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.
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Explore the Deep Learning Course Catalog

  • Coursera Project Network

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Machine Learning, Machine Learning Algorithms, Data Processing

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview

    DeepLearning.AI

    Skills you'll gain: Digital Transformation, AI Product Strategy, Artificial Intelligence, Project Management, Responsible AI, Team Building, Data Ethics, Data Science, Artificial Neural Networks, Computer Vision, Machine Learning, Deep Learning, Business Ethics

    4.8
    Rating, 4.8 out of 5 stars
    298 reviews

    Beginner · Course · 1 - 3 Months

  • Coursera Project Network

    Skills you'll gain: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Decision Tree Learning, Deep Learning, Statistical Analysis, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Pandas (Python Package), Python Programming, Software Visualization

    4.8
    Rating, 4.8 out of 5 stars
    68 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial

    University of Glasgow

    Skills you'll gain: Deep Learning, Applied Machine Learning, Image Analysis, Time Series Analysis and Forecasting, Machine Learning, Machine Learning Algorithms, Responsible AI, Artificial Neural Networks, Data Processing, Healthcare Ethics

    4.6
    Rating, 4.6 out of 5 stars
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview

    Edge Impulse

    Skills you'll gain: Applied Machine Learning, Embedded Systems, Data Processing, Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Deep Learning, Data Analysis, Feature Engineering, Computer Programming

    4.8
    Rating, 4.8 out of 5 stars
    739 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Packt

    Skills you'll gain: Deep Learning, Keras (Neural Network Library), Tensorflow, Python Programming, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Natural Language Processing, Real Time Data, Software Architecture

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial

    DeepLearning.AI

    Skills you'll gain: Deep Learning, Statistical Analysis, Clinical Trials, Risk Modeling, Data Analysis, Precision Medicine, Decision Tree Learning, Predictive Modeling, Applied Machine Learning, Feature Engineering, Patient Treatment, Image Analysis, AI Personalization, Diagnostic Radiology, Machine Learning, Random Forest Algorithm, Forecasting, Data Processing, Artificial Intelligence, Tensorflow

    4.7
    Rating, 4.7 out of 5 stars
    2.4K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial

    IBM

    Skills you'll gain: Data Literacy, Data Mining, Big Data, Cloud Computing, Data Analysis, Data Science, Digital Transformation, Data-Driven Decision-Making, Deep Learning, Machine Learning, Artificial Intelligence

    4.7
    Rating, 4.7 out of 5 stars
    77K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial

    University of Washington

    Skills you'll gain: Applied Machine Learning, Feature Engineering, Regression Analysis, Machine Learning, Image Analysis, Supervised Learning, Artificial Intelligence, Deep Learning, Classification And Regression Tree (CART), Computer Vision, Predictive Modeling, Natural Language Processing, Text Mining, Python Programming, Data Mining

    4.6
    Rating, 4.6 out of 5 stars
    14K reviews

    Mixed · Course · 1 - 3 Months

  • Coursera Project Network

    Skills you'll gain: Exploratory Data Analysis, Deep Learning, Plot (Graphics), Artificial Neural Networks, Matplotlib, Data Cleansing, Data Analysis, Tensorflow, Natural Language Processing, Data Processing, Data Manipulation, Python Programming, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    263 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview

    Columbia University

    Skills you'll gain: Reinforcement Learning, Game Theory, Artificial Intelligence and Machine Learning (AI/ML), Operations Research, Machine Learning, Markov Model, Deep Learning, Algorithms, Decision Support Systems, Simulations, Mathematical Modeling, Probability, Statistical Methods

    4.3
    Rating, 4.3 out of 5 stars
    20 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial

    IBM

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, IBM Cloud, Responsible AI, LLM Application, Workflow Management, Action Oriented, No-Code Development, Machine Learning Software, Business Workflow Analysis, Machine Learning, AI Product Strategy, Artificial Intelligence, Self Service Technologies, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Science

    4.7
    Rating, 4.7 out of 5 stars
    33K reviews

    Beginner · Specialization · 3 - 6 Months