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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

PyTorch Loss Functions: The Ultimate Guide

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Alfrick Opidi Abhishek Jha
- 7 min
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  • Computer Vision
  • ML Model Development

Image Processing Techniques That You Can Use in Machine Learning Projects

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Gopal Singh Panwar
- 4 min
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  • Computer Vision
  • ML Model Development

Essential Pil (Pillow) Image Tutorial (For Machine Learning People)

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Derrick Mwiti
- 5 min
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  • ML Model Development
  • Natural Language Processing

Sentiment Analysis in Python: TextBlob vs Vader Sentiment vs Flair vs Building It From Scratch

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Shahul ES
- 4 min
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  • ML Model Development

Cross-Validation in Machine Learning: How to Do It Right

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Vladimir Lyashenko Abhishek Jha
- 10 min
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  • ML Model Development
  • ML Tools

Deep Dive Into TensorBoard: Tutorial With Examples

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Derrick Mwiti
- 13 min
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  • Computer Vision
  • ML Model Development

Implementing Content-Based Image Retrieval With Siamese Networks in PyTorch

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raulgombru
- 7 min
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  • ML Model Development

Hyperparameter Tuning in Python: a Complete Guide

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Shahul ES Aayush Bajaj
- 6 min
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  • ML Model Development

A Complete Guide to Monitoring ML Experiments Live in Neptune

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Jakub Czakon
- 5 min
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  • ML Model Development
  • Natural Language Processing

Data Augmentation in NLP: Best Practices From a Kaggle Master

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Shahul ES
- 5 min
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  • ML Model Development

Keras Loss Functions: Everything You Need to Know

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Derrick Mwiti
- 6 min
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  • ML Model Development
  • Tabular Data

Tabular Data Binary Classification: All Tips and Tricks from 5 Kaggle Competitions

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Shahul ES
- 3 min
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