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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

Understanding Vectors From a Machine Learning Perspective

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Cathal Horan
- 19 min
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  • ML Model Development
  • Natural Language Processing

Building Machine Learning Chatbots: Choose the Right Platform and Applications

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Ejiro Onose
- 7 min
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  • ML Model Development

Gradient Boosted Decision Trees [Guide]: a Conceptual Explanation

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Derrick Mwiti
- 7 min
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  • ML Model Development

Binarized Neural Network (BNN) and Its Implementation in Machine Learning

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Tanay Agrawal
- 4 min
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  • ML Model Development

A Comprehensive Guide to Ensemble Learning: What Exactly Do You Need to Know

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Derrick Mwiti
- 8 min
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  • ML Model Development
  • Time Series

Anomaly Detection in Time Series

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Aayush Bajaj
- 12 min
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  • ML Model Development

A Comprehensive Guide to the Backpropagation Algorithm in Neural Networks

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Ahmed Gad
- 14 min
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  • ML Model Development
  • MLOps

Guide to Building Your Own Neural Network [With Breast Cancer Classification Example]

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Akruti Acharya
- 13 min
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  • ML Model Development

Recurrent Neural Network Guide: a Deep Dive in RNN

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Nilesh Barla
- 13 min
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  • ML Model Development

Generative Adversarial Networks and Some of GAN Applications: Everything You Need to Know

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Nilesh Barla
- 9 min
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  • ML Model Development

A Comprehensive Guide to Data Preprocessing

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Samadrita Ghosh
- 10 min
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  • ML Model Development
  • Time Series

Time Series Forecasting: Data, Analysis, and Practice

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Akshay P Jain
- 9 min
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