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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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    Saïd Business School, University of Oxford

    AI and Sustainability: Leading Responsibly

    Skills you'll gain: Responsible AI, AI Enablement, Sustainable Business, Strategic Leadership, Corporate Sustainability, AI Product Strategy, Governance, Environmental Social And Corporate Governance (ESG), Sustainable Development, Artificial Intelligence, Sustainable Systems, Social Justice, Organizational Leadership, AI literacy, Leadership, Organizational Strategy, Sustainable Technologies, Ethical Standards And Conduct, Change Management, Risk Management

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Evaluating Large Language Model Outputs: A Practical Guide

    Skills you'll gain: Responsible AI, LLM Application, Large Language Modeling, Model Evaluation, AI literacy, Generative AI, Data Ethics, Google Cloud Platform, Model Optimization, Quality Assessment, Image Quality, Human Factors

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Generative AI for Data Science with Copilot

    Skills you'll gain: Generative AI, Microsoft Copilot, Generative Model Architectures, Generative Adversarial Networks (GANs), Responsible AI, Data Ethics, Data Security, Information Privacy, Anomaly Detection, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    40 reviews

    Beginner · Course · 1 - 4 Weeks

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    Kotter

    The Science of Change

    Skills you'll gain: Organizational Change, Change Management, Business Transformation, Leadership Studies, Organizational Leadership, Organizational Development, Business Leadership, Organizational Structure, Culture Transformation, Leadership and Management, Leadership Development, Overcoming Obstacles, Case Studies, Organizational Strategy, Strategic Leadership, Industrial and Organizational Psychology, Leadership, Drive Engagement, Cross-Functional Collaboration, Lifelong Learning

    4.6
    Rating, 4.6 out of 5 stars
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    101 reviews

    Beginner · Specialization · 1 - 3 Months

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    University of Colorado Boulder

    Current-Mode Control

    Skills you'll gain: Power Electronics, Control Systems, Electrical Engineering, Simulation and Simulation Software, Electrical Power, Electronics, Simulations, Electronics Engineering, Mathematical Modeling, Engineering Analysis

    Build toward a degree

    4.9
    Rating, 4.9 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Banco Interamericano de Desarrollo

    Educación sobre cambio climático: entornos sostenibles

    Skills you'll gain: Climate Change Programs, Environment, Climate Change Adaptation, Water Resources, Environmental Resource Management, Hydrology, Sustainable Development, Environmental Issue, Health Education, Water Sustainability, Sustainable Systems, Land Management, Environment Health And Safety, Environmental Science, Community Development, Teaching, Natural Resource Management, Education and Training, Interactive Learning, Instructing

    4.8
    Rating, 4.8 out of 5 stars
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    58 reviews

    Intermediate · Course · 1 - 4 Weeks

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    28DIGITAL

    Capstone: Autonomous Runway Detection for IoT

    Skills you'll gain: Embedded Software, Real-Time Operating Systems, Embedded Systems, Software Systems, Internet Of Things, Real Time Data, System Requirements, Software Development, Secure Coding, Cloud Computing Architecture, Systems Engineering, Cloud-Based Integration, System Design and Implementation, Back-End Web Development, System Implementation, Communication Systems, System Testing, Algorithms, Performance Testing, Systems Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    69 reviews

    Advanced · Course · 1 - 4 Weeks

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    Packt

    TradeStation EasyLanguage for Algorithmic Trading

    Skills you'll gain: Financial Trading, Artificial Intelligence, Market Trend, Technical Analysis, Applied Machine Learning, Algorithms, Securities Trading, Verification And Validation, Futures Exchange, Risk Management, Model Evaluation, Market Data, Machine Learning Algorithms, Machine Learning, Trend Analysis, Performance Analysis, Scripting, Scripting Languages, Finance

    Beginner · Course · 1 - 3 Months

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    Packt

    Mastering ISO 27001 Controls: Implementation and Auditing

    Skills you'll gain: ISO/IEC 27001, Auditing, Audit Planning, Security Controls, Cyber Security Policies, Security Management, Information Systems Security, Risk Management, Risk Management Framework, Identity and Access Management, Change Control, Record Keeping, Information Technology

    4.2
    Rating, 4.2 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency

    Skills you'll gain: Responsible AI, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Intelligence, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Automatic Data Processing, Inc. (ADP)

    HR Fundamentals: The Building Blocks of HCM

    Skills you'll gain: Human Capital, Human Resources, Human Resource Strategy, Human Resource Management, Human Resources Management and Planning, Workforce Management, Workforce Planning, Workforce Development, Talent Management, Employee Retention, Full Cycle Recruitment, People Analytics, Benefits Administration, Employee Engagement, Payroll, Employee Onboarding, Payroll Administration, Data-Driven Decision-Making, Professional Development, Data Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Master Ethical & AI-Driven Market Decision-Making

    Skills you'll gain: Data Ethics, Responsible AI, Business Ethics, Strategic Decision-Making, Data Management, Initiative and Leadership, Information Privacy, Market Research, Ethical Standards And Conduct, Governance, Strategic Leadership, Market Intelligence, Artificial Intelligence, AI literacy, Law, Regulation, and Compliance, Market Analysis, Economics, Policy, and Social Studies, Accountability

    Beginner · Course · 1 - 4 Weeks

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

  • AI and Sustainability: Leading Responsibly: Saïd Business School, University of Oxford
  • Evaluating Large Language Model Outputs: A Practical Guide: Coursera
  • Generative AI for Data Science with Copilot: Microsoft
  • The Science of Change: Kotter
  • Current-Mode Control: University of Colorado Boulder
  • Educación sobre cambio climático: entornos sostenibles: Banco Interamericano de Desarrollo
  • Capstone: Autonomous Runway Detection for IoT: 28DIGITAL
  • TradeStation EasyLanguage for Algorithmic Trading: Packt
  • Mastering ISO 27001 Controls: Implementation and Auditing: Packt
  • Responsible AI for Developers: Interpretability & Transparency: Google Cloud

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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