Rookie's Research

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

Feature Extraction Techniques for Different NLP Applications

Alibek Jakupov

Dec 4, 20227 min read

Feature Extraction Techniques for Different NLP Applications

NLP (Natural Language Processing) is a discipline that focuses on the understanding, manipulation and generation of natural language by...

410 views0 comments

Feature Extraction from Text: Some Unusual Techniques

Alibek Jakupov

Nov 13, 202210 min read

Feature Extraction from Text: Some Unusual Techniques

It's common knowledge that feature extraction is more about art or craftsmanship than pure science, especially if we are talking about...

280 views0 comments

Natural Language Processing: when Natural doesn’t rhyme Green

Alibek Jakupov

Jan 22, 20229 min read

Natural Language Processing: when Natural doesn’t rhyme Green

Nowadays there is a lively debate on the issue of reducing the carbon footprint during the process of software development, especially...

107 views0 comments

What color is deception: 5 days experiment

Alibek Jakupov

Dec 31, 20214 min read

What color is deception: 5 days experiment

I've recently had a simple idea of colorizing deceptive reviews based on their sentiment. The principle was quite clear: analyze the ...

254 views5 comments

Content recommendation: ethics and responsible use

Alibek Jakupov

Sep 5, 20215 min read

Content recommendation: ethics and responsible use

We are all surrounded by intelligent recommender systems. When you listen your LoFi hip hop playlist on Spotify while studying, or read...

86 views0 comments

From surfing to diving: a new approach to scientific research

Alibek Jakupov

Aug 30, 20215 min read

From surfing to diving: a new approach to scientific research

We live in a world where there is more and more information, and less and less meaning. Jean Baudrillard Infoxication The term...

76 views0 comments

AI and ethics on Microsoft : personal experience

Alibek Jakupov

Jul 25, 20215 min read

AI and ethics on Microsoft : personal experience

As a data scientist, I can assure you that ethics should play a crucial role in every step and every iteration of the classical Machine...

98 views0 comments

Evolution of Machine Learning and Music : Grace and Beauty

Alibek Jakupov

May 19, 202133 min read

Evolution of Machine Learning and Music : Grace and Beauty

It all started with... It all started with statistical methods that were first discovered and then refined. The world then saw the...

297 views3 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

Securing Access from Databricks to ADLS: Session scoped Service principal

Alibek Jakupov

Mar 14, 20216 min read

Securing Access from Databricks to ADLS: Session scoped Service principal

At the end of the day, the goals are simple: safety and security. Jodi Rell There's an excellent document providing guidance and...

579 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

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

Alibek Jakupov

Jun 27, 20205 min read

Health and Safety during the Work

During the development of any project the following requirements should be carried out: 1. Safety requirements before work : No working...

37 views0 comments

Labor Safety and Industrial Ecology : Microclimate and Workplace Hazards

Alibek Jakupov

Jun 27, 20203 min read

Labor Safety and Industrial Ecology : Microclimate and Workplace Hazards

Introduction Occupational health and safety measures are an important item in the set of measures aimed at improving working conditions....

98 views0 comments

Smart Grids Data Processing Analysis [Conclusion]

Alibek Jakupov

Jun 27, 20204 min read

Smart Grids Data Processing Analysis [Conclusion]

Our research covered methods of information collection and analysis, communication protocols and features of technical implementation of...

32 views0 comments

Smart Grids Data Processing Analysis [Step 11]

Alibek Jakupov

Jun 20, 20205 min read

Smart Grids Data Processing Analysis [Step 11]

Suppliers of intelligent energy metering and control systems The largest suppliers of smart metering and control systems for electricity...

29 views0 comments

Smart Grids Data Processing Analysis [Step 10]

Alibek Jakupov

Jun 20, 20205 min read

Smart Grids Data Processing Analysis [Step 10]

Communication on dedicated power lines Systems on the PLC protocol exchange data on dedicated power lines. It is also possible to...

13 views0 comments

Smart Grids Data Processing Analysis [Step 9]

Alibek Jakupov

Jun 14, 20201 min read

Smart Grids Data Processing Analysis [Step 9]

Wireless communication networks In addition to standardized protocols for the implementation of wireless transmission, there are a number...

9 views0 comments

Smart Grids Data Processing Analysis [Step 8]

Alibek Jakupov

Jun 13, 20202 min read

Smart Grids Data Processing Analysis [Step 8]

Communication protocols in Smart Grids Among the protocols used to implement dispatching control within a power network, the CPQ working...

13 views0 comments