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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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    Pearson

    Certified Kubernetes Administrator (CKA): Unit 5

    Skills you'll gain: Kubernetes, Network Troubleshooting, Technical Support and Services, Problem Management, Event Monitoring, Network Monitoring, Debugging, System Monitoring, Servers

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of Micro850 PLC Programming

    Skills you'll gain: Simulation and Simulation Software, Programmable Logic Controllers, Industrial Engineering, Control Systems, Data Structures, Electronic Hardware, Data Management

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Orchestrate, Evaluate, and Release GenAI Systems

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Cloud Deployment, Verification And Validation, Site Reliability Engineering, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, Kubernetes, System Requirements

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    cPanel Basics: Configure, Manage & Optimize

    Skills you'll gain: Control Panels, Cloud Hosting, User Accounts, File Management, System Configuration, Web Servers, Content Management, Safety and Security, User Interface (UI)

    Mixed · Course · 1 - 4 Weeks

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    AI CERTs

    Responsible AI Principles

    Skills you'll gain: Responsible AI, AI Security, Data Ethics, Governance, Data Governance, Law, Regulation, and Compliance, Ethical Standards And Conduct, Compliance Training, Artificial Intelligence, Business Ethics, Compliance Management, Accountability, Regulatory Requirements, Governance Risk Management and Compliance, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Stakeholder Engagement

    Beginner · Course · 1 - 3 Months

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    LearnKartS

    Certified Cloud Security Professional Exam Prep

    Skills you'll gain: Threat Modeling, Cloud Security, Cyber Threat Intelligence, Open Web Application Security Project (OWASP), Data Governance, Security Information and Event Management (SIEM), Cloud Computing Architecture, Incident Response, Identity and Access Management, Cloud Infrastructure, DevSecOps, Event Monitoring, AWS Identity and Access Management (IAM), MITRE ATT&CK Framework, Business Continuity Planning, Data Management, Virtual Machines, Network Monitoring, Zero Trust Network Access, Disaster Recovery

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    NumPy & Pandas: Analyze & Transform Data

    Skills you'll gain: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Pivot Tables And Charts, Data Preprocessing, Data Cleansing, Data Analysis, Numerical Analysis, Statistical Analysis, Data Structures, Descriptive Statistics

    Mixed · Course · 1 - 4 Weeks

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    L&T EduTech

    Design of Hydropower Structures

    Skills you'll gain: Hydraulics, Structural Engineering, Civil Engineering, Hydrology, Water Resource Management, Environmental Engineering, Structural Analysis, Construction, Mechanical Design, Engineering Analysis, Engineering Design Process

    Advanced · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Ruta ExperiencIA

    Skills you'll gain: Generative AI, Artificial Intelligence, Productivity, AI Enablement, LLM Application, Microsoft Copilot, Data Ethics, Responsible AI, Machine Learning, Natural Language Processing

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Predictive Analytics: Apply, Analyze & Interpret

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Forecasting, Business Analytics, Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Case Studies, Financial Analysis, Microsoft Excel

    Mixed · Course · 1 - 3 Months

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    Packt

    Blender Lighting & Compositing for Beginners

    Skills you'll gain: Cinematography, Computer Graphics, 3D Modeling, Visualization (Computer Graphics), Photography, Image Quality

    Beginner · Course · 1 - 3 Months

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    Packt

    Build Anything With AI Agents - Apps - Games - Assistants

    Skills you'll gain: AI Enablement, OpenAI, Development Environment, Game Design, Agentic systems, Web Scraping

    Intermediate · Course · 1 - 3 Months

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

  • Certified Kubernetes Administrator (CKA): Unit 5: Pearson
  • Foundations of Micro850 PLC Programming: Packt
  • Orchestrate, Evaluate, and Release GenAI Systems: Coursera
  • cPanel Basics: Configure, Manage & Optimize: EDUCBA
  • Responsible AI Principles: AI CERTs
  • Certified Cloud Security Professional Exam Prep: LearnKartS
  • NumPy & Pandas: Analyze & Transform Data: EDUCBA
  • Design of Hydropower Structures: L&T EduTech
  • Microsoft Ruta ExperiencIA: Microsoft
  • Predictive Analytics: Apply, Analyze & Interpret: EDUCBA

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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