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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


  • E

    EDUCBA

    Analyze Advanced Data Using Minitab Regression Models

    Skills you'll gain: Classification And Regression Tree (CART), Minitab, Decision Tree Learning, Regression Analysis, Predictive Modeling, Statistical Modeling, Business Analytics, Advanced Analytics, Logistic Regression, Data-Driven Decision-Making, Scatter Plots, Plot (Graphics), Model Evaluation, Exploratory Data Analysis, Statistical Analysis, Case Studies, Responsible AI

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Visualize Business Data with Power BI

    Skills you'll gain: Power BI, Data Modeling, Analytical Skills, Data Presentation, Analysis, Business Reporting, Data Management, Data Storytelling, Data Manipulation, Business Analytics, Management Reporting, Real Time Data, Analytics, Visualization (Computer Graphics), Ad Hoc Reporting, Customer Analysis, Time Series Analysis and Forecasting, Marketing Analytics, Data Security, Profit and Loss (P&L) Management

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze and Apply Cost & Performance Management Concepts

    Skills you'll gain: Management Accounting, Forecasting, Cost Accounting, Budget Management, Budgeting, Performance Measurement, Variance Analysis, Internal Controls, Performance Management, Cost Control, Cost Management, Operating Budget, Management Reporting, Profit and Loss (P&L) Management, Resource Allocation, Cost Estimation, Financial Controls, Risk Management, Financial Analysis, Customer Analysis

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Master Dart Programming: Intermediate Control Flow & OOP

    Skills you'll gain: Scalability, Event-Driven Programming, Functional Design, Application Development, User Flows, Application Design, Computer Programming

    Beginner · Course · 1 - 4 Weeks

  • U

    University of California, Irvine

    Virtual Teacher

    Skills you'll gain: Peer Review, Instructional Design, Education Software and Technology, Parent Communication, Instructional Strategies, Student Engagement, Learning Management Systems, Student Support and Services, Course Development, Collaborative Software, Curriculum Development, Blended Learning, Digital pedagogy, Educational Materials, Community Development, Classroom Management, Teaching, Performance Testing, