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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


  • C

    Coursera

    Create Interactive Choice Boards with Seesaw

    Skills you'll gain: Interactive Learning, Education Software and Technology, Digital pedagogy, Microsoft Office, Instructional Design

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Tableau Data Analysis and Visualization

    Skills you'll gain: Tableau Software, Dashboard, Data Visualization Software, Data Visualization, R Programming, Alteryx, Statistical Programming, Data Presentation, Interactive Data Visualization, Data Cleansing, Data Storytelling, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Scatter Plots, Data Preprocessing, Data Manipulation, Data Processing, Data Transformation

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Measuring and Improving Speech Accuracy

    Skills you'll gain: Natural Language Processing, Google Cloud Platform, Verification And Validation, Data Analysis, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • S

    SAS

    Ethical Use of AI Agents and Agentic AI

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Discussion Facilitation, Business Ethics, Regulatory Compliance, Artificial Intelligence, Case Studies, AI Workflows, Governance, Predictive Modeling

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Equity Research Report Writing: Analyze & Structure

    Skills you'll gain: Research Reports, Report Writing, Case Studies, Business Writing, Market Data, Analysis, Data Analysis, Financial Analysis, Concision, Proofreading, Financial Statements, Target Audience

    5
    Rating, 5 out of 5 stars
    ·
    29 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Ethical Governance & Risk in Agentic AI

    Skills you'll gain: Agentic systems, Responsible AI, Compliance Management, Governance, Regulatory Compliance, Artificial Intelligence, Risk Analysis, Case Studies, Business Ethics, Ethical Standards And Conduct, Risk Management, Accountability, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Build Serverless Applications

    Skills you'll gain: Microsoft Development Tools, Microsoft Azure, Serverless Computing, Cloud Development, Event-Driven Programming, Cloud API, Application Programming Interface (API), Microservices, GitHub, Business Process Automation

    4.2
    Rating, 4.2 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California San Diego

    Teaching Impacts of Technology: Relationships

    Skills you'll gain: Student Engagement, Algorithms, Diversity Awareness, K-12 pedagogy, Facebook, Instructional Strategies, Programming Principles, Data Storage, Software Engineering, Geographic Information Systems, Image Analysis, Lesson Planning, Computer Science, Theoretical Computer Science, Social Impact

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Beginners Guide to C# Fundamentals

    Skills you'll gain: Debugging, Version Control, C# (Programming Language), Microsoft Copilot, Event-Driven Programming, Git (Version Control System), Object Oriented Programming (OOP), .NET Framework, Software Design Patterns, Software Architecture, Application Deployment, Microsoft Visual Studio, Software Testing, ASP.NET, Application Development, Software Design, Secure Coding, Postman API Platform, Software Development Tools, AI Workflows

    Beginner · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    Lean Manufacturing & Robotics for Flexible Systems

    Skills you'll gain: Lean Manufacturing, Lean Methodologies, Continuous Improvement Process, Industrial Engineering, Operational Efficiency, Quality Improvement, Manufacturing Operations, Process Improvement, Emerging Technologies, Manufacturing Processes, Robotics, Automation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Santa Cruz

    Tutoring and Teaching Math for Understanding

    Skills you'll gain: Instructional Strategies, Student-Centred Learning

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Determine Shortest Paths Between Routers Using Python

    Skills you'll gain: Data Structures, File I/O, Network Routing, Computer Networking, Object Oriented Programming (OOP), Python Programming, Network Routers, Algorithms, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    19 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Create Interactive Choice Boards with Seesaw: Coursera
  • Tableau Data Analysis and Visualization: Packt
  • Measuring and Improving Speech Accuracy: Google Cloud
  • Ethical Use of AI Agents and Agentic AI: SAS
  • Equity Research Report Writing: Analyze & Structure: EDUCBA
  • Ethical Governance & Risk in Agentic AI: Coursera
  • Build Serverless Applications: Microsoft
  • Teaching Impacts of Technology: Relationships: University of California San Diego
  • Beginners Guide to C# Fundamentals: Microsoft
  • Lean Manufacturing & Robotics for Flexible Systems: 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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