Rookie's Tips and Tricks

Deploy a Gradio app on Azure using a Python Azure App Service

Alibek Jakupov

Apr 225 min read

Deploy a Gradio app on Azure using a Python Azure App Service

Gradio is an open-source Python package that lets you easily build a demo or web app for your machine learning model, API, or any Python...

411 views0 comments

Using OpenAI with Azure Managed Identities

Alibek Jakupov

Mar 195 min read

Using OpenAI with Azure Managed Identities

Azure OpenAI Service offers REST API access to OpenAI's powerful language models such as the GPT-4, GPT-4 Turbo with Vision,...

526 views0 comments

Analyzing different sides of a 3D object with Azure Functions and Azure OpenAI

Alibek Jakupov

Mar 137 min read

Analyzing different sides of a 3D object with Azure Functions and Azure OpenAI

GPT-4 Turbo with Vision represents an advanced leap in multimodal technology, expertly crafted by OpenAI. This cutting-edge Large...

102 views0 comments

Azure Machine Learning with GitHub Actions : Tips and Tricks

Alibek Jakupov

Jun 14, 20237 min read

Azure Machine Learning with GitHub Actions : Tips and Tricks

There's an excellent guide available on Microsoft Docs, which details the process of establishing a Continuous Integration and Continuous...

178 views0 comments

Azure Custom Question Answering : Personal Experience

Alibek Jakupov

May 24, 20235 min read

Azure Custom Question Answering : Personal Experience

Azure question answering is a cloud-based solution that uses Natural Language Processing (NLP) to enable a conversational layer over your...

477 views0 comments

Azure Custom Neural Voice: Tips and Tricks

Alibek Jakupov

May 7, 20234 min read

Azure Custom Neural Voice: Tips and Tricks

Custom Neural Voice (CNV) is a part of Azure Cognitive Services that lets you create a customized, synthetic voice for your applications....

340 views0 comments

Power Automate : Convert PDF to Text with Python

Alibek Jakupov

Feb 10, 20234 min read

Power Automate : Convert PDF to Text with Python

Power Automate is an online workflow service that automates actions in the most common applications and services. For example, you can...

1,140 views0 comments

Power BI : Partially Colorize Line Charts

Alibek Jakupov

Jan 4, 20233 min read

Power BI : Partially Colorize Line Charts

Power BI is an interactive data visualization software product developed by Microsoft with a primary focus on business intelligence.It is...

372 views0 comments

Azure Text to Speech with Python without SDK

Alibek Jakupov

Nov 1, 20225 min read

Azure Text to Speech with Python without SDK

Did you know that your applications, tools, or devices can turn text into human-sounding synthetic speech by using the Azure...

2,237 views0 comments

Run Azure ML Pipelines with Azure Functions

Alibek Jakupov

Aug 24, 20224 min read

Run Azure ML Pipelines with Azure Functions

The lifespan of a machine learning project can be accelerated and managed using Azure Machine Learning, a cloud service. Professionals in...

1,181 views1 comment

Microsoft Computer Vision Recipes: Tips and Tricks

Alibek Jakupov

Aug 19, 20227 min read

Microsoft Computer Vision Recipes: Tips and Tricks

There's an excellent repository on the internet providing examples and best practice guidelines for building computer vision (CV)...

169 views1 comment

Azure Functions : install PyTorch and Tensorflow

Alibek Jakupov

Jun 16, 20225 min read

Azure Functions : install PyTorch and Tensorflow

Many of you have already had the opportunity to use Azure Functions. Azure Functions is an on-demand cloud service that provides all the...

2,550 views0 comments

Alibek Jakupov

Jul 24, 20213 min read

Python pandas: flatten headers

In this short blog post we are going to see how to flatten your pandas dataframe after aggregation operation. Why flatten your columns?...

1,295 views0 comments

Create your own Covid-19 assistant with Azure Q&A maker

Alibek Jakupov

May 17, 20213 min read

Create your own Covid-19 assistant with Azure Q&A maker

Who can be vaccinated now? How many confirmed cases of Covid-19 are there in France and around the world? What measures should employers...

84 views0 comments

Azure ML inference pipelines with clustering models

Alibek Jakupov

May 16, 20219 min read

Azure ML inference pipelines with clustering models

Clustering is a form of machine learning in which related objects are grouped together based on their characteristics. It is an example...

2,229 views0 comments

Sentence Transformers on Databricks: Tips and Tricks

Alibek Jakupov

May 6, 20214 min read

Sentence Transformers on Databricks: Tips and Tricks

What is Sentence Transformers? Sentence Transformers are Multilingual Sentence, Paragraph, and Image Embeddings using BERT & Co. These...

2,787 views0 comments

Azure Text Analytics with Databricks: Fast and Furious

Alibek Jakupov

Feb 28, 20213 min read

Azure Text Analytics with Databricks: Fast and Furious

Azure Text Analytics is an AI service that uncovers insights such as sentiment, entities, relations and key phrases in unstructured text....

595 views0 comments

Computer Vision Data Augmentation: Code Sample

Alibek Jakupov

Feb 14, 20214 min read

Computer Vision Data Augmentation: Code Sample

I've been recently using Azure Custom Vision for training an image classifier and exporting a trainied model in a tensorflow format. With...

276 views0 comments

Azure Machine Learning : Pricing details

Alibek Jakupov

Feb 6, 20212 min read

Azure Machine Learning : Pricing details

There are many references explaining how to train a model on Azure Machine Learning. There're also plenty of documents demonstrating how...

795 views0 comments

Rookie's research: how Scinan helps in learning

Alibek Jakupov

Jan 1, 20213 min read

Rookie's research: how Scinan helps in learning

Recently I've started my PhD research in NLP, with focus in the analysis of deceptive language on the Internet. This usually takes the...

127 views0 comments