Deep Learning

7/12/2021

Deep Learning Online Course

NANODEGREE PROGRAM

Deep Learning BUILD DEEP LEARNING MODELS TODAY Deep learning is driving advances in arti cial intelligence that are changing our world.

Enroll now to build and apply your own deep neural networks to challenges like image classi cation and generation, time-series prediction, and model deployment.

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27

DAYS

HRS

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ESTIMATED TIME

4 months At 12 hrs/week

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July 14, 2021 Get access to classroom immediately on enrollment https://www.udacity.com/course/deep-learning-nanodegree--nd101

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7/12/2021

Deep Learning Online Course

PREREQUISITES

Basic Python See prerequisites in detail

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SYLLABUS

Deep Learning Master building and implementing neural networks for image recognition, sequence generation, image generation, and more.

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https://www.udacity.com/course/deep-learning-nanodegree--nd101

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7/12/2021

Deep Learning Online Course

PREREQUISITE KNOWLEDGE This program has been created specifically for students who are interested in machine learning, AI, and/or deep learning, and who have a working knowledge of Python programming, including NumPy and pandas. Outside of that Python expectation and some familiarity with calculus and linear algebra, it's a beginnerfriendly program. See detailed requirements.

Introduction Get your first taste of deep learning by applying style transfer to your own images, and gain experience using development tools such as Anaconda and Jupyter notebooks.

Neural Networks Learn neural networks basics, and build your first network with Python and NumPy. Use the modern deep learning framework PyTorch to build multi-layer neural networks, and analyze real data.

PREDICTING BIKE-SHARING PATTERNS

Convolutional Neural Networks Learn how to build convolutional networks and use them to classify images (faces, melanomas, etc.) based on patterns and objects that appear in them.

Use these networks to learn data compression and image denoising.

LANDMARK CLASSIFICATION & TAGGING FOR SOCIAL MEDIA

Recurrent Neural Networks Build your own recurrent networks and long short-term memory networks with PyTorch; perform sentiment analysis and use recurrent networks to generate new text from TV scripts.

GENERATE TV SCRIPTS

Generative Adversarial Networks Learn to understand and implement a Deep Convolutional GAN (generative adversarial network) to generate realistic images, with Ian Goodfellow, the inventor of GANs, and Jun-Yan Zhu, the creator of CycleGANs. https://www.udacity.com/course/deep-learning-nanodegree--nd101

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Deep Learning Online Course

GENERATE FACES

Deploying a Sentiment Analysis Model Train and deploy your own PyTorch sentiment analysis model. Deployment gives you the ability to use a trained model to analyze new, user input. Build a model, deploy it, and create a gateway for accessing it from a website.

DEPLOYING A SENTIMENT ANALYSIS MODEL

All Our Programs Include Real-world projects from industry experts With real world projects and immersive content built in partnership with top tier companies, you’ll master the tech skills companies want.

Technical mentor support Our knowledgeable mentors guide your learning and are focused on answering your questions, motivating you and keeping you on track.

Career services You’ll have access to resume support, Github portfolio review and LinkedIn profile

https://www.udacity.com/course/deep-learning-nanodegree--nd101

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