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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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    Niel Asher Education

    Yoga Methods for Functional Well-Being

    Skills you'll gain: Meditation & Breathwork, Physical Therapy, Stress Management, Exercise Therapy, Mobility Assistance, Athletic Training, Rehabilitation, Kinesiology, Pain Management, Adaptability, Adaptive Equipment, Mental Health Therapies

    Beginner · Course · 3 - 6 Months

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    Packt

    AWS Data, Integration and Modern Workloads

    Skills you'll gain: AWS Kinesis, Amazon Web Services, Amazon DynamoDB, AWS SageMaker, Amazon Redshift, Database Administration, Extract, Transform, Load, Databases, Relational Databases, Real Time Data, Cloud Applications, Database Management Systems, Scalability, Data Integration, Cloud Deployment, Middleware, Cloud-Based Integration, Web Services, Data Warehousing, Data Integrity

    Intermediate · Course · 1 - 3 Months

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    Real Madrid Graduate School Universidad Europea

    Must-Know Concepts - Basic requirements for data analysis

    Skills you'll gain: Data Presentation, Data Literacy, Matplotlib, Analytics, Probability Distribution, Data Processing, Probability & Statistics, Statistical Methods, Statistical Analysis, Probability, Data Cleansing, Computer Programming Tools, Data Collection, Performance Measurement, Python Programming, Technical Analysis

    Beginner · Course · 1 - 4 Weeks

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    Dubai College of Tourism

    Service Foundations for Dubai's Hospitality Sector

    Skills you'll gain: Hospitality Services, Intercultural Competence, Greeting Customers, Hospitality, Communication, Expectation Management, Teamwork, Rapport Building, Growth Mindedness, Personal Development, Service Recovery, Friendliness, Lifelong Learning, Collaboration, Team Collaboration, Continuous Improvement Process, Professionalism, Cultural Sensitivity, Personalized Service, Composure

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Data Processing and Exploration with NumPy & Pandas

    Skills you'll gain: Data Processing, Pivot Tables And Charts, Data Visualization, Data Analysis, Data Transformation, Numerical Analysis, Exploratory Data Analysis, Data Cleansing, Data Structures

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    AI Tooling Capstone: Serverless Multi-Model Systems

    Skills you'll gain: Serverless Computing, Amazon Bedrock, AI Workflows, Prompt Engineering, YAML, AI Integrations, AI Orchestration, LLM Application, Model Deployment, Amazon Web Services, Generative Model Architectures, Model Evaluation, Rust (Programming Language), Large Language Modeling, Performance Tuning, Open Source Technology

    Beginner · Course · 1 - 4 Weeks

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    Northwestern University

    현대 로봇공학, 강좌 6: 캡스톤 프로젝트, 모바일 매니퓰레이션

    Skills you'll gain: Machine Controls, Control Systems, Robotics, Simulation and Simulation Software, Automation Engineering, Program Development, Mathematical Software, Mathematical Modeling, Applied Mathematics

    Intermediate · Course · 1 - 4 Weeks

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    Northwestern University

    현대 로봇공학, 강좌 3: 로봇 동역학

    Skills you'll gain: Robotics, Mathematical Software, Mathematical Modeling, Simulation and Simulation Software, Mechanical Engineering, Numerical Analysis, Mechanics, Torque (Physics), Model Optimization, Algorithms, Control Systems, Applied Mathematics, Differential Equations

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Transforming & Analyzing Data: Lakehouse to Insights

    Skills you'll gain: Power BI, Data Transformation, Data Lakes, Data Warehousing, Real Time Data, Extract, Transform, Load, Data Architecture, Data-Driven Decision-Making, Dashboard, Data Pipelines, Dashboard Creation, Data Modeling, Business Reporting, Data Presentation, Transact-SQL, Business Intelligence, Data Analysis, Microsoft 365, Python Programming, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Understanding the U.S. Healthcare Landscape

    Skills you'll gain: Medical Prescription, Pharmaceuticals, Managed Care, Health Systems, Medicaid, Medicare, Health Care, Drug Development, Health Policy, Public Health, Value-Based Care, Health Care Procedure and Regulation, Health Administration, Health Care Administration, Policy Analysis, Community Health, Philanthropy, Tax Laws

    Beginner · Course · 1 - 4 Weeks

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    Packt

    AI & Cybersecurity Threats, Global Actors, and Trends

    Skills you'll gain: DevSecOps, AI Security, IT Security Architecture, Cyber Operations, Exploit development, Incident Response, AI literacy, Zero Trust Network Access

    Intermediate · Course · 3 - 6 Months

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    Packt

    Getting Started with Scrum

    Skills you'll gain: Sprint Retrospectives, Backlogs, Agile Software Development, Agile Methodology, Process Improvement, Continuous Improvement Process, Team Oriented, Meeting Facilitation, Prioritization, Cross-Functional Collaboration

    Beginner · Course · 1 - 3 Months

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

  • Yoga Methods for Functional Well-Being: Niel Asher Education
  • AWS Data, Integration and Modern Workloads: Packt
  • Must-Know Concepts - Basic requirements for data analysis: Real Madrid Graduate School Universidad Europea
  • Service Foundations for Dubai's Hospitality Sector: Dubai College of Tourism
  • Data Processing and Exploration with NumPy & Pandas: Packt
  • AI Tooling Capstone: Serverless Multi-Model Systems: Pragmatic AI Labs
  • 현대 로봇공학, 강좌 6: 캡스톤 프로젝트, 모바일 매니퓰레이션: Northwestern University
  • 현대 로봇공학, 강좌 3: 로봇 동역학: Northwestern University
  • Transforming & Analyzing Data: Lakehouse to Insights: Packt
  • Understanding the U.S. Healthcare Landscape: Northeastern University

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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