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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: Free Trial
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    IBM

    AI Workflow: Feature Engineering and Bias Detection

    Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Machine Learning Algorithms, Classification Algorithms, Design Thinking, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    84 reviews

    Advanced · Course · 1 - 4 Weeks

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    U

    University of London

    Global Diplomacy: the United Nations in the World

    Skills you'll gain: Diplomacy, International Relations, Emergency Response, Crisis Intervention, Sustainable Development, Political Sciences, Public Policies, Social Justice, Public Safety and National Security, Governance, Advocacy, Policy Analysis, World History

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.9K reviews

    Beginner · Course · 1 - 3 Months

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    John Wiley & Sons

    Empowering Teams and Sustaining Leadership Excellence

    Skills you'll gain: Growth Mindedness, Organizational Leadership, Team Motivation, Recognizing Others, Team Leadership, Team Building, Team Performance Management, Leadership Development, Lifelong Learning, Empowerment, Team Collaboration, Leadership, Leadership Studies, Team Management, Strategic Leadership, Motivational Skills, Accountability, Leadership and Management, Drive Engagement, Business Leadership

    Beginner · Course · 1 - 3 Months

  • Status: New
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    LearnKartS

    Azure Deployment Strategies, Containers, AKS, and Monitoring

    Skills you'll gain: Azure DevOps Pipelines, Containerization, CI/CD, Docker (Software), Azure DevOps, Cloud-Native Computing, Microsoft Azure, Continuous Integration, Kubernetes, Application Deployment, Continuous Deployment, Devops Tools, DevOps, Application Performance Management, Event Monitoring, Continuous Monitoring, Capacity Management, Test Planning, Disaster Recovery, Query Languages

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Pearson

    Lifespan Development Introduction and Theories

    Skills you'll gain: Human Development, Child Development, Human Learning, Psychology, Gerontology, Learning Theory, Research, Research Methodologies, Psychosocial Assessments

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    W

    Whizlabs

    Exam Prep SC-401: Microsoft Information Security Admin

    Skills you'll gain: Microsoft Copilot, Data Loss Prevention, Microsoft 365, Azure Active Directory, Microsoft Intune (Mobile Device Management Software), Vulnerability Management, Vulnerability Assessments, Personally Identifiable Information, Patch Management, Microsoft Azure, Data Governance, Identity and Access Management, Authentications, Cloud Security, Information Management, Records Management, Compliance Management, Compliance Auditing, Governance, Risk Management

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    C

    Coursera

    Evaluate Language Models: Metrics for Success

    Skills you'll gain: Model Training, LLM Application, Analysis, Statistical Methods, Benchmarking, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California San Diego

    Mathematical Thinking in Computer Science

    Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Algorithms, Programming Principles, Python Programming, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
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    2.3K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    B

    Board Infinity

    AI App Development: Streamlit, OpenAI API & RAG Projects

    Skills you'll gain: Tool Calling, OpenAI, AI Workflows, LLM Application, AI Integrations, Agentic Workflows, Retrieval-Augmented Generation, AI Orchestration, Generative AI Agents, Multimodal Prompts, Interactive Data Visualization, Prompt Engineering, Application Deployment, Cloud Deployment, Large Language Modeling, Image Analysis, Embeddings, Python Programming, JSON

    Intermediate · Course · 1 - 4 Weeks

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    Case Western Reserve University

    Mathematical Thinking for Advanced Mathematics

    Skills you'll gain: Computational Thinking, Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Advanced Mathematics, Mathematical Modeling, Logical Reasoning, Deductive Reasoning, Critical Thinking, Applied Mathematics, Theoretical Computer Science, General Mathematics, Problem Solving, Mathematics Education, Analytical Skills, Numerical Analysis, Algebra, Geometry, Quantitative Research, Estimation, Verification And Validation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Data Science with Python: Analyze & Visualize

    Skills you'll gain: Box Plots, Data Science, Histogram, Data Presentation, Statistical Analysis, Statistical Methods, Statistical Visualization, Data Preprocessing, Descriptive Statistics, Probability & Statistics, Data Analysis, Data Visualization Software, Data-Driven Decision-Making, Bayesian Statistics, Applied Machine Learning, Scatter Plots, Scripting, Python Programming, Data Processing, Machine Learning Algorithms

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Master ISO 9000: Analyze, Apply, and Achieve Certification

    Skills you'll gain: ISO 9000 Series, Governance Risk Management and Compliance, Quality Management Systems, Quality Improvement, Audit Planning, Quality Management, Continuous Quality Improvement (CQI), Operational Risk, Risk Control, Continuous Improvement Process, Risk Management, Risk Management Framework, Risk Analysis, Audit Working Papers, Technical Standard, Internal Controls, Compliance Management, Governance, Compliance Auditing, Auditing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    37 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • AI Workflow: Feature Engineering and Bias Detection: IBM
  • Global Diplomacy: the United Nations in the World: University of London
  • Empowering Teams and Sustaining Leadership Excellence: John Wiley & Sons
  • Azure Deployment Strategies, Containers, AKS, and Monitoring: LearnKartS
  • Lifespan Development Introduction and Theories: Pearson
  • Exam Prep SC-401: Microsoft Information Security Admin: Whizlabs
  • Evaluate Language Models: Metrics for Success: Coursera
  • Mathematical Thinking in Computer Science: University of California San Diego
  • AI App Development: Streamlit, OpenAI API & RAG Projects: Board Infinity
  • Mathematical Thinking for Advanced Mathematics: Case Western Reserve University

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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