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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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    Skillshare

    Kickstart Your Creativity with Procreate: Draw Animals

    Skills you'll gain: Digital Design, Design Elements And Principles, Creativity, Peer Review, Color Theory

    Mixed · Course · 1 - 4 Weeks

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    Duke University

    Climate and Health for Healthcare Professions

    Skills you'll gain: Climate Change Adaptation, Health Disparities, Health Equity, Environmental Issue, Advocacy, Social Determinants Of Health, Environmental Science, Health Education, Community Health, Resilience, Adaptability, Collaboration, Health Care, Public Health, Health Systems, Climate Change Mitigation, Sustainable Systems, Patient Communication, Healthcare Industry Knowledge, Leadership Development

    Beginner · Course · 1 - 4 Weeks

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    Packt

    The Complete Pentesting and Privilege Escalation Course

    Skills you'll gain: Penetration Testing, Exploitation techniques, Scenario Testing, Brute-force attacks, Cybersecurity, Vulnerability Assessments, Linux, Command-Line Interface, Cryptography, File Management, Microsoft Windows, Scripting, Virtual Machines

    Intermediate · Course · 1 - 3 Months

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    University of the Arts London

    Creative AI: Text and Transformations

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, ChatGPT, OpenAI, Artificial Intelligence, Responsible AI, Natural Language Processing, Data Ethics, Recurrent Neural Networks (RNNs)

    Beginner · Course · 1 - 4 Weeks

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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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    FutureThink

    Modern Efficiency: Use AI to Lead Productivity

    Skills you'll gain: Meeting Facilitation, Productivity, Operational Efficiency, Time Management, Organizational Leadership, Business Leadership, Leadership, Leadership and Management, Decision Making, Strategic Leadership, Leadership Development, Strategic Decision-Making, Communication Planning, Generative AI, Communication Strategies, Strategic Communication, Artificial Intelligence and Machine Learning (AI/ML), Communication, Business Communication, Corporate Communications

    Beginner · Course · 3 - 6 Months

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    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Cloud Engineering, Amazon Web Services, Cloud Computing, Cloud Deployment, Model Deployment, AWS Identity and Access Management (IAM), Performance Tuning, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Equity Research Report Writing: Analyze & Structure

    Skills you'll gain: Research Reports, Report Writing, Case Studies, Business Writing, Market Data, Analysis, Data Analysis, Financial Analysis, Concision, Proofreading, Financial Statements, Target Audience

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    Mixed · Course · 1 - 4 Weeks

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    Board Infinity

    Fundamentals of Test Case Design

    Skills you'll gain: Test Case, Test Planning, Test Automation, System Testing, Test Engineering, Continuous Integration, Acceptance Testing, Test Tools, CI/CD, Continuous Delivery, Regression Testing, Quality Assurance, Software Development Tools, Software Engineering Tools

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Hands-On Web App Pentesting

    Skills you'll gain: Penetration Testing, Open Web Application Security Project (OWASP), Web Applications, Vulnerability Scanning, Exploitation techniques, Vulnerability Assessments, Application Security, Web Servers, Content Management Systems, Application Programming Interface (API), Databases

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Loan Officers: Revolutionizing Credit Scoring

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

    Intermediate · Course · 1 - 4 Weeks

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    AI Business School

    AI agents and creator tools for HR professionals

    Skills you'll gain: Agentic Workflows, HR Tech, AI Workflows, AI Enablement, Innovation, Feasibility Studies, Risk Analysis

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    Intermediate · Course · 1 - 4 Weeks

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

  • Kickstart Your Creativity with Procreate: Draw Animals : Skillshare
  • Climate and Health for Healthcare Professions: Duke University
  • The Complete Pentesting and Privilege Escalation Course: Packt
  • Creative AI: Text and Transformations: University of the Arts London
  • AZ-500: Microsoft Azure Security Technologies: Packt
  • Modern Efficiency: Use AI to Lead Productivity: FutureThink
  • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera
  • Equity Research Report Writing: Analyze & Structure: EDUCBA
  • Fundamentals of Test Case Design: Board Infinity
  • Hands-On Web App Pentesting: Packt

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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