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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    Coursera

    SQL Infrastructure: Secure and Optimize

    Skills you'll gain: Root Cause Analysis, Data Security, Problem Management, Site Reliability Engineering, Capacity Management, Resource Management, Identity and Access Management, Role-Based Access Control (RBAC), Compliance Auditing, Configuration Management

    Advanced · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Developing Industrial Internet of Things

    Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, Internet Of Things, Product Development, Data Preprocessing, Analytics, Embedded Software, Embedded Systems, File Systems, New Product Development, Data Analysis, Debugging, Model Based Systems Engineering, Wireless Networks, General Networking, Computer Engineering, Cybersecurity, IBM Cloud, Failure Analysis

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    854 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Whizlabs

    Generative AI for Azure Cloud Engineers

    Skills you'll gain: Responsible AI, Retrieval-Augmented Generation, Generative AI, Microsoft Copilot, Microsoft Azure, OpenAI API, Prompt Engineering, AI Security, OpenAI, Model Deployment, Microsoft Power Platform, LLM Application, AI Workflows, Microsoft Office, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Blender for Game Asset Creation and Pipeline Integration

    Skills you'll gain: Animations, File Management

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Apply Advanced Tableau Analytics to Real-World Data

    Skills you'll gain: Data Storytelling, Tableau Software, Dashboard, Market Data, Data-Driven Decision-Making, Data Presentation, Feature Engineering, Analytical Skills, Data Ethics, Data Visualization, Exploratory Data Analysis, Data Visualization Software, Case Studies, Business Intelligence, Business Analytics, Financial Market, Interactive Data Visualization, Data Analysis, Financial Data, Financial Analysis

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Analyze and Design AI-Driven Performance Management Systems

    Skills you'll gain: Human Resources Management and Planning, Employee Coaching, Performance Metric, Artificial Intelligence, Change Management, Business Ethics, Return On Investment, Goal Setting

    Beginner · Course · 1 - 4 Weeks

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    Alex Genadinik

    Introduction To Cryptocurrency For People Who Never Used It

    Skills you'll gain: Blockchain, Digital Assets, Cryptography, Security Awareness, Payment Systems, FinTech, Emerging Technologies, Cybersecurity, Investments, Transaction Processing

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Communicate Campaign Updates

    Skills you'll gain: User Feedback, Stakeholder Communications, Stakeholder Management, Project Management, Stakeholder Engagement, Project Design, Strategic Communication, Communication Strategies, Report Writing, Key Performance Indicators (KPIs), Process Improvement, Communication, Business Communication, Kanban Principles, Business Reporting, Project Planning

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Microsoft OneNote (Desktop App)

    Skills you'll gain: Microsoft Office, Microsoft 365, Microsoft Outlook, Collaborative Software, Document Management, File Management, Content Management, Version Control, Data Sharing, Microsoft Excel, Computer Literacy, Journals, Data Integration, Data Import/Export, Computer Security

    Mixed · Course · 1 - 3 Months

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    Coursera

    Plan, Estimate, and Break Down Sprints

    Skills you'll gain: Sprint Planning, Jira (Software), Scrum (Software Development), User Story, Meeting Facilitation, Backlogs, Agile Methodology, Project Planning, Project Estimation, Agile Project Management, Estimation, Work Breakdown Structure, Workflow Management

    Beginner · Course · 1 - 4 Weeks

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    Università Bocconi

    International Leadership and Organizational Behavior

    Skills you'll gain: Conflict Management, Team Motivation, Intercultural Competence, Professional Networking, Organizational Leadership, Cultural Diversity, Cultural Sensitivity, Cross-Functional Team Leadership, Communication, Leadership, Team Management, Ethical Standards And Conduct, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    3.5K reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Apply OpenGL Texturing and Camera Systems

    Skills you'll gain: Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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

  • SQL Infrastructure: Secure and Optimize: Coursera
  • Developing Industrial Internet of Things: University of Colorado Boulder
  • Generative AI for Azure Cloud Engineers: Whizlabs
  • Blender for Game Asset Creation and Pipeline Integration: Packt
  • Apply Advanced Tableau Analytics to Real-World Data: EDUCBA
  • Analyze and Design AI-Driven Performance Management Systems: EDUCBA
  • Introduction To Cryptocurrency For People Who Never Used It: Alex Genadinik
  • Communicate Campaign Updates: Coursera
  • Microsoft OneNote (Desktop App): Logical Operations
  • Plan, Estimate, and Break Down Sprints: 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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