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Alex Honchar
Alex Honchar

10.4K Followers

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Published in

Neurons Lab

·Jun 16

How to compete when you can copy an AI startup with Whisper and ChatGPT in 3 minutes?

Hey there! So, I recently recorded a YouTube video where I shared some exciting moments from a conference I attended. One of the startups I encountered really caught my attention. It had this amazing AI-powered solution that could help our company’s hiring process. It got me thinking about how…

Artificial Intelligence

6 min read

How to compete when you can copy an AI startup with Whisper and ChatGPT in 3 minutes?
How to compete when you can copy an AI startup with Whisper and ChatGPT in 3 minutes?
Artificial Intelligence

6 min read


Published in

Neurons Lab

·Jun 10

Multi-step multi-PDF Q&A system with LLMs and Langchain

Yes, this is yet another LLM tutorial. Hopefully, slightly more useful — Hello folks! The topic of this particular blog post will not be unique at the moment of writing. There are already many YouTube videos, articles, and Twitter threads that describe this idea of talking to PDFs. There are chat…

Artificial Intelligence

5 min read

Multi-step multi-PDF Q&A system with LLMs and Langchain
Multi-step multi-PDF Q&A system with LLMs and Langchain
Artificial Intelligence

5 min read


Dec 17, 2021

Anti-Data-Science: applying Taleb’s barbell in the AI world [2/2]

In the previous article, we started to apply the concept of Taleb’s barbell to the AI projects, trying to differentiate between stable and conservative AI applications and risky yet much more rewarding ones. We have looked only at the first group through the business model (and realized that it’s linear…

Artificial Intelligence

6 min read

Anti-Data-Science: applying Taleb’s barbell in the AI world [2/2]
Anti-Data-Science: applying Taleb’s barbell in the AI world [2/2]
Artificial Intelligence

6 min read


Dec 17, 2021

Anti-Data-Science: applying Taleb’s barbell in the AI world [1/2]

As a hands-on AI/ML professional and entrepreneur in this field, I hear from industry colleagues and my clients a continuous mantra about “we need more data, otherwise we can’t use AI to solve this problem / launch this feature / improve this process” Big players in the field are supporting…

Artificial Intelligence

6 min read

Anti-Data-Science: applying Taleb’s barbell in the AI world [1/2]
Anti-Data-Science: applying Taleb’s barbell in the AI world [1/2]
Artificial Intelligence

6 min read


Published in

Geek Culture

·May 27, 2021

First steps before applying reinforcement learning for trading

Can you trade a cosine wave before the real markets? — There are many methodologies in algorithmic trading — from automated trade entry and close points based on technical and fundamental indicators to intelligent forecasts and decision making using complex maths and, of course, artificial intelligence. …

Machine Learning

9 min read

First steps before applying reinforcement learning for trading
First steps before applying reinforcement learning for trading
Machine Learning

9 min read


Published in

Towards Data Science

·Mar 1, 2021

What I have learned from teaching Data Science at the University of Verona

How to learn in the age of commoditized knowledge and commercialized research — Half a year ago I have agreed on a small adventure for myself. My university professor and thesis supervisor Luca di Persio offered me to join a teaching squad at a brand-new Data Science faculty at the University of Verona, my second alma mater. …

Data Science

9 min read

What I have learned from teaching at Data Science faculty at the University
What I have learned from teaching at Data Science faculty at the University
Data Science

9 min read


Published in

Towards Data Science

·Feb 19, 2021

Freelance data scientist? Forget about “2021 study guides” once and for all

Strategies and tactics for independent experts — Remote work is a new normal today. The first months of “freedom” from the office were pretty fun but that job stays the job: dependent on a fixed salary / hourly rate, limited opportunities, risks of losing a warm place. Lots of us have tried to go solo, finding customers…

Data Science

8 min read

Freelance data scientist? Forget about “2021 study guides” once and for all
Freelance data scientist? Forget about “2021 study guides” once and for all
Data Science

8 min read


Published in

Towards Data Science

·Jan 26, 2021

Checklist for AI product managers to get the most from the design sprints

How to satisfy all stakeholders with a great product — Making buzzwords as “digitalization”, “innovation” and “big data” into the alive and profitable product is hard. And usually, it’s not the technology itself that fails, but the alignment between owners, managers, clients, employees, and sometimes the society. …

Artificial Intelligence

8 min read

Checklist for AI product managers to get the most from the design sprints
Checklist for AI product managers to get the most from the design sprints
Artificial Intelligence

8 min read


Published in

Towards Data Science

·Jan 15, 2021

From high-school physics to GANs: essentials for mastering generative machine learning [2/2]

In the previous article, we have built experiments where we have learned how to approximate physical laws models with machine learning algorithms, which was a preamble for a “real” data generation process. …

Artificial Intelligence

8 min read

From high-school physics to GANs: essentials for mastering generative machine learning [2/2]
From high-school physics to GANs: essentials for mastering generative machine learning [2/2]
Artificial Intelligence

8 min read


Published in

Towards Data Science

·Jan 15, 2021

From high-school physics to GANs: essentials for mastering generative machine learning [1/2]

GANs and other generative machine learning algorithms are still hyped and work fantastically with images, texts, and sounds. They’re able not only to generate data for fun but solve important theoretical issues and boost production ML pipelines. Unfortunately, typical today’s practical use case is limited to “fine-tune pre-trained StyleGAN2 for…

Artificial Intelligence

7 min read

From high-school physics to GANs: essentials for mastering generative machine learning [1/2]
From high-school physics to GANs: essentials for mastering generative machine learning [1/2]
Artificial Intelligence

7 min read

Alex Honchar

Alex Honchar

10.4K Followers

Partner at Neurons Lab https://neurons-lab.medium.com/

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