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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


  • Status: Preview
    Preview
    U

    University at Buffalo

    Computer Vision Basics

    Skills you'll gain: Computer Vision, Image Analysis, Color Theory, Digital Signal Processing, Mathematical Software, Applied Mathematics, Artificial Intelligence, Computer Programming, Matlab, Calculus, Probability & Statistics

    4.2
    Rating, 4.2 out of 5 stars
    ·
    1.8K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Managing Employee Compensation

    Skills you'll gain: Compensation Management, Compensation Strategy, Compensation and Benefits, Benefits Administration, Labor Compliance, Employee Retention, Employee Performance Management, Employee Engagement, Labor Law, Performance Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.9K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Advanced Statistical Techniques for Data Science

    Skills you'll gain: Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Statistical Methods, Data Presentation, Analysis, Probability & Statistics, Data Cleansing, Applied Machine Learning, Regression Analysis, Analytics, Statistical Programming, Data Analysis, Logistic Regression, Machine Learning, Verification And Validation

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    50 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Organisational behaviour: Know your people

    Skills you'll gain: People Management, Diversity and Inclusion, Organizational Leadership, Leadership and Management, Team Building, Team Management, Team Performance Management, Workplace inclusivity, Leadership, Intercultural Competence, Leadership Development, Diversity Awareness, People Development, Cultural Diversity, Innovation, Team Motivation, Conflict Management, Employee Engagement, Empathy & Emotional Intelligence, Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.5K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Cybersecurity Compliance Framework, Standards & Regulations

    Skills you'll gain: IT Service Management, Governance Risk Management and Compliance, Information Technology Infrastructure Library, Service Management, IT Management, Responsible AI, Compliance Auditing, Cyber Risk, Data Ethics, Cyber Governance, Information Technology, Regulatory Compliance, Auditing, Cybersecurity, Regulation and Legal Compliance, Compliance Management, Law, Regulation, and Compliance, Cyber Security Assessment, ISO/IEC 27001, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.5K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Responsible Generative AI

    Skills you'll gain: Responsible AI, Generative AI, Governance, Data Governance, Data Management, Data Ethics, Compliance Management, Consumer Behaviour, AI literacy, Governance Risk Management and Compliance, AI powered creativity, AI Enablement, Social Impact, Business Risk Management, Law, Regulation, and Compliance, Stakeholder Analysis, Decision Intelligence, Risking, Leadership and Management, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    383 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Logistics and Inventory Management

    Skills you'll gain: Inventory and Warehousing, Material Handling, Transportation, Supply Chain, and Logistics, Logistics Management, Inventory Management, Warehousing, Logistics, Transportation Management, Inventory Control Systems, Transportation Operations, Inventory Control, Materials Management, Warehouse Operations, Warehouse Management, Reverse Logistics, Inventory Management System, Inventory Accounting, Supply Chain Systems, Supply Chain Management, Procurement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply Artificial Intelligence Using Python for Beginners

    Skills you'll gain: AI Workflows, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    M

    Microsoft

    Microsoft Fabric Data Engineer

    Skills you'll gain: Data Modeling, Data Lakes, Data Integration, Power BI, Data Manipulation, Dataflow, Data Mapping, Data Infrastructure, Data Pipelines, Data Warehousing, Extract, Transform, Load, Star Schema, Data Cleansing, Microsoft Power Platform, Database Design, Data Quality, Data Wrangling, Data Processing, Data Transformation, Business Reporting

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    W

    Whizlabs

    AWS: Migration & Analytics

    Skills you'll gain: Apache Hadoop, Data Migration, AWS Kinesis, File Transfer Protocol (FTP), Apache Spark, Amazon Web Services, Big Data, Dashboard Creation, Data Import/Export, Analytics, Business Intelligence Software, Cloud Services, Real Time Data, Cloud Storage, Data Storage

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Build RAG Applications: Get Started

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Prompt Patterns, AI Workflows, Prompt Engineering, Large Language Modeling, Model Deployment, Embeddings, Vector Databases, Data Processing, Document Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    163 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Hot New Release
    Hot New Release
    E

    EDUCBA

    Python Developer: From Basics to Case Studies

    Skills you'll gain: Cryptography, Object Oriented Design, Object Oriented Programming (OOP), File I/O, Encryption, Cryptographic Protocols, Data Structures, Program Development, Software Development, Data Visualization, Model Evaluation, Problem Solving, Automation, Model Training, Classification Algorithms, Database Application, Python Programming, Software Installation, Code Reusability, Functional Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    105 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Computer Vision Basics: University at Buffalo
  • Managing Employee Compensation: University of Minnesota
  • Advanced Statistical Techniques for Data Science: Illinois Tech
  • Organisational behaviour: Know your people: Macquarie University
  • Cybersecurity Compliance Framework, Standards & Regulations: IBM
  • Responsible Generative AI: University of Michigan
  • Logistics and Inventory Management: EDUCBA
  • Apply Artificial Intelligence Using Python for Beginners: EDUCBA
  • Microsoft Fabric Data Engineer: Microsoft
  • AWS: Migration & Analytics: Whizlabs

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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