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Wednesday, April 30th, 2025

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Backend (Daemon) App calling API protected by Entra ID

By Tsuyoshi Matsuzaki on 2016-10-07• ( 59 Comments )

Now the client credential authentication using application permissions is supported in the Azure AD v2.0 endpoint. This post explains how it works for developers.

Works with Row Level Security in Power BI and Power BI Embedded

By Tsuyoshi Matsuzaki on 2016-10-04• ( 2 Comments )

This post describes how to set-up and how to work for the Row-Level Security (RLS) in both Power BI and Power BI Embedded.

Build Your Custom Visuals in Power BI (Step-by-Step)

By Tsuyoshi Matsuzaki on 2016-09-27• ( 26 Comments )

In this blog post, I show you how to create your own custom visuals in Power BI. All you need is PC (or Mac), node.js, and Power BI service account.

Build BOT working with Authentication (Microsoft Bot Framework)

By Tsuyoshi Matsuzaki on 2016-09-06• ( 9 Comments )

In this post, I show you how to build and design the bot with the authentication process (integrating Office 365, Azure, etc), like “FreeBusy” bot or “AzureBot”.

Rich messages with Bot Service (Rich text, Image, Card, etc)

By Tsuyoshi Matsuzaki on 2016-08-31• ( 19 Comments )

This post shows the various rich and functional messages (how-to) using Microsoft Bot Framework.

BUILD BOT with Bot Framework Rest Api (Azure Bot Service)

By Tsuyoshi Matsuzaki on 2016-08-19• ( 28 Comments )

This blog post explains how to build your Bot (incl. Skype Bot) without SDK (using only HTTP). This shows how to provide and consume authorization info and rest (webhook) in Microsoft Bot Framework for any programming languages.
Note that the Skype bot development has moved to the Microsoft Bot Framework 3, and please use this.

Beginner’s guide for natural language understanding w/ Microsoft Cognitive Services

By Tsuyoshi Matsuzaki on 2016-07-28• ( 3 Comments )

This post describes about Linguistic Analysis API and Language Understanding Intelligent Service (LUIS) in Microsoft Cognitive Services for beginners. This post doesn’t explain the usage of APIs, but help you understand the clear point of each APIs.

How to use Power BI Embedded via REST

By Tsuyoshi Matsuzaki on 2016-07-20• ( 10 Comments )

This post explains the concepts and how-to of Power BI Embedded without SDKs (using only HTTP).

Build Your Skype Bot with OAuth and REST

By Tsuyoshi Matsuzaki on 2016-07-12• ( 24 Comments )

This blog post explains how to build your Skype Bot without SDK (using only HTTP). This shows how to provide and consume Authorization header, and how to call and receive the rest (webhook).

How to use Azure Storage without SDK

By Tsuyoshi Matsuzaki on 2016-07-06• ( 4 Comments )

This post shows how to create Authorization header for Azure Storage REST API call. This understanding (learning) is available for many other services, like Power BI Embedded, Azure DocumentDB, Azure Batch services, etc.

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Recent Posts

  • Reinforcement Learning for LLM Practitioners
  • Custom Metrics for Evaluation in LLM (Azure AI Studio)
  • Improve accuracy for vision tasks with OCR assisted in multimodal models
  • Improve AI Safety in LLM Apps – Prompt example, Red teaming, etc
  • Implement Model Parallelism in LLMs
Reinforcement Learning
  • 00. Q-Learning
  • 01. DQN
  • 02. Policy Gradient
  • 03. Actor Critic
  • 04. PPO
  • 05. DDPG
  • 06. SAC
Imitation Learning
  • 01. Behavior Cloning
  • 02. DAgger
  • 03. Max Entropy IRL
  • 04. MCE IRL
  • 05. Relative Entropy IRL
  • 06. GAIL
Language Processing
  • 01. Sparse Vector
  • 02. Dense Vector
  • 03. Word2Vec
  • 04. N-Gram (CNN)
  • 05. Language Model – Basic
  • 06. Language Model – RNN
  • 07. Encoder-Decoder
  • 08. Attention
  • 09. Transformer
Diffusion Models
  • 01. VAE (preparation)
  • 02. DDPM
  • 03. SMLD (Score Matching)
  • 04. Score-based model with SDE
  • 05. Conditional diffusion models
  • 06. Classifier guidance
  • 07. Classifier-free guidance

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