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.
83credentials
6online degrees
366courses

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Explore the Deep Learning Course Catalog

  • Skills you'll gain: Keras (Neural Network Library), Tensorflow, Generative Model Architectures, Deep Learning, Natural Language Processing, Machine Learning Methods

  • Status: New

    Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Ethics, Large Language Modeling, Deep Learning, Data-Driven Decision-Making, Machine Learning

  • University of Colorado Boulder

    Skills you'll gain: Data Mining, Statistical Modeling, Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Applied Machine Learning, Probability, Statistical Inference, Service Level, Performance Testing, Statistical Hypothesis Testing, Dimensionality Reduction, Data Warehousing, Statistical Machine Learning, Data Pipelines, Data Processing, Data Science, Bash (Scripting Language), Statistical Methods

  • Skills you'll gain: Social Network Analysis, Systems Thinking, Reinforcement Learning, Data Storytelling, Unsupervised Learning, Computer Vision, Deep Learning, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, Statistical Analysis, Financial Data, Marketing Analytics, MLOps (Machine Learning Operations), Strategic Decision-Making, Descriptive Analytics, Simulations, Random Forest Algorithm, Operations Research, Stakeholder Engagement

  • Universidad de los Andes

    Skills you'll gain: Supervised Learning, Unsupervised Learning, User Story, LLM Application, Process Analysis, Cloud-Native Computing, Continuous Deployment, Software Testing, Agile Software Development, Deep Learning, Angular, Design Thinking, API Design, Software Architecture, Descriptive Analytics, Cost Management, Internet Of Things, Android Development, User Experience Design, Microservices

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Revenue Management, Database Design, Diagnostic Tests, Customer Analysis, Descriptive Analytics, FinTech, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Public Key Infrastructure, Predictive Analytics, Statistical Reporting, Social Determinants Of Health, Data Visualization, Matplotlib, Deep Learning, Digital Transformation, Gerontology, Unsupervised Learning, Sampling (Statistics)

  • Universidad de los Andes

    Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, Unsupervised Learning, LLM Application, Reinforcement Learning, Cloud-Native Computing, Continuous Deployment, Computer Vision, Natural Language Processing, Deep Learning, Artificial Intelligence, Biomedical Engineering, Cost Management, Machine Learning, Data Ethics, Game Theory, Linear Algebra, Prompt Engineering, Responsible AI

  • Pontificia Universidad Católica de Chile

    Skills you'll gain: Revenue Management, Database Design, Diagnostic Tests, Data Ethics, Customer Analysis, Descriptive Analytics, FinTech, Large Language Modeling, Social Network Analysis, People Analytics, Time Series Analysis and Forecasting, Public Key Infrastructure, Predictive Analytics, Statistical Reporting, Social Determinants Of Health, Unsupervised Learning, Data Visualization, Matplotlib, Deep Learning, Digital Transformation

  • Skills you'll gain: Package and Software Management, Time Series Analysis and Forecasting, Relational Databases, Data Structures, Linear Algebra, Data Warehousing, Database Management, Data Visualization, Social Network Analysis, Algorithms, Portfolio Management, Java Programming, Active Listening, Dimensionality Reduction, Deep Learning, Matplotlib, Econometrics, Web Services, R Programming, Digital Communications

  • University of Colorado Boulder

    Skills you'll gain: Display Devices, Power Electronics, Tensorflow, Computer Vision, Control Systems, Computer Displays, Image Analysis, Electronic Systems, Debugging, Artificial Neural Networks, Electrical Engineering, Applied Machine Learning, USB, Electrical Power, Electric Power Systems, Electronics, Deep Learning, Machine Learning Methods, Electronics Engineering, Electrical Systems

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  • DeepLearning.AI
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  • University of Colorado Boulder
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