that decision a clear structure. This free course walks through logistic regression, Naive Bayes, decision trees, random forests, KNN, SVM, preprocessing, and comparison parameters so beginner…
- Great Learning Academy
- 1.5 hours
- Self-paced
- Free course
- Free certificate
- Beginner
National Taiwan University
機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations
4.9939 ratingsMachine learning is the study that allows computers to adaptively improve their performance with experience accumulated from the data observed. Our two sister courses teach the most fundamental algorithmic, theoretical and practical tools that any user of machine learning needs to know. This first…
Partner
- Coursera
- 9.5 hours
- Self-paced
- Paid · free trial
- Paid certificate
MIT OpenCourseWare
Exploring Black Holes: General Relativity & Astrophysics
Study of physical effects in the vicinity of a black hole as a basis for understanding general relativity, astrophysics, and elements of cosmology. Extension to current developments in theory and observation. Energy and momentum in flat spacetime; the metric; curvature of spacetime near rotating an…
- MIT
- Self-paced
- Free course
- Advanced
Freshman Organic Chemistry with J. Michael McBride
This is the first semester in a two-semester introductory course focused on current theories of structure and mechanism in organic chemistry, their historical development, and their basis in experimental observation. The course is open to freshmen with excellent preparation in chemistry and physics…
Video playlist
- YouTube
- 37 videos, 30 hours
- Self-paced
- Free video
École Polytechnique
Quantum Optics 1 : Single Photons
4.8339 ratingsThis course gives you access to basic tools and concepts to understand research articles and books on modern quantum optics. You will learn about quantization of light, formalism to describe quantum states of light without any classical analogue, and observables allowing one to demonstrate typical…
Partner
- Coursera
- 7 weeks of study, 4-5 hours / week
- Self-paced
- Paid · free trial
- Paid certificate