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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

    Corporate Finance Essentials for Business Decisions

    Skills you'll gain: Working Capital, Corporate Finance, Cash Management, Capital Budgeting, Financial Management, Governance, Finance, Financial Modeling, Financial Analysis, Cash Flows, Performance Analysis, Performance Measurement, Financial Statement Analysis, Business, Return On Investment, Budgeting, Investment Management, Financial Policy, Investments, Decision Making

    Mixed · Course · 1 - 4 Weeks

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    Vanderbilt University

    Organizational Strategy with Generative AI & AI Agents

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, ChatGPT, Agentic Workflows, Prompt Patterns, Generative AI Agents, AI Enablement, AI Product Strategy, AI Workflows, Generative AI, Prompt Engineering Tools, Multimodal Prompts, OpenAI, Agentic systems, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Thought Leadership, Strategic Decision-Making, Responsible AI, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
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    10K reviews

    Beginner · Specialization · 3 - 6 Months

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    Automatic Data Processing, Inc. (ADP)

    Data-Driven HR Analytics with AI Tools

    Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Data Literacy, Dashboard Creation, Data Visualization, Data-Driven Decision-Making, Data Analysis, Analytics, Data Ethics, Analysis, Workforce Planning, Human Resource Management, Human Resources, Performance Improvement, Personally Identifiable Information, Trend Analysis, Key Performance Indicators (KPIs), Decision Support Systems, Information Privacy

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Workplace Motivation and Service Culture

    Skills you'll gain: Teamwork, Collaboration, Team Building, Team Collaboration, Resilience, Team Performance Management, Motivational Skills, Team Motivation, Enthusiasm, Positivity, Growth Mindedness, Employee Engagement, Self-Motivation, Open Mindset, Communication Strategies, Communication, Productivity, Course Development, Environment, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Natural Language Processing with Probabilistic Models

    Skills you'll gain: Natural Language Processing, Markov Model, Embeddings, Data Preprocessing, Artificial Neural Networks, Machine Learning Methods, Deep Learning, Algorithms, Data Cleansing, Probability & Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    1.8K reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of London

    The Data Science Profession – Student View

    Skills you'll gain: Machine Learning Algorithms, Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    89 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Alberta

    Prediction and Control with Function Approximation

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Deep Learning, Feature Engineering, Machine Learning Algorithms, Machine Learning, Supervised Learning, Artificial Neural Networks, Model Optimization, Algorithms, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
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    851 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    SPSS: Apply & Evaluate Cluster Analysis Techniques

    Skills you'll gain: Unsupervised Learning, SPSS (Software), SPSS, Statistical Machine Learning, Applied Machine Learning, Machine Learning, Machine Learning Methods, Statistical Software, Data Preprocessing, Machine Learning Algorithms, Statistical Analysis, Model Evaluation, Data Mining, Data Cleansing, Data Analysis, Statistical Methods, Data Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Strength of Materials Fundamentals

    Skills you'll gain: Structural Engineering, Structural Analysis, Mechanical Engineering, Mechanical Design, Engineering Analysis, Mechanics, Materials science, Engineering Calculations, Torque (Physics), Engineering, Failure Analysis, Numerical Analysis, Thermal Management, Engineering, Scientific, and Technical Instruments, Safety Assurance, Critical Thinking and Problem Solving, Problem Solving, Complex Problem Solving, Creative Problem-Solving

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Corporate Actions in Finance Operations

    Skills you'll gain: Process Improvement, Process Improvement and Optimization, Corporate Finance, Corporate Tax, Financial Controls, Corporate Communications, Financial Management, Operational Analysis, Corporate Accounting, Operational Efficiency, Equities, General Finance, Finance, Securities (Finance), Investments, Capital Markets, Financial Systems, Operations, Operations Support Systems, Environment

    Mixed · Course · 1 - 4 Weeks

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    IBM

    IBM IT Scrum Master

    Skills you'll gain: User Story, Software Development Life Cycle, Software Architecture, Sprint Retrospectives, Agile Software Development, Kanban Principles, DevOps, Backlogs, Full-Stack Web Development, Software Design, Risk Analysis, Scrum (Software Development), Information Technology, Computer Hardware, Agile Methodology, Agile Project Management, Team Building, Risk Management, Leadership, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    12K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    EDUCBA

    Investment Ethics and Performance Standards

    Skills you'll gain: Ethical Standards And Conduct, Business Ethics, Decision Making, Performance Reporting, Record Keeping, Investment Management, Compliance Reporting, Law, Regulation, and Compliance, Client Services, Strategic Decision-Making, Compliance Management, Portfolio Management, Finance, Financial Market, Regulatory Compliance, Dealing With Ambiguity, Conflict Management, Research, Application Performance Management, Design

    Mixed · Course · 1 - 3 Months

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

  • Corporate Finance Essentials for Business Decisions: EDUCBA
  • Organizational Strategy with Generative AI & AI Agents: Vanderbilt University
  • Data-Driven HR Analytics with AI Tools: Automatic Data Processing, Inc. (ADP)
  • Workplace Motivation and Service Culture: EDUCBA
  • Natural Language Processing with Probabilistic Models: DeepLearning.AI
  • The Data Science Profession – Student View: University of London
  • Prediction and Control with Function Approximation: University of Alberta
  • SPSS: Apply & Evaluate Cluster Analysis Techniques: EDUCBA
  • Strength of Materials Fundamentals: EDUCBA
  • Corporate Actions in Finance Operations: 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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