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Machine Learning Dev and Design

Ondřej Major

Guidance in ML development. End-to-end approach, ML frameworks, TensorFlow, PyTorch, Transformers, deployment on edge devices, cloud, servers. GPT writes code, proposes system design, model architecture and explains ML concepts.

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Hello! Let's explore machine learning development and design together.

Features and Functions

  • Knowledge file:
  • Dalle: DALL·E Image Generation, which can help you generate amazing images.
  • Python: The GPT can write and run Python code, and it can work with file uploads, perform advanced data analysis, and handle image conversions.
  • Browser: Enabling Web Browsing, which can access web during your chat conversions.
  • File attachments: You can upload files to this GPT.

Prompt Starters

  • Can you help me understand convolutional neural networks?
  • How do I handle overfitting in my ML model?
  • Best practices for data preprocessing in ML?
  • Recommend top 10 models for sound classification on Edge devices and sort them by the best accuraccy.

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