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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# TensorFlow-Developer-Specialization\nDeeplearning.AI TensorFlow: TensorFlow Developer Specialization\n\n## Course 1: Introduction to TensorFlow for Artificial Intelligence\n\n* [**Week 1 A New Programming Paradigm**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/1%20-%20Introduction%20to%20TensorFlow%20for%20Artificial_Intelligence%2C%20Machine%20Learning%2C%20and%20Deep_Learning/Week%201%20First%20Neural%20Network)\n\n* [**Week 2 Introduction to Computer Vision**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/1%20-%20Introduction%20to%20TensorFlow%20for%20Artificial_Intelligence%2C%20Machine%20Learning%2C%20and%20Deep_Learning/Week%202%20Introduction%20to%20Computer%20Vision)\n\n* [**Week 3 Enhancing Vision with Convolutional Neural Networks**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/1%20-%20Introduction%20to%20TensorFlow%20for%20Artificial_Intelligence%2C%20Machine%20Learning%2C%20and%20Deep_Learning/Week%203%20Enhancing%20Vision%20with%20Convolutional%20Neural%20Networks)\n\n* [**Week 4 Using Real-world Images**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/1%20-%20Introduction%20to%20TensorFlow%20for%20Artificial_Intelligence%2C%20Machine%20Learning%2C%20and%20Deep_Learning/Week%204%20Using%20Real-world%20Images)\n\n## Course 2: Convolutional Neural Networks in TensorFlow\n\n* [**Week 1 Exploring a Larger Dataset cat and dog**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/2%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%201%20Exploring%20a%20Larger%20Dataset%20cat%20and%20dog)\n\n* [**Week 2 Augmentation A technique to avoid overfitting**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/2%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%202%20Augmentation%20A%20technique%20to%20avoid%20overfitting)\n\n* [**Week 3 Transfer Learning**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/2%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%203%20Transfer%20Learning)\n\n* [**Week 4 Multiclass Classifications**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/2%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%204%20Multiclass%20Classifications)\n\n## Course 3: Natural Language Processing in TensorFlow\n\n* [**Week 1 Sentiment in text**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/3%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%201%20Sentiment%20in%20text)\n\n* [**Week 2 Word Embeddings**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/3%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%202%20Word%20Embeddings)\n\n\n* [**Week 3 Sequence models**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/3%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%203%20Sequence%20models)\n\n* [**Week 4 Sequence models and literature**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/3%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%204%20Sequence%20models%20and%20literature)\n\n## Course 4: Sequences, Time Series and Prediction\n\n* [**Week 1 Sequences and Prediction**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/4%20-%20Sequences%2C%20Time%20Series%20and%20Prediction/Week%201%20Sequences%20and%20Prediction)\n\n* [**Week 2 Deep Neural Networks for Time Series**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/4%20-%20Sequences%2C%20Time%20Series%20and%20Prediction/Week%202%20Deep%20Neural%20Networks%20for%20Time%20Series)\n\n* [**Week 3 Recurrent Neural Networks for Time Series**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/4%20-%20Sequences%2C%20Time%20Series%20and%20Prediction/Week%203%20Recurrent%20Neural%20Networks%20for%20Time%20Series)\n\n* [**Week 4 Real-world time series data**](https://github.com/aqafridi/TensorFlow-Developer-Specialization/tree/main/4%20-%20Sequences%2C%20Time%20Series%20and%20Prediction/Week%204%20Real-world%20time%20series%20data)\n\n## Certificate of Specialization\n![TensorFlow Developer Specialization](https://github.com/aqafridi/TensorFlow-Developer-Specialization/blob/main/images/DeepLearning.AI%20Tensorflow%20Developer.jpg)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faqafridi%2Ftensorflow-developer-specialization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faqafridi%2Ftensorflow-developer-specialization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faqafridi%2Ftensorflow-developer-specialization/lists"}