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Wednesday, April 30th, 2025

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Walkthrough of Power BI Embedded (Embed Power BI in ISV application)

By Tsuyoshi Matsuzaki on 2017-07-14• ( 17 Comments )

In this post I show you a walkthrough of new Power BI embed flow for ISV with Power BI Premium or New Power BI Embedded in Azure. This new consistent model unlocks Power BI for ISV, and all Power BI capabilities can be supported.

Walkthrough of Azure Cosmos DB Graph (Gremlin)

By Tsuyoshi Matsuzaki on 2017-07-04• ( 2 Comments )

In this post I show you a walkthrough (tutorials and general tasks) of Graph database with Azure Cosmos DB Gremlin for your first use, and a little bit dive into the practical usage of the graph query.

Build your own Web API protected by Entra ID

By Tsuyoshi Matsuzaki on 2017-06-22• ( 34 Comments )

In this post I show you how to build your web api protected by Azure AD v2 endpoint with custom scopes. You can learn several OAuth scenarios and ideas through this post.

Analyze your data in Azure Data Lake with R (R extension)

By Tsuyoshi Matsuzaki on 2017-06-08• ( 7 Comments )

When you run your R with data in Azure Data Lake, you don’t need to move or download your data. Here I show you how to use R extensions in Azure Data Lake along with the real scenarios.

Easy image classification and image search with pre-trained model on R

By Tsuyoshi Matsuzaki on 2017-05-25• ( Leave a comment )

This post shows the R code of classifying images or matching (searching) similar images with MicrosoftML package. You can easily classify your real photo albums without labeling.

Trusted Application API (Skype for Business) – Messaging and Webhook (Callback)

By Tsuyoshi Matsuzaki on 2017-04-20• ( 6 Comments )

In this post, I describe the peer to peer instant messaging with new Trusted Application API (the server-side api of “Skype for Business Online”), and explain how to handle the incoming webhook callback.

Trusted Application API (Skype for Business) – Authentication and Online Meetings

By Tsuyoshi Matsuzaki on 2017-04-13• ( 9 Comments )

Here I show you what is and how to use the Trusted Application API in Skype for Business development platform with HTTP Flow and simple programming samples. (In this post, we focus on the authentication and handling the ad-hoc meetings.)

Anomaly Detection by One Class SVM

By Tsuyoshi Matsuzaki on 2017-04-03• ( Leave a comment )

In this post, I show you a brief introduction to one-class support vector machines (one class SVM) for anomaly (outlier) detection in Python code.

Analyze your text in R (MicrosoftML)

By Tsuyoshi Matsuzaki on 2017-03-18• ( 2 Comments )

This shows how you can analyze your text (text featurization) using MicrosoftML package in R with the simple sentiment analytics example.

Use Azure REST API without interactive Login UI (Service Principal in Azure)

By Tsuyoshi Matsuzaki on 2017-03-03• ( 9 Comments )

This post describes how to access Azure resource with certificate (without interactive login UI). When you create the backend service (like daemon) communicating with Azure resources, this flow can be used.

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Recent Posts

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Reinforcement Learning
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  • 01. DQN
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  • 03. Actor Critic
  • 04. PPO
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  • 06. SAC
Imitation Learning
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Language Processing
  • 01. Sparse Vector
  • 02. Dense Vector
  • 03. Word2Vec
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Diffusion Models
  • 01. VAE (preparation)
  • 02. DDPM
  • 03. SMLD (Score Matching)
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  • 05. Conditional diffusion models
  • 06. Classifier guidance
  • 07. Classifier-free guidance

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