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  3. Intro to TensorFlow for Deep Learning
Intro to TensorFlow for Deep Learning course thumbnail
School of artificial intelligence

4 November, 2026

Dive into deep learning with this practical course on TensorFlow and the Keras API. Gain an intuitive understanding of neural networks without the dense jargon. Learn to build, train, and optimize you...

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Intro to TensorFlow for Deep Learning

Intro to TensorFlow for Deep Learning Welcome to the CourseWelcome to the course! Say hello to your instructors and get an overview of the program.Introduction to Machine LearningBuild your first neural neural network and learn some of the basic concepts behind machine learning.Your First Model - Fashion MNISTCreate and train a neural network that can recognize images of articles of clothing. Introduction to CNNsCreate and train a convolutional neural network that can recognize images of articles of clothing. Going Further With CNNsLet's dive deeper into the further complexities of Convolutional Neural Networks!Transfer LearningFind out how transfer learning can greatly speed up your training process, allowing you to use existing networks as a basis for your own.Saving and Loading ModelsLearn how to save and load your trained models.Time Series ForecastingLearn how to perform time series forecasting using deep learning and TensorFlow.NLP: Tokenization and EmbeddingsGet introduced to Natural Language Processing with TensorFlow by learning how to tokenize words and create embeddings for use in neural networks.NLP: Recurrent Neural NetworksClimb further with your NLP skills by building recurrent neural networks in TensorFlow, as well as learning how to generate new text for areas like song lyrics.Introduction to TensorFlow LiteLearn how to deploy your models on Android, iOS, and IoT devices using TensorFlow Lite. CompanyAbout UsWhy Udacity?BlogIn the NewsJobs at UdacityBecome a MentorPartner with UdacityResourcesCatalogCareer OutcomesHelp and FAQScholarshipsResource CenterFeatured ProgramsBusiness AnalyticsSQLAWS Cloud ArchitectData AnalystIntro to ProgrammingDigital MarketingSelf Driving Car EngineerOnly at UdacityArtificial IntelligenceDeep LearningDigital MarketingFlying Car and Autonomous Flight EngineerIntro to Self-Driving CarsMachine Learning EngineerRobotics Software EngineerAI Master’sMaster of Business AdministrationMaster of Science in AIUdacity SchoolsSchool of Animation and Game DevelopmentSchool of Artificial IntelligenceSchool of Autonomous SystemsSchool of BusinessCareer ResourcesSchool of Cloud ComputingSchool of CybersecuritySchool of Data ScienceSchool of DevOpsSchool of Executive LeadershipSchool of Product ManagementSchool of Programming and Development

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