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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


  • E

    EDUCBA

    Master SQL Server Concepts for Database Management

    Skills you'll gain: Database Theory, Database Systems, Database Development, Data Manipulation, System Requirements

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Activity Design with PhET Simulations for STEM Education

    Skills you'll gain: Simulations, Simulation and Simulation Software, Mathematics Education, Teaching, Interactive Design, Digital pedagogy, Experimentation, Design Reviews, Design Strategies, Chemistry, Physics, Biology

    5 stars, 46 reviews, Intermediate, Course, 1 - 3 Months

    ★ 5 (46) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Electric Vehicle Sensors

    Skills you'll gain: Power Electronics, Electrical Systems, Torque (Physics), Electronic Components, Electric Power Systems, Energy and Utilities, Basic Electrical Systems, Electrical Engineering, Engineering, Scientific, and Technical Instruments, Engineering Calculations, High Voltage, Machine Controls, Semiconductors, Thermal Management, Mechanics

    4.4 stars, 68 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (68) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Implement Hand Gesture Recognition with OpenCV

    Skills you'll gain: Program Development, Code Reusability

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    Logical Operations

    R Programming: Data Analysis and Modeling

    Skills you'll gain: Ggplot2, R Programming, Plot (Graphics), Data Visualization, Data Manipulation, Statistical Visualization, Statistical Modeling, Data Analysis, Data Science, Statistical Analysis, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Decision Tree Learning, Machine Learning Algorithms, Regression Analysis, Data Structures, Computer Programming, Computer Programming Tools, Software Development

    Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Codio

    Containers in the Cloud

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Docker (Software), Kubernetes, Program Development, Ansible, Containerization, Ubuntu, Cloud Management, Cloud Platforms, Cloud Deployment, Application Deployment, Firewall, Infrastructure As A Service (IaaS), Security Controls, Cloud Infrastructure, Unix, Development Environment, Amazon Web Services, IT Automation

    3.1 stars, 38 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.1 (38) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Advanced Corporate Finance Strategies

    Skills you'll gain: Mergers & Acquisitions, Capital Budgeting, Corporate Strategy, Capital Expenditure, Corporate Finance, Financial Analysis, Governance, Project Finance, Financial Management, Project Risk Management, Risk Analysis, Business Valuation, Corporate Tax, Finance, Budgeting, Investments, Cash Flow Forecasting, Decision Making, Analysis, Policy Analysis

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google Cloud

    Introduction to Vertex Forecasting and Time Series in Practice

    Skills you'll gain: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Model Training, Google Cloud Platform, Data Preprocessing, Forecasting, Feature Engineering, Cloud Deployment, Data Transformation, Recurrent Neural Networks (RNNs), Model Optimization, Applied Machine Learning, Continuous Monitoring, Deep Learning

    Advanced · Course · 1 - 3 Months

  • E

    EDUCBA

    Workplace Conflict Resolution Skills

    Skills you'll gain: Conflict Management, Negotiation, Teamwork, Collaboration, Professional Development, Interpersonal Communications, Relationship Management, Team Performance Management, Self-Awareness, Team Management, Leadership and Management, Communication, Behavioral Management, Organizational Skills, Organizational Structure, Process Management, IT Management

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Data Wrangling with Python

    Skills you'll gain: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data-Driven Decision-Making, Data Transformation, Data Presentation, Data Processing, Data Cleansing, Data Preprocessing, Statistical Analysis, Seaborn, NumPy, Python Programming

    4.5 stars, 42 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (42) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • S

    STARWEAVER

    GenAI Data and Analytics Academy

    Skills you'll gain: Prompt Engineering, Generative AI Agents, CrewAI, AI Orchestration, Prompt Engineering Tools, Agentic Workflows, AI Workflows, AI Personalization, Generative AI, Application Design, Kubernetes, Artificial Intelligence, Containerization, Enterprise Application Management, Docker (Software), System Monitoring, Agentic systems, MLOps (Machine Learning Operations), Python Programming, Engineering

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Python for Data Science (and Version Control with GitHub)

    Skills you'll gain: A/B Testing, Pandas (Python Package), Matplotlib, Plotly, Data Visualization, Statistical Methods, GitHub, Data Manipulation, Scientific Visualization, Statistical Hypothesis Testing, Version Control, Statistical Analysis, Data Science, Python Programming, NumPy, Data Processing, Data Analysis, Git (Version Control System), Collaborative Software, AI Workflows

    3.7 stars, 9 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.7 (9) · Beginner · 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

  • Master SQL Server Concepts for Database Management: EDUCBA
  • Activity Design with PhET Simulations for STEM Education: University of Colorado Boulder
  • Electric Vehicle Sensors: University of Colorado Boulder
  • Implement Hand Gesture Recognition with OpenCV: EDUCBA
  • R Programming: Data Analysis and Modeling: Logical Operations
  • Containers in the Cloud: Codio
  • Advanced Corporate Finance Strategies: EDUCBA
  • Introduction to Vertex Forecasting and Time Series in Practice: Google Cloud
  • Workplace Conflict Resolution Skills: EDUCBA
  • Data Wrangling with Python: University of Colorado Boulder

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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