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  • Deep Learning

Deep Learning Courses

Deep learning courses can help you learn neural networks, convolutional networks, and recurrent networks, along with their applications in image recognition and natural language processing. You can build skills in model training, hyperparameter tuning, and performance evaluation, which are crucial for developing effective AI solutions. Many courses introduce tools like TensorFlow and PyTorch, allowing you to implement algorithms and optimize models, making your learning experience hands-on and relevant to current industry practices.


Popular Deep Learning Courses and Certifications


  • U

    University of Colorado Boulder

    Association Rules Analysis

    Skills you'll gain: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Machine Learning Methods, Data Mining, Applied Machine Learning, Feature Engineering, Data Processing, Data Analysis, Machine Learning Algorithms, Algorithms

    ★ 4.8 (12) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Scikit-Learn For Machine Learning Classification Problems

    Skills you'll gain: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Training, Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis

    ★ 4.6 (19) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Information Extraction from Free Text Data in Health

    Skills you'll gain: Text Mining, Unstructured Data, Health Informatics, Natural Language Processing, Clinical Documentation, Model Evaluation, Clinical Informatics, Deep Learning, Model Training, Machine Learning, Medical Terminology, Artificial Neural Networks, Python Programming, Computer Programming, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Engaging ELLs and Their Families in the School and Community

    Skills you'll gain: Parent Communication, Student Engagement, Community Outreach, Working With Children, Training Programs, Education and Training, Cultural Responsiveness, Teaching, Cultural Diversity, Instructional Strategies, Family Support, Culture, Driving engagement, Cultural Sensitivity, Case Studies, Diversity Awareness, Collaboration, Communication Strategies

    ★ 4.6 (66) · Mixed · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    3D Printing Capstone

    Skills you'll gain: 3D Modeling, Human Centered Design, Product Design, Design Thinking, Project Design, Innovation, Manufacturing Processes, Computer-Aided Design, Product Development, Brainstorming, Manufacturing and Production, Conceptual Design, Production Process, Social Impact, Materials science

    ★ 4.4 (35) · Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning with TensorFlow Google Cloud 日本語版

    Skills you'll gain: Feature Engineering, Model Optimization, Tensorflow, Machine Learning, Machine Learning Methods, Google Cloud Platform, Machine Learning Software, Model Deployment, Applied Machine Learning, Data Preprocessing, Cloud Storage, Data Quality, Cloud Computing, Model Training, Keras (Neural Network Library), Machine Learning Algorithms, Statistical Machine Learning, Embeddings, Fine-tuning, Dataflow

    ★ 4.4 (152) · Intermediate · Specialization · 3 - 6 Months

  • G

    Georgia Institute of Technology

    Software Defined Networking

    Skills you'll gain: Software-Defined Networking, Virtual Networking, Network Performance Management, Network Infrastructure, Data Centers, Network Architecture, Computer Networking, Cloud Computing, Cloud Computing Architecture, Network Switches, Network Routing, Microsoft Azure, General Networking, Test Tools, Network Analysis, Debugging

    ★ 4.1 (49) · Mixed · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Data Storytelling

    Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Storytelling, Dashboard Creation, Interactive Data Visualization, Professional Networking, Data Visualization Software, Report Writing, Technical Communication, Power BI, Relationship Building, Stakeholder Engagement, Interviewing Skills, Job Analysis

    ★ 4.8 (31) · Beginner · Course · 1 - 4 Weeks

  • Y

    Yale University

    South Asian Religions & Ecology

    Skills you'll gain: Environmental Issue, Sustainable Development, Environment and Resource Management, Cultural Sensitivity, Culture, Social Justice, Liberal Arts, Cultural Diversity, Ethical Standards And Conduct

    ★ 4.8 (33) · Beginner · Course · 1 - 3 Months

  • C

    CertNexus

    Follow a Machine Learning Workflow

    Skills you'll gain: Data Preprocessing, Data Analysis, Model Training, Data Collection, AI Workflows, MLOps (Machine Learning Operations), Statistical Analysis, Model Deployment, Data Processing, Data Cleansing, Applied Machine Learning, Predictive Modeling, Machine Learning, Model Evaluation, Descriptive Statistics, Machine Learning Algorithms, Process Management

    ★ 4.7 (21) · Intermediate · Course · 1 - 3 Months

  • D

    Deep Teaching Solutions

    Think Critically: Deductive Reasoning and Mental Models

    Skills you'll gain: Deductive Reasoning, Cognitive flexibility, Logical Reasoning, Critical Thinking, Critical Thinking and Problem Solving, Independent Thinking, Analytical Skills, Open Mindset, Problem Solving, Decision Making, Ancient History, Self-Awareness

    ★ 4.8 (41) · Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Addressing Racial Health Inequity in Healthcare

    Skills you'll gain: Health Disparities, Health Equity, Social Justice, Community Health, Social Determinants Of Health, Public Health, Medicaid, Health Systems, Healthcare Industry Knowledge, Diversity Awareness, Health Policy, Diversity Equity and Inclusion Initiatives, Social Sciences, Health Care Procedure and Regulation, Medicare, Healthcare Ethics, Community Organizing, Continuous Quality Improvement (CQI), Health Care, Managed Care

    ★ 4.6 (24) · Beginner · Specialization · 3 - 6 Months

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

  • Association Rules Analysis: University of Colorado Boulder
  • Scikit-Learn For Machine Learning Classification Problems: Coursera
  • Information Extraction from Free Text Data in Health: University of Michigan
  • Engaging ELLs and Their Families in the School and Community: Arizona State University
  • 3D Printing Capstone: University of Illinois Urbana-Champaign
  • Machine Learning with TensorFlow Google Cloud 日本語版: Google Cloud
  • Software Defined Networking: Georgia Institute of Technology
  • Data Storytelling: DeepLearning.AI
  • South Asian Religions & Ecology: Yale University
  • Follow a Machine Learning Workflow: CertNexus

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)

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