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    Results for "deep learning"

    • Status: Free Trial
      Free Trial

      University of Pennsylvania

      The Power of Team Culture

      Skills you'll gain: Intercultural Competence, Team Management, Team Building, Team Leadership, Cultural Diversity, Team Motivation, Culture, Diversity Awareness, Industrial and Organizational Psychology, Organizational Development, Performance Analysis, Non-Verbal Communication

      4.6
      Rating, 4.6 out of 5 stars
      ·
      520 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial

      University of Colorado Boulder

      Developing Industrial Internet of Things

      Skills you'll gain: Real-Time Operating Systems, Internet Of Things, Embedded Software, Machine Learning Algorithms, Embedded Systems, Failure Analysis, Engineering Documentation, Product Development, Product Planning, Debugging, Data Analysis, General Networking, Telecommunications, Data Processing, Product Requirements, IBM Cloud, File Systems, Wireless Networks, Technical Communication, Simulations

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      812 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial

      Columbia University

      The Construction Industry: The Way Forward

      Skills you'll gain: Construction, Business Transformation, Innovation, Architecture and Construction, Construction Management, Workforce Development, Civil Engineering, Emerging Technologies, Digital Transformation, Thought Leadership, Building Information Modeling, Automation, Data-Driven Decision-Making, Sustainability Reporting, Machine Learning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      363 reviews

      Beginner · Course · 1 - 3 Months

    • University of London

      What future for education?

      Skills you'll gain: Learning Theory, Teaching, Human Learning, Pedagogy, Education and Training, Higher Education, Social Sciences, Policy Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      867 reviews

      Mixed · Course · 1 - 3 Months

    • Georgia Institute of Technology

      Advanced Engineering Systems in Motion: Dynamics of Three Dimensional (3D) Motion

      Skills you'll gain: Mechanics, Torque (Physics), Mechanical Engineering, Engineering Analysis, Differential Equations, Engineering, Linear Algebra, Applied Mathematics, Physics, Trigonometry, Advanced Mathematics, Calculus

      4.8
      Rating, 4.8 out of 5 stars
      ·
      310 reviews

      Mixed · Course · 1 - 3 Months

    • Duke University

      Chimpanzee Behavior and Conservation

      Skills you'll gain: Child Development, Advocacy, Research, Research Methodologies, Social Sciences, Data Collection, Anthropology, Nutrition and Diet, Environmental Issue, Community Development, Biology, Conflict Management

      4.9
      Rating, 4.9 out of 5 stars
      ·
      276 reviews

      Beginner · Course · 1 - 3 Months

    • University of California, Santa Cruz

      Children Acquiring Literacy Naturally

      Skills you'll gain: Literacy, Demography, Child Development, Human Learning, Working With Children, Language Learning, Childhood Education and Development, Learning Theory, Education Software and Technology, Liberal Arts, Vocabulary, Research

      4.5
      Rating, 4.5 out of 5 stars
      ·
      185 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial

      Microsoft

      Cybersecurity Threat Vectors and Mitigation

      Skills you'll gain: Encryption, Cybersecurity, Cyber Attacks, Threat Management, Authentications, Security Strategy, Threat Detection, Network Security, Authorization (Computing), Cryptography, Data Security, Active Directory, Identity and Access Management, Firewall, Multi-Factor Authentication

      4.8
      Rating, 4.8 out of 5 stars
      ·
      287 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial

      Macquarie University

      Risk governance: Manage the risks

      Skills you'll gain: Risk Management Framework, Governance, Risk Management, Enterprise Risk Management (ERM), Risk Analysis, Operational Risk, Compliance Management, Business Risk Management, Risk Mitigation, Risk Modeling, Business Ethics, Corporate Strategy, Stakeholder Management, International Finance, Corporate Finance, Stakeholder Communications

      4.7
      Rating, 4.7 out of 5 stars
      ·
      375 reviews

      Beginner · Course · 1 - 3 Months

    • Northwestern University

      Scaling Operations: Linking Strategy and Execution

      Skills you'll gain: Data-Driven Decision-Making, Operational Analysis, Operations Management, Capacity Planning, Supply Chain, Competitive Analysis, Asset Management, Strategic Decision-Making, Business Strategy, Supplier Relationship Management, Value Engineering, Financial Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      260 reviews

      Mixed · Course · 1 - 3 Months

    • University of Toronto

      Learn Interpersonal Psychotherapy

      Skills you'll gain: Psychosocial Assessments, Psychotherapy, Interpersonal Communications, Mental Health Therapies, Clinical Psychology, Conflict Management, Mental Health, Mental Health Diseases and Disorders, Rapport Building, Interactive Learning, Patient Evaluation, Patient Education And Counseling, Behavioral Health, Cultural Sensitivity, Case Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      64 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial

      Google Cloud

      Computer Vision Fundamentals with Google Cloud

      Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Applied Machine Learning, Artificial Neural Networks, Deep Learning, Supervised Learning, Google Cloud Platform, Machine Learning Methods, Feature Engineering, Artificial Intelligence and Machine Learning (AI/ML), Small Data, Data Processing, Cloud API

      4.5
      Rating, 4.5 out of 5 stars
      ·
      544 reviews

      Advanced · Course · 1 - 3 Months

    Searches related to deep learning

    deep learning specialization
    deep learning: recurrent neural networks with python
    deep learning ai
    deep learning with pytorch
    deep learning with keras and tensorflow
    deep learning for computer vision
    deep learning with pytorch : generative adversarial network
    deep learning - artificial neural networks with tensorflow
    1…929394…438

