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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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    EDUCBA

    Retail Management and Supply Chain Strategy

    Skills you'll gain: Planogram, Inventory and Warehousing, Product Assortment, Retail Management, Global Marketing, Merchandising, Warehouse Operations, Warehouse Management, Reverse Logistics, Inventory Management System, Marketing, Supply Chain, Operations Management, Warehousing, Logistics, Product Management, Business Strategy, Sales, Operational Efficiency, Customer Relationship Management

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Business Model for Entrepreneurs

    Skills you'll gain: Entrepreneurship, Growth Strategies, Market Analysis, Operations, Persona Development, Value Propositions, Target Market, Customer Analysis, Marketing Channel, Business Development, Business Strategies, Business, Case Studies, Design Strategies, Design, Decision Making, Web Design and Development, Test Case, Learning Strategies, Test Script Development

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Investment Ethics and Standards

    Skills you'll gain: Ethical Standards And Conduct, Business Ethics, Investment Management, Compliance Training, Decision Making, Legal Risk, Supervision, Performance Reporting, Compliance Management, Compliance Reporting, Regulatory Compliance, Finance, Risk Management Framework, Conflict Management, IT Management, Performance Management, Application Performance Management, Communication, Learning Management Systems, Learning Theory

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Private Equity Valuation & Modeling

    Skills you'll gain: Private Equity, Financial Modeling, Business Valuation, Investment Banking, Financial Forecasting, Governance, Investment Management, Investments, Performance Analysis, Financial Analysis, Finance, Financial Statement Analysis, Cash Flow Forecasting, Banking, Analysis, Corporate Finance, Working Capital, Performance Metric, Market Data, Forecasting

    Beginner · Specialization · 3 - 6 Months

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    IBM

    Data Engineering Foundations

    Skills you'll gain: Extract, Transform, Load, Web Scraping, Database Design, SQL, IBM DB2, Database Management, Data Store, Data Architecture, Relational Databases, Database Systems, Apache Hadoop, Databases, Big Data, Unit Testing, Database Development, Data Storage, Operational Databases, Data Import/Export, Python Programming, NumPy

    4.6
    Rating, 4.6 out of 5 stars
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    60K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Credit Risk Measurement and Management

    Skills you'll gain: Credit Risk, Lending and Underwriting, Risk Modeling, Risk Analysis, Commercial Lending, Portfolio Risk, Securities (Finance), Risk Mitigation, Risk Management, Risk Management Framework, Derivatives, Financial Analysis, Retail Banking, Banking, Portfolio Management, Analysis, Probability, Transfer Learning, Application Frameworks, Design

    Mixed · Course · 1 - 3 Months

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    Edge Impulse

    Edge AI for Microcontrollers

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Embedded Software, Model Training, Embedded Systems, Machine Learning Software, MLOps (Machine Learning Operations), Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Responsible AI, Predictive Modeling, Artificial Intelligence, AI literacy, Machine Learning Methods, Anomaly Detection, AI Product Strategy, Prototyping, Product Development

    4.8
    Rating, 4.8 out of 5 stars
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    908 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Birla Institute of Technology & Science, Pilani

    Writing Practice

    Skills you'll gain: Writing, Grammar, Writing and Editing, Language Competency, Literacy, English Language, Intellectual Property

    Build toward a degree

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

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    Pontificia Universidad Católica de Chile

    Mooc Bienvenidos al español: A1.3

    Skills you'll gain: Spanish Language, Language Learning, Language Competency, Grammar, Oral Comprehension, Vocabulary

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Interactive eLearning with Presentation Tools

    Skills you'll gain: Multimedia, Learning Management Systems, Course Development, Training and Development, Presentations, Instructional Design, Interactive Learning, Information Architecture, Content Management, Education Software and Technology, Digital pedagogy, Animations, Interactive Design, Software Installation, UI Components, Interaction Design, Software Documentation, Graphic and Visual Design

    Mixed · Course · 1 - 4 Weeks

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    Vanderbilt University

    AI Agents with Model Context Protocol

    Skills you'll gain: Claude Code, Prompt Engineering, Model Context Protocol, ChatGPT, Anthropic Claude, Prompt Patterns, Token Optimization, AI Workflows, Prompt Engineering Tools, Generative AI Agents, Multimodal Prompts, Agentic Workflows, AI Orchestration, AI Enablement, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Agentic systems, AI Product Strategy, AI Personalization

    4.8
    Rating, 4.8 out of 5 stars
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    8.2K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Retail Supply Chain and Relationship Management

    Skills you'll gain: Reverse Logistics, Retail Management, Retail Store Operations, Strategic Sourcing, Inventory and Warehousing, Customer experience improvement, Procurement, Customer experience strategy (CX), Warehouse Management, Warehousing, Transportation, Supply Chain, and Logistics, Supply Chain, Supply Management, Customer Service, Logistics, Operations Management, Customer Relationship Management, Relationship Management, Operations, Operational Efficiency

    Mixed · Course · 1 - 3 Months

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

  • Retail Management and Supply Chain Strategy: EDUCBA
  • Business Model for Entrepreneurs: EDUCBA
  • Investment Ethics and Standards: EDUCBA
  • Private Equity Valuation & Modeling: EDUCBA
  • Data Engineering Foundations: IBM
  • Credit Risk Measurement and Management: EDUCBA
  • Edge AI for Microcontrollers: Edge Impulse
  • Writing Practice: Birla Institute of Technology & Science, Pilani
  • Mooc Bienvenidos al español: A1.3: Pontificia Universidad Católica de Chile
  • Interactive eLearning with Presentation Tools: 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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