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.
85credentials
6online degrees
375courses

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Explore the Deep Learning Course Catalog

  • University of Colorado Boulder

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

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • Google Cloud

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

    Advanced · Course · 1 - 4 Weeks

  • Illinois Institute of Technology

    Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Application, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Machine Learning Algorithms, SQL, Big Data, Deep Learning, Bayesian Statistics, Statistical Inference, Technical Communication, Regression Analysis, Data Validation

    Earn a degree

    Degree · 1 - 4 Years

  • Universidad de los Andes

    Skills you'll gain: Supervised Learning, LangChain, User Story, Unsupervised Learning, Cloud-Native Computing, Process Analysis, Software Testing, Continuous Deployment, Dashboard, Deep Learning, Design Thinking, Infrastructure As A Service (IaaS), API Design, Project Closure, Agile Software Development, Internet Of Things, Software Architecture, Angular, Microservices, Video Game Development

    Earn a degree

    Degree · 1 - 4 Years

  • Dartmouth College

    Skills you'll gain: Natural Language Processing, Field-Programmable Gate Array (FPGA), Technical Communication, Statistical Machine Learning, Embedded Systems, Machine Learning, Machine Learning Algorithms, Embedded Software, Distributed Computing, Deep Learning, Image Analysis, Computer Vision, Electrical and Computer Engineering, Engineering Analysis, Serial Peripheral Interface, Student Support and Services, Student Services, Text Mining, Digital Communications, Electrical Engineering

    Earn a degree

    Degree · 1 - 4 Years

  • Universidad de los Andes

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

    Earn a degree

    Degree · 1 - 4 Years

  • Universidad de los Andes

    Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, LangChain, Unsupervised Learning, Cloud-Native Computing, Reinforcement Learning, Continuous Deployment, Deep Learning, Computer Vision, Natural Language Processing, Project Closure, MLOps (Machine Learning Operations), Biomedical Engineering, Artificial Intelligence, Game Theory, Data Ethics, Probability & Statistics, Machine Learning Methods, Responsible AI

    Earn a degree

    Degree · 1 - 4 Years

  • IIT Guwahati

    Skills you'll gain: Package and Software Management, Time Series Analysis and Forecasting, Relational Databases, Data Structures, Linear Algebra, Cloud Computing Architecture, Data Warehousing, Database Management, Data Visualization, Social Network Analysis, Algorithms, Deep Learning, Oral Comprehension, Java Programming, Dimensionality Reduction, Matplotlib, Econometrics, Portfolio Management, R Programming, Pivot Tables And Charts

    Earn a degree

    Degree · 1 - 4 Years

  • University of Colorado Boulder

    Skills you'll gain: Computer Vision, Power Electronics, Control Systems, Display Devices, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Deep Learning, Systems Design, Debugging, Artificial Neural Networks, Electrical Engineering, USB, Electrical Power, Electric Power Systems, Technical Design, Artificial Intelligence and Machine Learning (AI/ML), Computer Programming Tools, Embedded Systems

    Credit offered

    Graduate Certificate · 6 - 12 Months