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{"name":"Tensorflow-in-practice-deeplearning.ai-coursera","tagline":"Contains notes, codes, anwers to quizzes and exercises of all the 4 courses of the TensorFlow in Practice specialization, by deeplearning.ai","body":"# TensorFlow in Practice, by deeplearning.ai @ Coursera<br>\r\n\r\nContains notes, codes, answers to quizzes and exercises of all the 4 courses of the [TensorFlow in Practice specialization](https://www.coursera.org/specializations/tensorflow-in-practice?), by deeplearning.ai\r\n\r\n## Course 1: Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning\r\n\r\n➥ [Week 1: A New Programming Paradigm][1]\r\n\r\n➥ [Week 2: Introduction to Computer Vision][2]\r\n\r\n➥ [Week 3: Enhancing Vision with Convolutional Neural Networks][3]\r\n\r\n➥ [Week 4: Using Real-world Images][4]<br><br>\r\n\r\n## Course 2: Convolutional Neural Networks in TensorFlow\r\n\r\n➥ [Week 1: Exploring a Larger Dataset][5]\r\n\r\n➥ [Week 2: Augmentation: A technique to avoid overfitting][6]\r\n\r\n➥ [Week 3: Transfer Learning][7]\r\n\r\n➥ [Week 4: Multiclass Classifications][8]<br><br>\r\n\r\n## Course 3: Natural Language Processing in TensorFlow\r\n\r\n➥ [Week 1: Sentiment in text][9]\r\n\r\n➥ [Week 2: Word Embeddings][10]\r\n\r\n➥ [Week 3: Sequence Models][11]\r\n\r\n➥ [Week 4: Sequence Models and literature][12]<br><br>\r\n\r\n## Course 4: Sequences, Time Series and Prediction\r\n\r\n➥ [Week 1: Sequences and Prediction][13]\r\n\r\n➥ [Week 2: Deep Neural Networks for Time Series][14]\r\n\r\n➥ [Week 3: Recurrent Neural Networks for Time Series][15]\r\n\r\n➥ [Week 4: Real-world time series data][16]\r\n\r\n[1]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%201%20-%20Introduction%20to%20TensorFlow%20for%20AI%2C%20ML%20and%20DL/Week%201\r\n[2]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%201%20-%20Introduction%20to%20TensorFlow%20for%20AI%2C%20ML%20and%20DL/Week%202\r\n[3]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%201%20-%20Introduction%20to%20TensorFlow%20for%20AI%2C%20ML%20and%20DL/Week%203\r\n[4]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%201%20-%20Introduction%20to%20TensorFlow%20for%20AI%2C%20ML%20and%20DL/Week%204\r\n[5]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%202%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%201\r\n[6]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%202%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%202\r\n[7]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%202%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%203\r\n[8]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%202%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%204\r\n[9]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%203%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%201\r\n[10]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%203%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%202\r\n[11]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%203%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%203\r\n[12]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%203%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%204\r\n[13]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%204%20-%20Sequences%2C%20Time%20Series%2C%20and%20Prediction/Week%201\r\n[14]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%204%20-%20Sequences%2C%20Time%20Series%2C%20and%20Prediction/Week%202\r\n[15]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%204%20-%20Sequences%2C%20Time%20Series%2C%20and%20Prediction/Week%203\r\n[16]: https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%204%20-%20Sequences%2C%20Time%20Series%2C%20and%20Prediction/Week%204\r\n\r\n***","note":"Don't delete this file! It's used internally to help with page regeneration."}