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Entrepreneurial AI Ecosystem

Create & Automate Your Idea

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Collaborative AI Development

4 Posts

Mentorship & Networking

5 Posts

Start-up Showcase

4 Posts

Resource Library

3 Posts

Q&A Sessions

5 Posts

Marketplace

5 Posts

AI Tool Integration

5 Posts

Feedback & Prototype Testing

5 Posts

Events & Workshops Calendar

3 Posts

Job & Opportunity Board

5 Posts

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Computer Vision

8 Topics
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Natural Language Processing

11 Topics
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Audio

4 Topics
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Tabular

2 Topics
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Multimodal

6 Topics
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Reinforcement Learning

1 Topics
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AI

Artificial Intelligence

Machines mimicking human intelligence

ML

Machine Learning

AI subset learns from data

DL

Deep Learning

ML subset uses deep neural networks

NN

Neural Network

Systems inspired by the brain's structure.

RL

Reinforcement Learning

Learning by rewards/punishments

NLP

Natural Language Processing

Machines understanding language.

GAN

Generative Adversarial Network

Dual networks for generation & discrimination.

SVM

Support Vector Machines

Classification using a hyperplane

ANN

Artificial Neural Network

Basic computing unit of NN.

CNN

Convolutional Neural Network

NN variant for image data.

RNN

Recurrent Neural Network

NN with loops for sequences.

LSTM

Long Short-Term Memory

RNN type handling long sequences.

Models, MLFlow, and Microsoft Fabric

/ 01.05.2024
Fabric Madness part 5 Image by author and ChatGPT. “Design an illustration, with imagery representing multiple machine learning models, focusing on basketball data” prompt. ChatGPT, 4, OpenAI, 25th April. 2024. https://chat.openai.com. A Huge thanks to Martim Chaves who co-authored this post and developed the example scripts. So far in this series, we’ve...
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Breaking down State-of-the-Art PPO Implementations in JAX

/ 01.05.2024
All the tricks and details you wish you knew about Proximal Policy Optimization Photo by Lorenzo Herrera on Unsplash Since its publication in a 2017 paper by OpenAI, Proximal Policy Optimization (PPO) is widely regarded as one of the state-of-the-art algorithms in Reinforcement Learning. Indeed, PPO has demonstrated remarkable performances across...
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Bayesian Sensor Calibration

/ 01.05.2024
A hands-on tutorial in Python for sensor engineers With contributions from Moritz Berger. Bayesian sensor calibration is an emerging technique combining statistical models and data to optimally calibrate sensors — a crucial engineering procedure. This tutorial provides the Python code to perform such calibration numerically using existing libraries with a minimal math background....
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Forging New Professional Identities: From Data, ML, AI, Product To Leader, Coach, Solopreneur…

/ 01.05.2024
Forging New Professional Identities: From Data, ML, AI, Product, to Leader, Coach, Solopreneur, And Writer I am marking a turning point in my career — redefining what “work” means to me, solidifying my learning, and letting go of what needs to be left behind to make space for new growth ahead of me. 2024...
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Four Simple Steps to Build a Custom Self-hosted Llama3 Application

/ 01.05.2024
Learn how to build and deploy a custom self-hosted Llama 3 chat assistant in four simple steps. Continue reading on Towards Data Science »
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