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Dancing with the stars of binary realms.

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Entrepreneurial AI Ecosystem

Create & Automate Your Idea

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.

BiTCN: Multivariate Time Series Forecasting with Convolutional Networks

Discover the BiTCN model for multivariate time series forecasting, explore its architecture, and implement it in Python. Continue reading on Towards Data Science »
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A Beginner’s Guide to Building a Data Science Portfolio Website with ChatGPT

Create an engaging portfolio website from scratch with generative AI (+ a free prompt engineering crash course) Continue reading on Towards Data Science »
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Tool Use, Agents, and the Voyager Paper

A detailed exploration of the Voyager Paper and its findings on tool usage Image by Author. Generated by DALL-E 2 As LLMs continue to increase their reasoning ability, their capacity to plan and then act tends to increase. This has led to prompting templates where users give LLMs an end result they...
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How to Implement and Test Phi3: Microsoft’s Powerful New Large Language Model

Learn about Phi3: Microsoft’s new LLM capable of tasks like question answering and information extraction Continue reading on Towards Data Science »
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The Math Behind LSTM

Dive into LSTMs, understand their mathematics, implement them from scratch, and explore their applications in algorithmic trading. Continue reading on Towards Data Science »
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