    In summary, here are 10 of our most popular deep learning courses

    • The Power of Team Culture: University of Pennsylvania
    • Developing Industrial Internet of Things: University of Colorado Boulder
    • The Construction Industry: The Way Forward: Columbia University
    • What future for education?: University of London
    • Advanced Engineering Systems in Motion: Dynamics of Three Dimensional (3D) Motion: Georgia Institute of Technology
    • Chimpanzee Behavior and Conservation: Duke University
    • Children Acquiring Literacy Naturally: University of California, Santa Cruz
    • Cybersecurity Threat Vectors and Mitigation: Microsoft
    • Risk governance: Manage the risks: Macquarie University
    • Scaling Operations: Linking Strategy and Execution: Northwestern University

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
    Deep Learning (30)
    Artificial Neural Network (24)
    Big Data (18)
    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

    Frequently Asked Questions about Deep Learning

    Deep learning is a powerful application of machine learning (ML) algorithms modeled after biological systems of information processing called artificial neural networks (ANN). Machine learning is an artificial intelligence (AI) technique that allows computers to automatically learn from data without explicit programming, and deep learning harnesses multiple layers of interconnected neural networks to generate more sophisticated insights.

    While this field of computer science is quite new, it is already being used in a growing range of important applications. Deep learning excels at automated image recognition, also known as computer vision, which is used for creating accurate facial recognition systems and safely driving autonomous vehicles. This approach is also used for speech recognition and natural language processing (NLP) applications, which allow for computers to interact with human users via voice commands.

    Machine learning algorithms such as logistic regression are key to creating deep learning applications, along with commonly used programming languages such as Tensorflow and Python. These programming languages are generally preferred for teaching and learning in this field due to their flexibility and relative accessibility - an important priority given the relevance of deep learning to a wide range of professionals without a computer science background.‎

    A familiarity with the capabilities and development process for deep learning applications can be an asset in a growing number of careers. For example, the use of deep learning is being explored in healthcare for automatic reading of radiology images, as well as searching for patterns in genes and pharmaceutical interactions that can aid in the discovery of new types of medicines. In many fields, even a basic understanding of deep learning can help professionals identify new potential applications of this powerful technology.

    Those with a deeper expertise in deep learning may become computer research scientists in this field, responsible for inventing new algorithms and finding new applications for these techniques. Given the wide range of uses for deep learning, computer scientists in this field are in high demand for jobs at private companies as well as government agencies and research universities. According to the Bureau of Labor Statistics, computer research scientists earned a median annual salary of $122,840 as of 2019, and these jobs are expected to grow much faster than average.‎

    Certainly - in fact, Coursera is one of the best places to learn about deep learning. Through partnerships with deeplearning.ai and Stanford University, Coursera offers courses as well as Specializations taught by some of the pioneering thinkers and educators in this field. You can also learn via courses and Specializations from industry leaders such as Google Cloud and Intel, or get a professional certificate from IBM. Guided Projects also offer an opportunity to build skills in deep learning through hands-on tutorials led by experienced instructors, allowing you to learn with confidence.‎

    The skills or experience you may need to have before studying deep learning, and which can help you better understand an advanced concept such as deep learning, can include sign language reading, music generation, and natural language processing (NLP), in addition to many others. If you have knowledge of Python 3 and understand the basic concepts of general machine-learning algorithms and deep learning, you may have the necessary skills to learn this specialization. You may also want to know about probability and statistics to study deep learning concepts. Basic math, such as algebra and calculus, is also an important prerequisite to deep learning because it relates to machine learning and data science. Also, if you have worked in the tech or artificial intelligence (AI) fields, you may have the necessary experience to study deep learning.‎

    The type of person who is best suited to study deep learning is someone comfortable working with statistics, programming, advanced calculus, advanced algebra, and engineering. Deep learning benefits someone passionate about working in the AI fields which can create types of deep learning networks that help machines perform human functions. A person best suited to learn about deep learning has a vested interest in understanding how the intelligence is built to run everything from driverless cars, mobile devices, stock trading systems, and robotic surgery equipment, for example. Deep learning benefits someone with a goal of working with systems such as computer vision, speech recognition, NLP, audio recognition bioinformatics systems, and medical image analysis.‎

    Deep learning may be right for you if you want to break into AI. The specialization may benefit you if you are a machine learning researcher or practitioner who is seeking to learn the next generation of machine learning, and you want to develop practical skills in the popular deep learning framework TensorFlow. Deep learning is one of the most highly sought-after skills in tech, and mastering it may lead you to many opportunities in the field of AI. It may also benefit you if you want to learn how to build neural networks and how to lead successful machine learning projects, and if you have a passion for learning about convolutional networks, RNNs, LSTM, Adam, Dropout, BatchNorm, Xavier/He initialization, and how to master concepts in Python and TensorFlow.‎

    Online Deep Learning courses offer a convenient and flexible way to enhance your knowledge or learn new Deep Learning skills. Choose from a wide range of Deep Learning courses offered by top universities and industry leaders tailored to various skill levels.‎

    Yes, Coursera offers a variety of free courses across many topics, including deep learning. While you can access most course materials for free by auditing the courses, this does not include graded assignments or a completion certificate. For those looking to obtain a certificate to showcase their learning or enhance their professional profile, Coursera provides the option to purchase the course. Additionally, Coursera offers free trials or financial aid to learners who qualify, making certifications more accessible to everyone.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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