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<title>Tensorflow-in-practice-deeplearning.ai-coursera by Anacoder1</title>
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<h1>Tensorflow-in-practice-deeplearning.ai-coursera</h1>
<p>Contains notes, codes, anwers to quizzes and exercises of all the 4 courses of the TensorFlow in Practice specialization, by deeplearning.ai</p>
<p class="view"><a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera">View the Project on GitHub <small>Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera</small></a></p>
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<li><a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/zipball/master">Download <strong>ZIP File</strong></a></li>
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<li><a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera">View On <strong>GitHub</strong></a></li>
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<h1>
<a id="tensorflow-in-practice-by-deeplearningai--coursera" class="anchor" href="#tensorflow-in-practice-by-deeplearningai--coursera" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>TensorFlow in Practice, by deeplearning.ai @ Coursera<br>
</h1>
<p>Contains notes, codes, answers to quizzes and exercises of all the 4 courses of the <a href="https://www.coursera.org/specializations/tensorflow-in-practice?">TensorFlow in Practice specialization</a>, by deeplearning.ai</p>
<h2>
<a id="course-1-introduction-to-tensorflow-for-artificial-intelligence-machine-learning-and-deep-learning" class="anchor" href="#course-1-introduction-to-tensorflow-for-artificial-intelligence-machine-learning-and-deep-learning" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Course 1: Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning</h2>
<p>➥ <a href="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">Week 1: A New Programming Paradigm</a></p>
<p>➥ <a href="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">Week 2: Introduction to Computer Vision</a></p>
<p>➥ <a href="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">Week 3: Enhancing Vision with Convolutional Neural Networks</a></p>
<p>➥ <a href="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">Week 4: Using Real-world Images</a><br><br></p>
<h2>
<a id="course-2-convolutional-neural-networks-in-tensorflow" class="anchor" href="#course-2-convolutional-neural-networks-in-tensorflow" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Course 2: Convolutional Neural Networks in TensorFlow</h2>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%202%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%201">Week 1: Exploring a Larger Dataset</a></p>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%202%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%202">Week 2: Augmentation: A technique to avoid overfitting</a></p>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%202%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%203">Week 3: Transfer Learning</a></p>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%202%20-%20Convolutional%20Neural%20Networks%20in%20TensorFlow/Week%204">Week 4: Multiclass Classifications</a><br><br></p>
<h2>
<a id="course-3-natural-language-processing-in-tensorflow" class="anchor" href="#course-3-natural-language-processing-in-tensorflow" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Course 3: Natural Language Processing in TensorFlow</h2>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%203%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%201">Week 1: Sentiment in text</a></p>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%203%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%202">Week 2: Word Embeddings</a></p>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%203%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%203">Week 3: Sequence Models</a></p>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%203%20-%20Natural%20Language%20Processing%20in%20TensorFlow/Week%204">Week 4: Sequence Models and literature</a><br><br></p>
<h2>
<a id="course-4-sequences-time-series-and-prediction" class="anchor" href="#course-4-sequences-time-series-and-prediction" aria-hidden="true"><span aria-hidden="true" class="octicon octicon-link"></span></a>Course 4: Sequences, Time Series and Prediction</h2>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%204%20-%20Sequences%2C%20Time%20Series%2C%20and%20Prediction/Week%201">Week 1: Sequences and Prediction</a></p>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%204%20-%20Sequences%2C%20Time%20Series%2C%20and%20Prediction/Week%202">Week 2: Deep Neural Networks for Time Series</a></p>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%204%20-%20Sequences%2C%20Time%20Series%2C%20and%20Prediction/Week%203">Week 3: Recurrent Neural Networks for Time Series</a></p>
<p>➥ <a href="https://github.com/Anacoder1/TensorFlow-in-Practice-deeplearning.ai-Coursera/tree/master/Course%204%20-%20Sequences%2C%20Time%20Series%2C%20and%20Prediction/Week%204">Week 4: Real-world time series data</a></p>
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