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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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    EDUCBA

    Microsoft DirectX 3D Graphics Development

    Skills you'll gain: Computer Graphics, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Application Development, C++ (Programming Language), Software Design, Microsoft Windows, Software Architecture, Application Lifecycle Management, Context Management, System Configuration, Debugging, Mathematical Theory & Analysis, Data Structures, Applied Mathematics, Linear Algebra, Algebra

    Beginner · Specialization · 1 - 3 Months

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    LearnKartS

    Salesforce Data Management, Reports, and Dashboards

    Skills you'll gain: Dashboard, Salesforce Development, Salesforce, Analytics, Data Import/Export, Data Presentation, Data Analysis, Business Reporting, Data Cleansing, Data Management, Interactive Data Visualization, Data Sharing, Data Validation, Data Security

    Beginner · Course · 1 - 4 Weeks

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    Codio

    Intro to Managing Resources Using Infrastructure-as-Code

    Skills you'll gain: Infrastructure as Code (IaC), Docker (Software), Kubernetes, Terraform, Ansible, Cloud Infrastructure, Containerization, Cloud Management, Cloud Computing Architecture, Systems Development, Firewall, Application Deployment, Security Controls, Bash (Scripting Language)

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Product Marketers: Data-Driven Campaigns

    Skills you'll gain: AI Personalization, Marketing Analytics, A/B Testing, Marketing Strategies, Marketing Effectiveness, Product Marketing, Campaign Management, Marketing, Advertising Campaigns, Performance Measurement, Generative AI, Target Audience, Google Ads, Predictive Analytics, AI Enablement, ChatGPT, Analytics, Automation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Jasper AI: Writing a Product Review Blog Post

    Skills you'll gain: Target Audience, Blogs, Copywriting, User Feedback, Writing, Prompt Engineering, Generative AI Agents, Content Creation, Product Knowledge, Editing, Digital Content

    Intermediate · Guided Project · Less Than 2 Hours

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    Johns Hopkins University

    Honors Algebra 2: Algebraic, Exponential & Log Functions

    Skills you'll gain: Algebra, Applied Mathematics, Graphing, Mathematical Modeling, Advanced Mathematics, Calculus, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Build a Data Warehouse Using BigQuery

    Skills you'll gain: SQL, Business Intelligence, Jupyter, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    Advanced · Course · 1 - 4 Weeks

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    Siemens

    Expedite – Skills for Industry: Future of Industry

    Skills you'll gain: Sustainable Engineering, Cultural Diversity, Engineering Practices, Sustainable Technologies, Cultural Sensitivity, Data Ethics, Digital Transformation, Collaboration, Generative AI, Augmented and Virtual Reality (AR/VR), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cross-Functional Collaboration, Ethical Standards And Conduct

    Beginner · Course · 1 - 3 Months

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    Duke University

    Telehealth: Interprofessional Team-Based Care

    Skills you'll gain: Telehealth, Teamwork, Patient Communication, Collaboration, Health Technology, Health Care, Patient Coordination, Communication, Patient Education And Counseling, Patient-centered Care, Patient Treatment, Patient Flow, Primary Care, Health Systems

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Intermediate Git and GitHub Workflow

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Devops Tools, Collaborative Software, Software Configuration Management, Software Development Tools, Unix Shell, Command-Line Interface, Secure Coding

    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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    Packt

    JavaScript from Beginner to Expert 2.0

    Skills you'll gain: Event-Driven Programming, React.js, Full-Stack Web Development, UI Components, Javascript, Node.JS, Application Deployment, Web Applications, Front-End Web Development, Web Development Tools, Object Oriented Programming (OOP), Web Development, Web Design and Development, Back-End Web Development, Scripting, Frontend Performance, Data Validation, Real Time Data, Browser Compatibility, Data Storage

    Beginner · Specialization · 3 - 6 Months

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

  • Microsoft DirectX 3D Graphics Development: EDUCBA
  • Salesforce Data Management, Reports, and Dashboards: LearnKartS
  • Intro to Managing Resources Using Infrastructure-as-Code: Codio
  • GenAI for Product Marketers: Data-Driven Campaigns: Coursera
  • Jasper AI: Writing a Product Review Blog Post: Coursera
  • Honors Algebra 2: Algebraic, Exponential & Log Functions: Johns Hopkins University
  • Build a Data Warehouse Using BigQuery: Starweaver
  • Expedite – Skills for Industry: Future of Industry: Siemens
  • Telehealth: Interprofessional Team-Based Care: Duke University
  • Intermediate Git and GitHub Workflow: 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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