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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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    Vanderbilt University

    ChatGPT Work

    Skills you'll gain: ChatGPT, Artificial Intelligence, AI Workflows, AI literacy, Prompt Engineering, No-Code Development, LLM Application, Context Engineering, Unstructured Data, Data Validation, Information Architecture, Verification And Validation, Dashboard Creation, Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    University of Pennsylvania

    Calculus: Single Variable Part 2 - Differentiation

    Skills you'll gain: Calculus, Applied Mathematics, Derivatives, Estimation

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Mixed · Course · 1 - 4 Weeks

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    University of Michigan

    Brilliant, Passionate You

    Skills you'll gain: Tenacity, Storytelling, Persistence, Personal Development, Overcoming Obstacles, Growth Mindedness, Resilience, Self-Awareness, Mental Health, Community Development, Lifelong Learning, Relationship Building, Goal Setting

    4.6
    Rating, 4.6 out of 5 stars
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    295 reviews

    Beginner · Course · 1 - 3 Months

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    University of California, Davis

    Computational Social Science Methods

    Skills you'll gain: Social Network Analysis, Social Sciences, Network Analysis, Data Science, Machine Learning, Machine Learning Methods, Computational Thinking, Economics, Policy, and Social Studies, Artificial Intelligence, Data Analysis, Social Impact, Simulations, Big Data, Data Collection, Scientific Methods, Digital Analysis, Digital Transformation

    4.7
    Rating, 4.7 out of 5 stars
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    357 reviews

    Beginner · Course · 1 - 4 Weeks

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    Sage Publications

    Advanced Human Resource Management Strategies

    Skills you'll gain: Human Resource Management, Human Resources, Human Resources Management and Planning, Human Resource Strategy, Human Capital, People Analytics, Human Resources Information System (HRIS), HR Tech, Human Resource Policies, Business Ethics, Workforce Development, Workforce Planning, Employee Relations, Performance Management, Organizational Strategy, Employee Performance Management, Strategic Leadership, Ethical Standards And Conduct, Employee Engagement, Talent Acquisition

    Beginner · Course · 1 - 3 Months

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    Sage Publications

    Programming with Python for Social Scientists

    Skills you'll gain: Data Visualization, Matplotlib, Plot (Graphics), Web Scraping, Scientific Visualization, Data Processing, Data Collection, Social Sciences, Social Impact, Data Analysis, Data Ethics, File I/O, Research, Programming Principles, Program Development, Social Justice, Python Programming, Computer Programming, Data Manipulation, Research Reports

    Beginner · Course · 3 - 6 Months

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    The University of Edinburgh

    Know Thyself - The Value and Limits of Self-Knowledge: The Examined Life

    Skills you'll gain: Self-Awareness, Independent Thinking, Liberal Arts, Personal Development, Psychology, Human Development, Research, Cultural Diversity, Meditation & Breathwork, Mindfulness, Ancient History

    4.7
    Rating, 4.7 out of 5 stars
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    821 reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Risk Modeling, Decision Tree Learning, Credit Risk, Predictive Analytics, Logistic Regression, Data-Driven Decision-Making, Model Optimization, Applied Machine Learning, Risk Analysis, Financial Analysis, Machine Learning Methods, Performance Analysis

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Alberta

    Software Processes and Agile Practices

    Skills you'll gain: Agile Methodology, Kanban Principles, Agile Software Development, Software Development Methodologies, Software Development, Software Development Life Cycle, Agile Product Development, Scrum (Software Development), Software Engineering, Process Driven Development, Agile Project Management, Process Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    5.3K reviews

    Mixed · Course · 1 - 4 Weeks

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    Princeton University

    Analysis of Algorithms

    Skills you'll gain: Combinatorics, Algorithms, Theoretical Computer Science, Mathematical Theory & Analysis, Data Structures, Advanced Mathematics, Mathematical Modeling, Probability, Applied Mathematics, Calculus

    4.4
    Rating, 4.4 out of 5 stars
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    1.1K reviews

    Advanced · Course · 1 - 3 Months

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    Packt

    Kubernetes Secrets Handbook

    Skills you'll gain: Kubernetes, Hardening, DevSecOps, Disaster Recovery, Key Management, Cloud Security, Data Security, Encryption, Multi-Cloud, Security Controls, Cloud-Native Computing, Role-Based Access Control (RBAC), Containerization, Data Storage Technologies, Information Assurance, Authorization (Computing), IT General Controls (ITGC), Auditing, Network Troubleshooting, AWS CloudFormation

    Intermediate · Course · 3 - 6 Months

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    University of the Arts London

    Fashion Values: Cultures

    Skills you'll gain: Cultural Responsiveness, Diversity Awareness, Culture, Cultural Diversity, Sustainable Development, Sustainable Systems, Aesthetics, Cultural Sensitivity, Design Thinking, Social Justice, Diversity Equity and Inclusion Initiatives, Storytelling, Sociology, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

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

  • ChatGPT Work: Vanderbilt University
  • Calculus: Single Variable Part 2 - Differentiation: University of Pennsylvania
  • Brilliant, Passionate You: University of Michigan
  • Computational Social Science Methods: University of California, Davis
  • Advanced Human Resource Management Strategies: Sage Publications
  • Programming with Python for Social Scientists: Sage Publications
  • Know Thyself - The Value and Limits of Self-Knowledge: The Examined Life: The University of Edinburgh
  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Software Processes and Agile Practices: University of Alberta
  • Analysis of Algorithms: Princeton 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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