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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: New
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    SkillUp

    Community Reinvestment Act (CRA)

    Skills you'll gain: Regulatory Compliance, Compliance Training, Interactive Learning, Compliance Management, Financial Regulation, Compliance Reporting, Bank Regulations, Consumer Lending, Compliance Auditing, Regulatory Requirements, Lending and Underwriting, Performance Testing, Banking Services, Performance Measurement, Banking, Needs Assessment, Community Development, Public Policies, Risk Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Infosec

    Cybersecurity Foundations

    Skills you'll gain: Penetration Testing, Cyber Security Policies, Linux Commands, Cyber Security Assessment, Command-Line Interface, Cybersecurity, Security Testing, Cloud Computing, Linux, Risk Management Framework, Network Monitoring, Security Management, Vulnerability Scanning, Operating Systems, Cyber Risk, Cloud Services, Exploitation techniques, General Networking, Cyber Governance, Cyber Security Strategy

    4.7
    Rating, 4.7 out of 5 stars
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    708 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Introduction to Robotics with Webots

    Skills you'll gain: Robotics, Machine Controls, Control Systems, Engineering, Scientific, and Technical Instruments, Automation, Graph Theory, Planning, Algorithms, Computer Programming, Computer Science, Simulation and Simulation Software, Engineering, Simulations, Data Structures, Python Programming, Virtual Environment, Spatial Data Analysis, Linear Algebra, Applied Mathematics, Design

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    81 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Universidad de los Andes

    Ciencia de datos​

    Skills you'll gain: Data Visualization, Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Interactive Data Visualization, Statistical Visualization, Predictive Modeling, Correlation Analysis, Classification And Regression Tree (CART), Data Quality, Data Wrangling, Data Science, Jupyter, Data Analysis, Data Preprocessing, Statistical Machine Learning, Data Transformation, Supervised Learning, Machine Learning Methods

    4.7
    Rating, 4.7 out of 5 stars
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    580 reviews

    Beginner · Specialization · 1 - 3 Months

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    Illinois Tech

    Advanced Statistical Techniques for Data Science

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Statistical Methods, Data Presentation, Analysis, Probability & Statistics, Data Cleansing, Applied Machine Learning, Regression Analysis, Analytics, Statistical Programming, Data Analysis, Logistic Regression, Machine Learning, Verification And Validation

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    50 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Packt

    Data Science Essentials: Analysis, Statistics, and ML

    Skills you'll gain: Plotly, Model Evaluation, NumPy, Statistical Methods, Probability & Statistics, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Database Development, Statistical Analysis, Regression Analysis, Dashboard Creation, Data Manipulation, Python Programming, Applied Machine Learning, Probability, Data Science, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
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    30 reviews

    Intermediate · Specialization · 3 - 6 Months

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    École Polytechnique

    Fundamentals of Fluid-Solid Interactions

    Skills you'll gain: Vibrations, Engineering Analysis, Civil Engineering, Mechanical Engineering, Mechanics, Structural Engineering, Biological Engineering, Applied Mathematics, Biomedical Engineering, Mathematical Modeling, Differential Equations

    4.8
    Rating, 4.8 out of 5 stars
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    737 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Introduction to HTML

    Skills you'll gain: Hypertext Markup Language (HTML), Front-End Web Development, HTML and CSS, Web Language, Web Design and Development, Web Development, Web Development Tools, Web Content, Integrated Development Environments

    4.6
    Rating, 4.6 out of 5 stars
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    2.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Microsoft

    Prepare for DP-100: Data Science on Microsoft Azure Exam

    Skills you'll gain: Databricks, Model Deployment, Responsible AI, Model Training, Microsoft Azure, Data Science, Applied Machine Learning, Data Integration, MLOps (Machine Learning Operations), Predictive Modeling, Model Evaluation, Machine Learning Methods, Machine Learning, Data Preprocessing

    4.4
    Rating, 4.4 out of 5 stars
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    80 reviews

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Data Insights for Healthcare Leadership and Patient Care

    Skills you'll gain: Health Care Administration, Clinical Leadership, Data-Driven Decision-Making, Run Chart, Exploratory Data Analysis, Data Analysis, Continuous Quality Improvement (CQI), Epidemiology, Health Care, Data Visualization, Statistical Visualization, Telehealth, Decision Making, Statistical Analysis, Statistical Methods, Business Metrics

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Scrum.org

    Professional Scrum Product Ownership

    Skills you'll gain: Stakeholder Engagement, Backlogs, User Feedback, Stakeholder Communications, Stakeholder Management, Agile Product Development, Scrum (Software Development), Collaboration, Sprint Planning, Product Management, Stakeholder Analysis, Agile Software Development, Product Improvement, Agile Methodology, Product Strategy, Prioritization, Negotiation, Value Propositions, Adaptability, Customer Insights

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Modern Data Analytics with Python, Excel & Generative AI

    Skills you'll gain: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    490 reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Community Reinvestment Act (CRA): SkillUp
  • Cybersecurity Foundations: Infosec
  • Introduction to Robotics with Webots: University of Colorado Boulder
  • Ciencia de datos​: Universidad de los Andes
  • Advanced Statistical Techniques for Data Science: Illinois Tech
  • Data Science Essentials: Analysis, Statistics, and ML: Packt
  • Fundamentals of Fluid-Solid Interactions: École Polytechnique
  • Introduction to HTML: Coursera
  • Prepare for DP-100: Data Science on Microsoft Azure Exam: Microsoft
  • Data Insights for Healthcare Leadership and Patient Care: John Wiley & Sons

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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