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Nilesh Barla

I am the founder of a recent startup perceptronai.net which aims to provide solutions in medical and material science through our deep learning algorithms. I also read and think a lot. And sometimes I put them in a form of a painting or a piece of music. And when I need to catch a breath I go for a run.

Articles by the author

  • ML Model Development

How to Visualize Deep Learning Models

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Nilesh Barla
- 11 min
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  • Natural Language Processing

Deploying Large NLP Models: Infrastructure Cost Optimization

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Nilesh Barla
- 12 min
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  • ML Tools

Argo vs Airflow vs Prefect: How Are They Different

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Nilesh Barla
- 9 min
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  • ML Tools
  • MLOps

5 Tools That Will Help You Setup Production ML Model Testing

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Nilesh Barla
- 10 min
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  • Computer Vision
  • MLOps

Building MLOps Pipeline for Computer Vision: Image Classification Task [Tutorial]

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Nilesh Barla
- 18 min
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  • ML Tools

Distributed Training: Frameworks and Tools

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Nilesh Barla
- 10 min
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  • MLOps

Model Deployment Strategies

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Nilesh Barla
- 8 min
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  • Computer Vision
  • ML Model Development

Pix2pix: Key Model Architecture Decisions

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Nilesh Barla
- 10 min
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  • ML Model Development

Dimensionality Reduction for Machine Learning

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Nilesh Barla
- 10 min
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  • ML Tools

Open Source MLOps: Platforms, Frameworks and Tools

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Nilesh Barla
- 24 min
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  • ML Model Development

How to Do Model Visualization in Machine Learning?

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Nilesh Barla Abhishek Jha
- 16 min
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  • Computer Vision
  • ML Model Development

Self-Driving Cars With Convolutional Neural Networks (CNN)

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Nilesh Barla
- 12 min
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