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Neptune Blog

Learn from AI/ML engineers, researchers, and folks building foundation models: best practices, tool reviews, and real-world examples.

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  • ML Model Development
  • Time Series

Machine Learning for Stock Price Prediction

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Katherine (Yi) Li
- 6 min
The stock market is known for being volatile, dynamic, and nonlinear. Accurate stock price prediction is extremely challenging because of multiple (macro and micro) factors, such as politics, global economic conditions, unexpected events, a...
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  • ML Model Development
  • Time Series

ARIMA vs Prophet vs LSTM for Time Series Prediction

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Konstantin Kutzkov
- 9 min
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  • ML Model Development

Transfer Learning Guide: A Practical Tutorial With Examples for Images and Text in Keras

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Derrick Mwiti
- 12 min
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  • ML Model Development
  • ML Tools

Train PyTorch Models Using Genetic Algorithm With PyGAD

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Ahmed Gad
- 10 min
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  • ML Model Development

Adaptive Mutation in Genetic Algorithm With Python Examples

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Ahmed Gad
- 6 min
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  • ML Model Development

Monte Carlo Simulation:  A Hands-On Guide

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Aayush Bajaj
- 5 min
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  • ML Model Development
  • ML Tools

A Quickstart Guide to Auto-Sklearn (AutoML) For Machine Learning Practitioners

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MJ Bahmani
- 5 min
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  • ML Model Development
  • ML Tools

Optuna Guide: How to Monitor Hyper-Parameter Optimization Runs

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Dhruvil Karani
- 7 min
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  • ML Model Development
  • ML Tools

How to Use Google Colab for Deep Learning – Complete Tutorial

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Harshit Dwivedi
- 8 min
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  • ML Model Development

Adversarial Attacks on Neural Networks: Exploring the Fast Gradient Sign Method

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Henry Ansah
- 5 min
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  • ML Model Development

The Advantages of Synthetic Data Over Real Data

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Michael Naber
- 3 min
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  • Computer Vision
  • ML Model Development

Understanding Few-Shot Learning in Computer Vision: What You Need to Know

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Vladimir Lyashenko
- 8 min
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  • ML Model Development

Lossless Data Compression Using Arithmetic Encoding in Python and Its Applications in Deep Learning

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Ahmed Gad
- 11 min
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  • ML Model Development
  • ML Tools

Gumbel Softmax Loss Function Guide + How to Implement it in PyTorch

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Aayush Bajaj
- 5 min
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