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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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    Fred Hutchinson Cancer Center

    AI for Efficient Programming: Harnessing the Power of LLMs

    Skills you'll gain: Debugging, Responsible AI, Maintainability, ChatGPT, OpenAI, Computer Programming Tools, Bioinformatics, Artificial Intelligence, Prompt Engineering, Large Language Modeling, Software Development, Generative AI, Programming Principles, Data Science

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Advanced Quality and Capstone Project

    Skills you'll gain: Quality Assurance, Software Quality Assurance, Test Planning, Test Case, Continuous Integration, DevOps, Software Testing, Regression Testing, Test Execution Engine, Software Engineering Tools, Agile Methodology, Issue Tracking, Risk Management Framework, Automation

    Intermediate · Course · 1 - 4 Weeks

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    I

    Indian Institute for Human Settlements

    Reimagining Education for Equity

    Skills you'll gain: Social Justice, Child Development, Community Development, Working With Children, Education and Training, Socioeconomics, Higher Education, Pedagogy, Sustainable Development, Cultural Diversity, Social Impact, Teaching, Curriculum Development, Policy Analysis, Diversity Equity and Inclusion Initiatives, Qualitative Research, Critical Thinking

    Intermediate · Course · 1 - 3 Months

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    Alberta Machine Intelligence Institute

    Ethics and Responsible Practices in GenAI

    Skills you'll gain: Responsible AI, Data Ethics, Business Ethics, Generative AI, Regulatory Requirements, Governance, Information Privacy, Social Studies, Data Security

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Resilience & Leadership: Design, Development, & Integration

    Skills you'll gain: Crisis Management, Climate Change Adaptation, Change Management, Business Continuity, Organizational Change, Engineering Management, Contingency Planning, Sustainable Development, Systems Thinking, Organizational Leadership, Risk Management, Leadership, Innovation, Cross-Functional Collaboration, Vulnerability

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Packt

    AZ-500: Microsoft Azure Security Technologies

    Skills you'll gain: Vulnerability Scanning, Distributed Denial-Of-Service (DDoS) Attacks, Microsoft Azure, Cloud Security, Virtual Private Networks (VPN), Network Security, Vulnerability Assessments, Continuous Monitoring, Data Security, Key Management, Kubernetes, Security Controls, Hardening, Database Architecture and Administration, Network Administration, Network Routing, System Monitoring, Remote Access Systems, User Accounts, Authorization (Computing)

    Advanced · Specialization · 1 - 3 Months

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    Coursera

    GenAI for Loan Officers: Revolutionizing Credit Scoring

    Skills you'll gain: Responsible AI, Loan Origination, Lending and Underwriting, Consumer Lending, Commercial Lending, Loan Documentation, Workflow Management, Generative AI, Regulatory Compliance, AI Enablement, Customer Communications Management, Credit Risk, AI Workflows, Document Management, Financial Services, Business Process Automation, AI Personalization

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Fundamentals of Test Case Design

    Skills you'll gain: Test Case, Test Script Development, Test Planning, Test Automation, Test Engineering, Acceptance Testing, Test Tools, White-Box Testing, CI/CD, Software Quality Assurance, Test Data, Regression Testing, Quality Assurance

    Beginner · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    Introduction to QoS and QoS Mechanisms

    Skills you'll gain: Performance Tuning, Wide Area Networks, Network Troubleshooting, Network Planning And Design

    Beginner · Course · 1 - 3 Months

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    Coursera

    Design A Newsletter with MailChimp

    Skills you'll gain: Newsletters, Email Marketing, Project Design, Content Creation, Scheduling, Test Tools, User Accounts, Marketing, Communication

    Intermediate · Guided Project · Less Than 2 Hours

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    Deep Teaching Solutions

    เรียนแบบนี้แต่แรก ก็เก่งไปนานแล้ว

    Beginner · Course · 1 - 4 Weeks

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    Packt

    JavaScript DOM - Interactive and Dynamic Web Pages

    Skills you'll gain: Javascript, Web Applications, HTML and CSS, Animations, Hypertext Markup Language (HTML), Event-Driven Programming, Web Design and Development, UI Components, Data Structures, Debugging

    Beginner · Course · 1 - 4 Weeks

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

  • AI for Efficient Programming: Harnessing the Power of LLMs: Fred Hutchinson Cancer Center
  • Advanced Quality and Capstone Project: Board Infinity
  • Reimagining Education for Equity: Indian Institute for Human Settlements
  • Ethics and Responsible Practices in GenAI: Alberta Machine Intelligence Institute
  • Resilience & Leadership: Design, Development, & Integration: University of Colorado Boulder
  • AZ-500: Microsoft Azure Security Technologies: Packt
  • GenAI for Loan Officers: Revolutionizing Credit Scoring: Coursera
  • Fundamentals of Test Case Design: Board Infinity
  • Introduction to QoS and QoS Mechanisms: Cisco Learning and Certifications
  • Design A Newsletter with MailChimp: Coursera

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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