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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • U

    University of California, Irvine

    Introduction to Learning Transfer and Life Long Learning (3L)

    Skills you'll gain: Training and Development, Training Programs, Employee Training, Knowledge Transfer, On-The-Job Training, Learning Theory, Motivational Skills, Lifelong Learning, Willingness To Learn, Human Learning, Organizational Change, Performance Measurement, Change Management, Learning Strategies, Overcoming Obstacles

    4.5 stars, 232 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (232) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Create Machine Images Using gcloud compute

    Skills you'll gain: Virtual Machines, Virtualization and Virtual Machines, Cloud Infrastructure, Google Cloud Platform, Infrastructure As A Service (IaaS), Virtualization, Cloud Computing, Cloud Management, Command-Line Interface, System Configuration, Configuration Management

    Beginner · Project · Less Than 2 Hours

    Category: New
    New
    Category: Free
    Free
  • U

    University of Leeds

    Training and Learning Online

    Skills you'll gain: Critical Thinking, Collaboration, Collaborative Software, Learning Strategies, Personal Development, digital literacy, Communication, Self-Awareness, Digital Communications

    4.6 stars, 162 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (162) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Foundations of Reinforcement Learning

    Skills you'll gain: Reinforcement Learning, Deep Learning, Machine Learning Methods, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Markov Model, Artificial Intelligence, Responsible AI, Computational Logic, Machine Learning Algorithms, AI Workflows, Agentic systems, Decision Intelligence, Statistical Machine Learning, Applied Machine Learning, Artificial Neural Networks, Model Optimization, Theoretical Computer Science, Algorithms, Applied Mathematics

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    New York Institute of Finance

    Reinforcement Learning for Trading Strategies

    Skills you'll gain: Reinforcement Learning, Recurrent Neural Networks (RNNs), Financial Trading, Deep Learning, Portfolio Management, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Artificial Neural Networks, Machine Learning Software, Applied Machine Learning, Model Optimization, Markov Model, Securities Trading, Model Deployment, Risk Management

    3.4 stars, 251 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.4 (251) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    AI, ML and IIoT in Manufacturing

    Skills you'll gain: Wireless Networks, Reinforcement Learning, Communication Systems, Real Time Data, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    Intel

    Establishing Effective Educator-Machine Partnerships

    Skills you'll gain: Innovation, Education Software and Technology, Digital pedagogy, Education and Training, Technology Strategies, Technology Roadmaps

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Deep Learning with PyTorch

    Skills you'll gain: Recurrent Neural Networks (RNNs), Model Optimization, Convolutional Neural Networks, Transfer Learning, Model Training, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Gamification Learning with Genially

    Skills you'll gain: Interactive Learning, Education Software and Technology, Digital pedagogy

    4.6 stars, 85 reviews, Beginner, Guided Project, Less Than 2 Hours

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

    Category: Free
    Free
  • E

    Edureka

    Advanced Deep Learning Architectures

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Autoencoders, Model Optimization, Vision Transformer (ViT), Artificial Neural Networks, Model Deployment, Model Training, Deep Learning, Recurrent Neural Networks (RNNs), Embeddings, Machine Learning Methods, PyTorch (Machine Learning Library), AI Enablement, Artificial Intelligence

    Advanced · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Model Optimization, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization

    3.9 stars, 44 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 3.9 (44) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Introduction to Deep Learning

    Skills you'll gain: Recurrent Neural Networks (RNNs), Generative AI, Fine-tuning, Vision Transformer (ViT), Machine Learning Methods, Model Optimization, Model Training, Large Language Modeling, Embeddings, Network Architecture

    4.6 stars, 17 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (17) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Introduction to Learning Transfer and Life Long Learning (3L): University of California, Irvine
  • Create Machine Images Using gcloud compute: Google Cloud
  • Training and Learning Online: University of Leeds
  • Foundations of Reinforcement Learning: University of Colorado Boulder
  • Reinforcement Learning for Trading Strategies: New York Institute of Finance
  • AI, ML and IIoT in Manufacturing: L&T EduTech
  • Establishing Effective Educator-Machine Partnerships: Intel
  • Deep Learning with PyTorch: Coursera
  • Gamification Learning with Genially: Coursera
  • Advanced Deep Learning Architectures: Edureka

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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