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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: Preview
    Preview
    N

    National Taiwan University

    發展心理學:哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology)

    Skills you'll gain: Childhood Education and Development, Child Development, Institutional Review Board (IRB), Research Methodologies, Research Design, Research, Human Development, Learning Theory, Data Collection, Psychology, Ethical Standards And Conduct, Informed Consent

    4.6
    Rating, 4.6 out of 5 stars
    ·
    92 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    NumPy, Matplotlib & Pandas – Data Science Prerequisites

    Skills you'll gain: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning Methods, Applied Machine Learning, Machine Learning, Data Science, Machine Learning Algorithms, Data Analysis Software, Statistical Methods, Histogram, Data Processing, Numerical Analysis, Data Import/Export, Probability Distribution, Linear Algebra, Classification Algorithms

    4
    Rating, 4 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Fundamentals of Semiconductor Characterization

    Skills you'll gain: Semiconductors, Electronic Components, Materials science, Electrical Engineering, Electronics, Electronics Engineering, Estimation, Manufacturing Processes, Engineering Calculations

    4.9
    Rating, 4.9 out of 5 stars
    ·
    60 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Robotic Mapping and Trajectory Generation

    Skills you'll gain: Machine Controls, Robotics, Control Systems, Engineering, Scientific, and Technical Instruments, Spatial Data Analysis, Applied Mathematics, Linear Algebra, Python Programming, Algorithms

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Adobe Premiere Pro for Beginners: Quickstart Video-Editing

    Skills you'll gain: Video Editing, Video Production, Adobe Premiere, Storytelling, Post-Production, Adobe Creative Cloud, Content Creation, Timelines, Editing, File Management

    4.1
    Rating, 4.1 out of 5 stars
    ·
    58 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Advanced Topics and Future Trends in Database Technologies

    Skills you'll gain: NoSQL, Data Warehousing, Database Management Systems, Database Systems, Database Architecture and Administration, Database Administration, Database Management, Databases, Database Software, Data Store, Relational Databases, Big Data, Data Architecture, Transaction Processing, Scalability

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    88 reviews

    Beginner · Course · 1 - 4 Weeks

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

    EDUCBA

    Master and Apply Redis for Scalable Systems

    Skills you'll gain: Redis, Data Persistence, Data Store, NoSQL, Performance Tuning, Transaction Processing, Key Management, Server Administration, Data Structures, Data Storage, Real Time Data, Data Management, Servers, Event-Driven Programming, Scalability, Scripting Languages, Software Architecture, Memory Management, Query Languages, Data Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    14 reviews

    Beginner · Specialization · 1 - 3 Months

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

    Coursera

    Building and Optimizing AI Agent Workflows

    Skills you'll gain: Feature Engineering, Agentic Workflows, AI Orchestration, Generative AI Agents, Model Optimization, Model Training, Data Ethics, Responsible AI, Model Deployment, Agentic systems, Artificial Intelligence, Generative AI, MLOps (Machine Learning Operations), Data Transformation, Model Evaluation, Reinforcement Learning, Code Reusability, Fine-tuning, System Design and Implementation, Python Programming

    Intermediate · Course · 1 - 3 Months

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

    EDUCBA

    Futures & Options Trading for Beginners

    Skills you'll gain: Futures Exchange, Derivatives, Financial Market, Financial Systems, Financial Trading, Capital Markets, Risk Management, Securities Trading, Investments, Risk Analysis, Financial Analysis, Finance

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Program Management

    Skills you'll gain: Program Management, Project Management Office (PMO), Project Management Life Cycle, Project Management, Stakeholder Management, Project Management Institute (PMI) Methodology, Program Implementation, Stakeholder Engagement, Organizational Strategy, Team Management, Stakeholder Analysis, Coordinating, Leadership, Job Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    127 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Computational Social Science Capstone Project

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Data Cleansing, Databases, Social Media Analytics, Data Processing, Text Mining, Social Sciences, Applied Machine Learning, Data Collection, Analysis, Unstructured Data, Social Studies, Simulations, Computational Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    44 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    Python per la Data Science

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Applied Machine Learning, Scikit Learn (Machine Learning Library)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

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

  • 發展心理學:哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology): National Taiwan University
  • NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
  • Fundamentals of Semiconductor Characterization: Arizona State University
  • Robotic Mapping and Trajectory Generation: University of Colorado Boulder
  • Adobe Premiere Pro for Beginners: Quickstart Video-Editing: Coursera
  • Advanced Topics and Future Trends in Database Technologies: University of Colorado Boulder
  • Master and Apply Redis for Scalable Systems: EDUCBA
  • Building and Optimizing AI Agent Workflows: Coursera
  • Futures & Options Trading for Beginners: EDUCBA
  • Introduction to Program Management: IBM

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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