{"id":14958754,"url":"https://github.com/aqafridi/tensorflow-advanced-techniques","last_synced_at":"2025-10-24T16:30:32.110Z","repository":{"id":179672344,"uuid":"391253684","full_name":"aqafridi/TensorFlow-Advanced-Techniques","owner":"aqafridi","description":"Most advanced Machine Learning and Artificial Intelligence  techniques using TensorFlow:  a free and open-source software library. 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Functional APIs**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%201%20Functional%20APIs)\n\n* [**Week 2 - Custom Loss Functions**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%202%20Custom%20Loss%20Functions)\n\n* [**Week 3 - Custom Layers**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%203%20Custom%20Layers)\n\n* [**Week 4 - Custom Models**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%204%20Custom%20Models)\n\n* [**Week 5 - Callbacks**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Custom%20Models%2C%20Layers%2C%20and%20Loss%20Functions%20with%20TensorFlow/Week%205%20Callbacks)\n\n## Course 2: Custom and Distributed Training with TensorFlow\n\n* [**Week 1 - Differentiation and Gradients**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Custom%20and%20Distributed%20Training%20with%20TensorFlow/Week%201%20Differentiation%20and%20Gradients)\n\n* [**Week 2 - Custom Training**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Custom%20and%20Distributed%20Training%20with%20TensorFlow/Week%202%20Custom%20Training)\n\n* [**Week 3 - Graph Mode**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Custom%20and%20Distributed%20Training%20with%20TensorFlow/Week%203%20Graph%20Mode)\n\n* [**Week 4 - Custom and Distributed Training with TensorFlow**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Custom%20and%20Distributed%20Training%20with%20TensorFlow/Week%204%20Distributed%20Training)\n\n## Course 3: Advanced Computer Vision with TensorFlow\n\n* [**Week 1 - Introduction to Computer Vision**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Advanced%20Computer%20Vision%20with%20TensorFlow/Week%201%20Introduction%20to%20Computer%20Vision)\n\n* [**Week 2 - Object Detection**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Advanced%20Computer%20Vision%20with%20TensorFlow/Week%202%20Object%20Detection)\n\n\n* [**Week 3 - Image Segmentation**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Advanced%20Computer%20Vision%20with%20TensorFlow/Week%203%20Image%20Segmentation)\n\n* [**Week 4 - Visualization and Interpretability**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Advanced%20Computer%20Vision%20with%20TensorFlow/Week%204%20Visualization%20and%20Interpretability)\n\n## Course 4: Generative Deep Learning with TensorFlow \n\n* [**Week 1 - Style Transfer**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Generative%20Deep%20Learning%20with%20TensorFlow/Week%201%20Style%20Transfer)\n\n* [**Week 2 - AutoEncoders**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Generative%20Deep%20Learning%20with%20TensorFlow/Week%202%20AutoEncoders)\n\n* [**Week 3 - Variational AutoEncoders**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Generative%20Deep%20Learning%20with%20TensorFlow/Week%203%20Variational%20AutoEncoders)\n\n* [**Week 4 - GANS**](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/tree/main/Generative%20Deep%20Learning%20with%20TensorFlow/Week%204%20GANs)\n\u003cimg src=\"https://github.com/aqafridi/TensorFlow-Advanced-Techniques/blob/main/Generative%20Deep%20Learning%20with%20TensorFlow/Week%204%20GANs/anim.gif\" width=\"250\" height=\"250\"\u003e\n \n## Certificate of Specialization\n![Tensorflow Advanced Techniques Specialization](https://github.com/aqafridi/TensorFlow-Advanced-Techniques/blob/main/Tensorflow%20Advanced%20Techniques%20Specialization.jpg)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faqafridi%2Ftensorflow-advanced-techniques","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faqafridi%2Ftensorflow-advanced-techniques","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faqafridi%2Ftensorflow-advanced-techniques/lists"}