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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


  • G

    Google Cloud

    Implantação e escalonamento de modelos de IA com o Cloud Run

    Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Serverless Computing, Generative AI, Application Deployment, Containerization, Machine Learning Methods, Performance Tuning, Scalability

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Build Basic Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative Model Architectures, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Convolutional Neural Networks, Responsible AI, Artificial Neural Networks, Data Ethics, Unsupervised Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2K reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Deploy, Manage, and Orchestrate Your Models

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Application Deployment, Devops Tools

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize ML Dev: Version, Reproduce, and Save

    Skills you'll gain: Git (Version Control System), Version Control, Jupyter, Package and Software Management, Resource Utilization, Virtual Environment

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Validating and Safeguarding Production AI

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), AI Security, Software Engineering, DevOps, CI/CD, Model Deployment, Performance Tuning, Model Evaluation, Secure Coding, Continuous Monitoring, Integration Testing, Sampling (Statistics), Data Validation, Statistical Methods, Python Programming

    Intermediate · Course · 1 - 3 Months

  • V

    Voxy

    Intermediate English: Relaying Information

    Skills you'll gain: English Language, Verbal Communication Skills, Constructive Feedback, Interpersonal Communications, Cooking, Communication, Active Listening, Vocabulary, Language Learning, Grammar, Education Software and Technology, Business Technologies

    Intermediate · Course · 1 - 3 Months

  • U

    University of Toronto

    Introduction to Psychology

    Skills you'll gain: Psychology, Mental Health Diseases and Disorders, Mental Health Therapies, Human Development, Mental Health, Social Sciences, Scientific Methods, Neurology, Experimentation, Research Methodologies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    5.4K reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Optimize and Manage Your ML Codebase

    Skills you'll gain: MLOps (Machine Learning Operations), Version Control, Model Deployment, CI/CD, Git (Version Control System), Continuous Deployment, Performance Tuning, Continuous Integration, Software Development Methodologies, Software Versioning, Release Management, Continuous Delivery, PyTorch (Machine Learning Library), Performance Improvement, Software Testing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    STAR-CCM+: Fluid Flow & Thermal Simulation

    Skills you'll gain: Engineering Calculations, Applied Mathematics, Simulation and Simulation Software, Engineering, 3D Modeling, Thermal Management, Process Analysis, Scientific Visualization, Geometry, Star Schema, Environment

    Intermediate · Course · 1 - 4 Weeks

  • T

    The Hong Kong University of Science and Technology

    Matrix Algebra for Engineers

    Skills you'll gain: Linear Algebra, Engineering Calculations, Algebra, Engineering Analysis, General Mathematics, Advanced Mathematics, Applied Mathematics, Arithmetic, Computational Logic

    4.9
    Rating, 4.9 out of 5 stars
    ·
    4.7K reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    GitHub: Evaluating and Integrating AI Models

    Skills you'll gain: Responsible AI, Model Evaluation, GitHub, Application Programming Interface (API), AI Enablement, Generative AI, Development Environment, LLM Application, API Design, Cloud Development, Microsoft Azure, Scalability, Authentications, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    GenAI in Healthcare & Life Sciences

    Skills you'll gain: Clinical Documentation, Medical Imaging, ChatGPT, Generative AI, Clinical Trials, Precision Medicine, Health Insurance Portability And Accountability Act (HIPAA) Compliance, AI Personalization, Health Care Procedure and Regulation, Patient-centered Care, Health Informatics, Radiology, Clinical Research, Patient Education And Counseling, Decision Support Systems, Artificial Intelligence, Science and Research, Healthcare Ethics, Digital Transformation, Ethical Standards And Conduct

    Intermediate · Course · 1 - 4 Weeks

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

  • Implantação e escalonamento de modelos de IA com o Cloud Run: Google Cloud
  • Build Basic Generative Adversarial Networks (GANs): DeepLearning.AI
  • Deploy, Manage, and Orchestrate Your Models: Coursera
  • Optimize ML Dev: Version, Reproduce, and Save: Coursera
  • Validating and Safeguarding Production AI: Coursera
  • Intermediate English: Relaying Information: Voxy
  • Introduction to Psychology: University of Toronto
  • Optimize and Manage Your ML Codebase: Coursera
  • STAR-CCM+: Fluid Flow & Thermal Simulation: Coursera
  • Matrix Algebra for Engineers: The Hong Kong University of Science and Technology

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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