Video: Introduction to Machine Learning
This 30 minutes video features my interview about the upcoming course “Intuitive Machine Learning”, based on my new book with the same title. Hosted by… Read More »Video: Introduction to Machine Learning
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Machine Learning
Knowledge graphs are network graphs that link related concepts and properties together to create a form of inferencing engine, with knowledge engineering being the programming aspect of graph usage. Explore how knowledge graphs are created and queried, how they are used as part of a broader form of enterprise metadata management, and how they tie into ML and the IoT.
Technical Debt In Machine Learning System – A Model Driven Perspective
The aphorism acknowledges that models of our knowledge always fall short of the complexities of reality but can still be useful nonetheless. With this model background, let us delve into this article focusing on specific technical debt in Machine Learning System development.
15 Data Issues and How to Fix Them – Second Part
In the first part here, I discussed missing, outdated and unobserved data, data that is costly to produce, as well as dirty, unbalanced and unstructured… Read More »15 Data Issues and How to Fix Them – Second Part
How to Make Black-box Systems more Transparent
This article is intended to users relying on machine learning solutions offered by third party vendors. It applies to platforms, dashboards, traditional software, or even external pieces of code that are too time consuming to modify. One of the goals is to turn such systems into explainable AI.
A Model For Technical Debt In Machine Learning Systems
Technical Debt describes what results when development teams take conscious actions to expedite the delivery of a piece of functionality or a project which later needs to be remediated via refactoring.
Top 10 Projects for Data Science and Machine Learning
Building machine learning projects can give you a much more comprehensive education about how they work.
Enriching Customer Service Using Sentiment Analysis
As this century progresses, businesses are discovering that the most incredible way to gain the best customer service is to know them deeply. With AI… Read More »Enriching Customer Service Using Sentiment Analysis
How Annotations Can Transform AI Training Data
With a variety of businesses integrating AI technology and machine learning models into their business practices, AI has become less of a novelty and more… Read More »How Annotations Can Transform AI Training Data
Features of IIoT (Industrial Internet of Things) Seamless Connectivity and Data Acquisition
Executing Industrial Internet of Things (IIoT) solutions is vital as the most competitive global manufacturing companies are becoming digital enterprises. Industrial Internet of Things (IIoT)… Read More »Features of IIoT (Industrial Internet of Things) Seamless Connectivity and Data Acquisition
Education Trends 2022: Data Science in schools
Data Science is a growing field that has emerged in many key areas of our world. Data Science has become a global phenomenon and has… Read More »Education Trends 2022: Data Science in schools