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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


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    C

    Coursera

    AI in Supply Chain Forecasting and Risk Management

    Skills you'll gain: Supply Chain Management, Supply Chain Planning, Inventory Management System, Supply Chain Systems, Forecasting, Customer Demand Planning, AI Enablement, Supplier Management, Risk Mitigation, Transportation, Supply Chain, and Logistics, Automation, Risk Management, Operational Efficiency

    4.4
    Rating, 4.4 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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    Aptly

    Introduction to Accessibility and Universal Design

    Skills you'll gain: Web Content Accessibility Guidelines, Video Production, Instructional Design, Disabilities, Web Content, Learning Strategies, User Centered Design, Technical Documentation, Microsoft Office, Law, Regulation, and Compliance

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Generative AI for Data Science

    Skills you'll gain: Generative AI, Large Language Modeling, Data Ethics, Transfer Learning, Prompt Engineering, Responsible AI, Feature Engineering, Model Deployment, AI Security, Advertising, Marketing, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Toronto

    Gender Analytics Capstone Project

    Skills you'll gain: Human Centered Design, Design Thinking, Change Management, Storytelling, Analysis, Data Storytelling, Data Analysis, Complex Problem Solving, Social Impact, Stakeholder Analysis, Innovation, Quantitative Research, Strategic Communication, Analytics, Diversity and Inclusion, Qualitative Research, Resource Allocation

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

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    Universitat Autònoma de Barcelona

    Sport Sponsorship. Let them Play

    Skills you'll gain: Peer Review, Event Marketing, Brand Marketing, Brand Management, Business Development, Proposal Development, Event Management, Drive Engagement, Business Planning, Program Implementation, Case Studies, Advertising Sales, Stakeholder Management, Social Impact, Employee Engagement

    4.4
    Rating, 4.4 out of 5 stars
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    285 reviews

    Beginner · Course · 1 - 3 Months

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    2

    28DIGITAL

    Sustainable Digital Innovation

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Business Transformation, Digital Transformation, Environmental Social And Corporate Governance (ESG), Governance, Innovation, Stakeholder Engagement, Sustainability Reporting, Business Leadership, Business Strategies, Business Modeling, Market Opportunities, Value Propositions

    4.5
    Rating, 4.5 out of 5 stars
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    200 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    Statistical Inference and Hypothesis Testing in Data Science Applications

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Methods, Probability & Statistics, Data Ethics, Statistical Analysis, Quantitative Research, Statistical Inference, Statistics, Sample Size Determination, Sampling (Statistics)

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    50 reviews

    Intermediate · Course · 1 - 3 Months

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    LearnKartS

    Project Approaches, Lifecycles, and Agile Implementation

    Skills you'll gain: Agile Project Management, Agile Methodology, Agile Software Development, Kanban Principles, Lean Methodologies, Project Management Life Cycle, Scaled Agile Framework, Project Implementation, Workflow Management, Sprint Planning, Project Planning, Project Management, Backlogs, Change Management, Sprint Retrospectives, Team Leadership

    4.7
    Rating, 4.7 out of 5 stars
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    46 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Corporate Finance Institute

    Financial Statements in Power BI

    Skills you'll gain: Data Analysis Expressions (DAX), Snowflake Schema, Power BI, Financial Statements, Business Intelligence, Financial Reporting, Cash Flows, Microsoft Excel, Financial Data, Data Modeling, Balance Sheet, Income Statement, SQL

    4.7
    Rating, 4.7 out of 5 stars
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    38 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    데이터 과학이란 무엇인가?

    Skills you'll gain: Data Storytelling, Data Mining, Data Science, Data-Driven Decision-Making, Digital Transformation, Big Data, Data Analysis, Business Analytics, Regression Analysis, Analytics, Apache Hadoop, Health Informatics, Deep Learning

    4.5
    Rating, 4.5 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    Prediction Models with Sports Data

    Skills you'll gain: Logistic Regression, Forecasting, Data Processing, Predictive Modeling, Statistical Modeling, Data Analysis, Analytics, Regression Analysis, Pandas (Python Package), Model Evaluation, Python Programming, Probability, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
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    41 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    GenAI for Risk Management Essentials

    Skills you'll gain: Responsible AI, Enterprise Risk Management (ERM), Risk Management Framework, Risk Management, Governance Risk Management and Compliance, Data Ethics, Business Risk Management, Generative AI, AI Enablement, Compliance Management, Risk Mitigation, Risk Analysis, Regulatory Compliance, Governance, Mitigation, Artificial Intelligence, Continuous Monitoring

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • AI in Supply Chain Forecasting and Risk Management: Coursera
  • Introduction to Accessibility and Universal Design: Aptly
  • Generative AI for Data Science: Microsoft
  • Gender Analytics Capstone Project: University of Toronto
  • Sport Sponsorship. Let them Play: Universitat Autònoma de Barcelona
  • Sustainable Digital Innovation: 28DIGITAL
  • Statistical Inference and Hypothesis Testing in Data Science Applications: University of Colorado Boulder
  • Project Approaches, Lifecycles, and Agile Implementation: LearnKartS
  • Financial Statements in Power BI: Corporate Finance Institute
  • 데이터 과학이란 무엇인가?: 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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