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Getting Started with Python Deep Learning for Beginners 2 года назад


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Getting Started with Python Deep Learning for Beginners

Not too sure where or how to start? In this video, you'll learn how to setup your machine and begin using some of the most common tools and libraries when it comes to deep learning. You'll go from absolute beginner to successfully running your own image classification model by the end of this tutorial. Get the Code https://github.com/nicknochnack/Image... Links Anaconda: https://www.anaconda.com/products/dis... Git: https://git-scm.com/download/win Venv Documentation: https://docs.python.org/3/library/ven... Tensorflow CUDA/cuDNN Versions: https://www.tensorflow.org/install/so... CUDA 11.2: https://developer.nvidia.com/cuda-11.... cuDNN Archive: https://developer.nvidia.com/rdp/cudn... Visual Studio 2019: https://visualstudio.microsoft.com/vs... Chapters 0:00 - Start 1:58 - PART 1: Setting up Python and Jupyter with Anaconda 3:38 - Installing Anaconda 7:38 - Working with Jupyter 12:32 - PART 2: Environment Creation Workflows 13:44 - Working with Git and GitHub 19:12 - Creating Environments for DL 24:11 - Activating a Virtual Environment 32:05 - PART 3: Installing Tensorflow for Deep Learning 39:23 - Running the Image Classifier Pipeline 41:32 - PART 4: Configuring your GPU 57:06 - PART 5: Training a Deep Image Classifier Oh, and don't forget to connect with me! LinkedIn: https://bit.ly/324Epgo Facebook: https://bit.ly/3mB1sZD GitHub: https://bit.ly/3mDJllD Patreon: https://bit.ly/2OCn3UW Join the Discussion on Discord: https://bit.ly/3dQiZsV Happy coding! Nick P.s. Let me know how you go and drop a comment if you need a hand! #deeplearning #python

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