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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


  • Status: Free Trial
    Free Trial
    C

    Coursera

    Debug Neural Networks: Analyze Training Dynamics

    Skills you'll gain: Model Training, Model Optimization, Analysis, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master PostgreSQL Database Design and SQL Fundamentals

    Skills you'll gain: Database Development, Database Management Systems, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Politecnico di Milano

    Sustainable Textile Manufacturing

    Skills you'll gain: Sustainable Design, Sustainable Technologies, Sustainability Standards, Sustainable Business, Strategic Sourcing, Manufacturing and Production, Corporate Sustainability, Sustainable Development, Manufacturing Processes, Production Process, Digital Transformation, Environmental Issue, Supply Chain Management, Supply Chain, Prototyping, Case Studies

    4.2
    Rating, 4.2 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Material Jetting and Stereolithography

    Skills you'll gain: Manufacturing Processes, Materials science, Manufacturing and Production, Process Engineering, Production Process, Machine Controls, Experimentation, Prototyping, Process Development, System Configuration, Laboratory Testing, Analytical Testing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    27 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Project Quality and Risk Management

    Skills you'll gain: Project Risk Management, Quality Management, Quality Assurance, Risk Analysis, Quality Monitoring, Risk Management, Risk Mitigation, Quality Control, Quality Improvement, Quality Assurance and Control, Risk Control, Project Management Life Cycle, Project Management, Project Performance, Planning, Pareto Chart, Resilience, Prioritization

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Secure Your Applications

    Skills you'll gain: Azure Active Directory, Microsoft Azure, Web Applications, Cloud Applications, Application Security, Cloud Security, Identity and Access Management, Authorization (Computing), Key Management, Application Development, Security Strategy, Application Programming Interface (API), Authentications, Encryption

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Statistical Inference & Predictive Modeling Foundations

    Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master Sales Techniques: Build, Persuade, and Succeed

    Skills you'll gain: Product Knowledge

    Mixed · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    DevOps and AI on AWS: CI/CD for Generative AI Applications

    Skills you'll gain: Infrastructure as Code (IaC), Amazon CloudWatch, CI/CD, AWS CloudFormation, Application Deployment, Continuous Deployment, Cloud Deployment, Amazon Web Services, Continuous Integration, Model Deployment, IT Automation, DevOps, Cloud Management, Generative AI, Cloud Applications, System Monitoring, Application Performance Management, Automation, Site Reliability Engineering

    4.5
    Rating, 4.5 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Project Planning, WBS and Network Scheduling

    Skills you'll gain: Scope Management, Project Scoping, Work Breakdown Structure, Project Schedules, Requirements Management, Project Management, Project Controls, Timelines, Change Control, Scheduling, Project Management Institute (PMI) Methodology, Project Planning, Dependency Analysis, Process Flow Diagrams, Workflow Management, Product Requirements, Requirements Elicitation, Requirements Analysis

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    Northeastern University

    Industrial Optimization: Models & Linear Programming

    Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Operational Analysis, Linear Algebra, Numerical Analysis, Mathematical Modeling, Algorithms, Model Optimization, Algebra

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Creating Engaging Presentations with Mentimeter

    Skills you'll gain: Education Software and Technology, End User Training and Support

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Debug Neural Networks: Analyze Training Dynamics: Coursera
  • Master PostgreSQL Database Design and SQL Fundamentals: EDUCBA
  • Sustainable Textile Manufacturing: Politecnico di Milano
  • Material Jetting and Stereolithography: Arizona State University
  • Project Quality and Risk Management: EDUCBA
  • Secure Your Applications: Microsoft
  • Statistical Inference & Predictive Modeling Foundations: Coursera
  • Master Sales Techniques: Build, Persuade, and Succeed: EDUCBA
  • DevOps and AI on AWS: CI/CD for Generative AI Applications: Amazon Web Services
  • Project Planning, WBS and Network Scheduling: EDUCBA

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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