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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


  • Status: Free Trial
    Free Trial
    U

    Universidades AnƔhuac

    Impacto de la IA en la Innovación de Negocios

    Skills you'll gain: Innovation, Entrepreneurship, Artificial Intelligence, New Product Development, Business Transformation, Business Modeling, Business Technologies, Case Studies, Emerging Technologies, Digital Transformation, Prototyping, Algorithms, Big Data, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    9 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Global Climate Change Policies and Analysis

    Skills you'll gain: Environmental Policy, Climate Change Mitigation, International Relations, Policy Analysis, Energy and Utilities, Environmental Regulations, Sustainable Technologies, World History, Hydrology, Environmental Science, Data Analysis, Forecasting

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    7 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Nonlinear Kalman Filters (and Parameter Estimation)

    Skills you'll gain: Estimation, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Control Systems, Mathematical Software, Simulation and Simulation Software, Model Evaluation, Derivatives, Calculus, Computer Programming Tools

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    ISO 14001 Step by Step

    Skills you'll gain: Environmental Management Systems, Environmental Policy, Corrective and Preventive Action (CAPA), Document Control, Environmental Regulations, Compliance Management, Sustainability Standards, Emergency Response, Risk Control, Compliance Auditing, Internal Auditing, Continuous Improvement Process, Performance Analysis, Employee Training, Resource Allocation

    Intermediate Ā· Course Ā· 3 - 6 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Encoder-Decoder Architecture - FranƧais

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Generative Model Architectures, Deep Learning, Machine Learning Methods

    Advanced Ā· Course Ā· 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    IBM

    Linux on LinuxONE

    Skills you'll gain: Linux Administration, Linux, Performance Tuning, Virtualization, Computing Platforms, Virtual Machines, Data Storage Technologies, Cloud Applications, Security Controls, Mainframe Computing, Hardware Architecture, Infrastructure Architecture, Virtual Networking, Artificial Intelligence and Machine Learning (AI/ML), Scalability

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    33 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    C

    Coursera

    ITSM Foundations: Optimizing IT Service Management

    Skills you'll gain: ServiceNow, Problem Management, Incident Management, IT Service Management, Information Technology Infrastructure Library, Release Management, Service Management, Change Management, Information Technology Operations, Information Technology, Problem Solving, Root Cause Analysis, Operational Efficiency, Automation, Workflow Management

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Introduction to Renewable Energy

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Architecture, Sustainable Development, Sustainable Technologies, Sustainability Reporting, Climate Change Mitigation, Corporate Sustainability, Energy and Utilities, Innovation, Environment, Transportation Operations, Architecture and Construction, Architectural Engineering

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    8 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Evaluating and Debugging Generative AI

    Skills you'll gain: MLOps (Machine Learning Operations), Large Language Modeling, Jupyter, AI Workflows, Data Store, Version Control, Metadata Management

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    8 reviews

    Intermediate Ā· Project Ā· Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    LearnQuest

    Generative AI for Cybersecurity

    Skills you'll gain: Penetration Testing, Metasploit, Safety Culture, Cyber Threat Hunting, Cyber Threat Intelligence, Cyber Security Assessment, Cybersecurity, Threat Detection, Generative AI, Security Testing, Vulnerability Scanning, Anomaly Detection, Data Security, Security Strategy, Network Security, Security Software, Change Management, Machine Learning Methods, Ethical Standards And Conduct, Data Visualization

    Beginner Ā· Specialization Ā· 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Corporate Fraud: Detect, Prevent & Implement Controls

    Skills you'll gain: Fraud detection, Sarbanes Oxley Act (SOX) Compliance, Financial Controls, Financial Statement Analysis, Financial Auditing, Internal Controls, Investigation, Corporate Accounting, Compliance Management, Financial Analysis, Anomaly Detection, Risk Control, Business Ethics, Case Studies, Accounting

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    13 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    Quantization Fundamentals with Hugging Face

    Skills you'll gain: Generative AI, Hugging Face, Large Language Modeling, Performance Tuning, Model Deployment, Transfer Learning

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    15 reviews

    Beginner Ā· Project Ā· Less Than 2 Hours

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

  • Impacto de la IA en la Innovación de Negocios:Ā Universidades AnĆ”huac
  • Global Climate Change Policies and Analysis :Ā University of Colorado Boulder
  • Nonlinear Kalman Filters (and Parameter Estimation):Ā University of Colorado System
  • ISO 14001 Step by Step:Ā Packt
  • Encoder-Decoder Architecture - FranƧais:Ā Google Cloud
  • Linux on LinuxONE:Ā IBM
  • ITSM Foundations: Optimizing IT Service Management:Ā Coursera
  • Introduction to Renewable Energy:Ā L&T EduTech
  • Evaluating and Debugging Generative AI:Ā DeepLearning.AI
  • Generative AI for Cybersecurity:Ā LearnQuest

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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