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Temporal-Difference Learning and the importance of exploration: An illustrated guide

/ 23.09.2023

Comparing model-free and model-based RL methods on a dynamic grid world Photo by Saffu on Unsplash Recently, Reinforcement Learning (RL) algorithms have received a lot of traction by solving research problems such as protein folding, reaching a superhuman level in drone racing, or even integrating human feedback in your favorite chatbots. Indeed,...

A Taxonomy of Natural Language Processing

/ 23.09.2023

An overview of different fields of study and recent developments in NLP NLP taxonomy. Image by author. This post is based on our RANLP 2023 paper “Exploring the Landscape of Natural Language Processing Research”. You can read more details there. Introduction As an efficient approach to understand, generate, and process natural language texts,...

From Hacks to Harmony: Structuring Product Rules in Recommendations

/ 23.09.2023

Don’t let heuristics undermine your ML, learn to combine them In today’s data-driven landscape, recommendation systems power everything from social media feeds to e-commerce. While it’s tempting to think that machine learning algorithms do all the heavy lifting, that’s only half the story. Real-world systems often rely on a mix of...

Creating and Publishing Your Own Python Package for Absolute Beginners

/ 23.09.2023

Create, build an publish a Python Package in 5 minutes Continue reading on Towards Data Science »

Organizational Processes for Machine Learning Risk Management

/ 23.09.2023

Organizational processes are a key nontechnical determinant of reliability in ML systems. Continue reading on Towards Data Science »

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Entrepreneurial AI Ecosystem

Collaborative AI Development

Mentorship & Networking

Start-up Showcase

Resource Library

Q&A Sessions

Marketplace

AI Tool Integration

Feedback & Prototype Testing

Events & Workshops Calendar

Job & Opportunity Board

Computer Vision

Natural Language Processing

Audio

Tabular

Multimodal

Reinforcement Learning

Artificial Intelligence

Machine Learning

Deep Learning

Neural Network

Reinforcement Learning

Natural Language Processing

Generative Adversarial Network

Support Vector Machines

Artificial Neural Network

Convolutional Neural Network

Recurrent Neural Network

Long Short-Term Memory

Temporal-Difference Learning and the importance of exploration: An illustrated guide

A Taxonomy of Natural Language Processing

From Hacks to Harmony: Structuring Product Rules in Recommendations

Creating and Publishing Your Own Python Package for Absolute Beginners

Organizational Processes for Machine Learning Risk Management

Unfolding the universe of possibilities..

Entrepreneurial AI Ecosystem

Collaborative AI Development

Mentorship & Networking

Start-up Showcase

Resource Library

Q&A Sessions

Marketplace

AI Tool Integration

Feedback & Prototype Testing

Events & Workshops Calendar

Job & Opportunity Board

Computer Vision

Natural Language Processing

Audio

Tabular

Multimodal

Reinforcement Learning

Artificial Intelligence

Machine Learning

Deep Learning

Neural Network

Reinforcement Learning

Natural Language Processing

Generative Adversarial Network

Support Vector Machines

Artificial Neural Network

Convolutional Neural Network

Recurrent Neural Network

Long Short-Term Memory

Temporal-Difference Learning and the importance of exploration: An illustrated guide

A Taxonomy of Natural Language Processing

From Hacks to Harmony: Structuring Product Rules in Recommendations

Creating and Publishing Your Own Python Package for Absolute Beginners

Organizational Processes for Machine Learning Risk Management

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