Deep Learning

Deep Learning is a subset of machine learning that uses artificial neural networks with multiple layers - also known as deep neural networks - to model and understand complex patterns and relationships in datasets. Coursera's deep learning catalogue teaches you the underlying principles and methods of deep learning. You'll learn how to build and deploy deep neural networks, utilise various techniques for training and optimising deep learning models, and understand their applications across various industries including healthcare, finance, and autonomous vehicles. You'll further grasp the concepts of Convolutional Networks, Recurrent Networks, and Generative Adversarial Networks, preparing you for various roles in the field of AI and data science.
84credentials
4online degrees
366courses

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Explore the Deep Learning Course Catalog

  • Status: Free Trial

    Skills you'll gain: PySpark, Data Pipelines, Data Processing, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Data Integration, Data Transformation, Machine Learning, Data Cleansing, Text Mining, Deep Learning

  • Status: Free Trial

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Data Pipelines, Applied Machine Learning, Data Processing, Data Import/Export

  • Status: Free Trial

    Università di Napoli Federico II

    Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, Artificial Neural Networks, Machine Learning, Exploratory Data Analysis, Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Manipulation, Data Modeling

  • Status: Free Trial

    University of Colorado Boulder

    Skills you'll gain: Applied Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Random Forest Algorithm, Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Dimensionality Reduction, Feature Engineering, Statistics

  • University of Colorado Boulder

    Skills you'll gain: Natural Language Processing, Text Mining, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Data Processing, Probability & Statistics, Unstructured Data, Deep Learning, Machine Learning, Supervised Learning, Algorithms, Regression Analysis

  • Skills you'll gain: Tensorflow, Image Analysis, Artificial Neural Networks, Application Deployment, Data Processing, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

  • Skills you'll gain: Tensorflow, Computer Vision, Machine Learning Methods, Development Environment, Image Analysis, Machine Learning, Google Cloud Platform, Deep Learning, Artificial Neural Networks

  • Status: Preview

    University of California, Davis

    Skills you'll gain: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Validation, Deep Learning, Image Analysis, Feature Engineering, Data Manipulation, Exploratory Data Analysis, Applied Machine Learning, Data Analysis

  • Status: Free Trial

    Skills you'll gain: Business Leadership, Generative AI, Responsible AI, Business Strategy, Data Strategy, Strategic Decision-Making, Organizational Strategy, Technology Strategies, Deep Learning, Artificial Intelligence, Organizational Development, Data Ethics, Human Centered Design, Data Quality, Data Pipelines, Design Thinking, Governance, User Centered Design, Ethical Standards And Conduct

  • Status: Free Trial

    Skills you'll gain: Data Access, Google Cloud Platform, Machine Learning, SQL, Applied Machine Learning, Big Data, Data Cleansing, Data Transformation, Dashboard, Database Management, Cloud Infrastructure, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Data Visualization Software, Data Architecture, Data Integration, Deep Learning, Data Quality, Query Languages

  • Status: Preview

    Skills you'll gain: Debugging, Deep Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Simulations, Machine Learning, Statistical Machine Learning, Estimation, Performance Tuning

  • Status: New
    Status: Free Trial

    Real Madrid Graduate School Universidad Europea

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Analytics, Artificial Intelligence, Data Analysis Software, Data Analysis, Deep Learning, Real Time Data, Machine Learning, Data Ethics, Health Technology, Responsible AI, Emerging Technologies, Internet Of Things, Large Language Modeling, Technology Solutions, Scikit Learn (Machine Learning Library), Technology Strategies, Statistical Methods, Natural Language Processing, Performance Appraisal

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