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Ori Cohen
Ori Cohen

1.6K Followers

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Published in

Towards Data Science

·Pinned

The Machine & Deep Learning Compendium Open Book

A comprehensive resource for data scientists & ML engineers. — Nearly a year ago I announced the Machine & Deep Learning Compendium, which was a personal list of resources curated in a private google document. That document is now retired in favor of this new interface. I decided to share it as an educational tool in order to allow people…

Compendium

2 min read

The Machine & Deep Learning Compendium Open Book
The Machine & Deep Learning Compendium Open Book
Compendium

2 min read


Published in

Towards Data Science

·Pinned

The Last Machine & Deep-Learning Compendium You’ll Ever Need

A comprehensive resource on practically every topic for data science researchers — Edit: the compendium has its own website @ mlcompendium.com and the google doc is now fully retired in favor of the website. …

Towards Data Science

3 min read

The Last Machine & Deep-Learning Compendium You’ll Ever Need.
The Last Machine & Deep-Learning Compendium You’ll Ever Need.
Towards Data Science

3 min read


May 21

Understanding Scikit-LLM

Using LLMs as black box classifiers — I was curious to understand how Scikit-LLM works in practice. According to the repo’s author, Scikit-LLM integrates powerful language models like ChatGPT into Scikit-learn for enhanced text analysis tasks. Looking at the backend, it seems that it simply wraps zero-shot prompts for multi-class and multi-label classes. …

Llm

2 min read

Understanding Scikit-LLM
Understanding Scikit-LLM
Llm

2 min read


May 21

Understanding PandasAI

The simplicity of using an LLM for data understanding It seems that finding novel uses for LLMs is one of our community’s hobbies. Pandas-AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making data frames conversational. …

Llm

2 min read

Understanding PandasAI
Understanding PandasAI
Llm

2 min read


Apr 29

LLM Token Economy & Optimization

Prompt engineering’s hidden costs — Democratizing LLM and foundation models is probably one of the greatest achievements in the last few years. …

Llm

4 min read

LLM Token Economy & Optimization
LLM Token Economy & Optimization
Llm

4 min read


Published in

Product Coalition

·Apr 19

A Data Science Product Manager Skill Checklist

So you want to be a data science product manager? — Aspiring product managers (PMs) sooner or later would like to change career paths and move toward the data domain. However, there is a gap in knowledge and experience that needs to be bridged. …

Data Science

7 min read

A Data Science Product Manager Skill Checklist
A Data Science Product Manager Skill Checklist
Data Science

7 min read


Published in

Towards AI

·Mar 22

The Organizational Impact Of An ML Engineer

The intricate relationship between DS teams, ML engineering & production independence — These days the role of a Machine Learning Engineer (MLE) is becoming a necessity. Data science (DS) teams can’t operate independently and reach production without an MLE who practices MLOPs, i.e., without an MLE there is a good chance that DS teams will not be able to reach production. There…

Machine Learning

7 min read

The Organizational Impact Of An ML Engineer
The Organizational Impact Of An ML Engineer
Machine Learning

7 min read


Published in

Product Coalition

·Nov 9, 2022

Stop! Don’t Feature-Gate Machine Learning

Common problems that you will experience if your ML feature is not free — In many companies, where machine learning (ML) is not the core business, there is a tendency to place ML as gated features, i.e., features that are only accessible if you pay more for them, i.e., as a way to upsell a product. In this article, I will argue that ML…

Machine Learning

3 min read

Stop! Don’t  Feature-Gate Machine Learning Features
Stop! Don’t  Feature-Gate Machine Learning Features
Machine Learning

3 min read


Published in

Towards AI

·Oct 26, 2022

Setting Up Data Science Teams For Success

By providing data, product & ML engineering functions — It seems like every company wants to have its own data-science (DS) team in order to bring additional value in ways that can’t be achieved with traditional methods. In this short article, I’ll cover the three pillars of what a DS team needs in order to succeed & thrive (Figure…

Data

5 min read

Setting Up Data Science Teams For Success
Setting Up Data Science Teams For Success
Data

5 min read


Published in

Towards Data Science

·Apr 27, 2022

Monitor! Easy MLOps Model Monitoring With New Relic

An easy approach for monitoring your ML models — We all know by now that data & model monitoring is extremely important. Even if your production-ready model didn’t change, the data distribution may have and it had potentially affected your outputs, which directly influenced your users, and once this happened you potentially have a client-facing production problem. This article…

Monitoring

6 min read

Monitor! Easy MLOps Model Monitoring With New Relic
Monitor! Easy MLOps Model Monitoring With New Relic
Monitoring

6 min read

Ori Cohen

Ori Cohen

1.6K Followers

I hold a Ph.D. in CS. A Sr. Director of Data & Data Science at Justt.ai. https://bit.ly/33Xcdwy

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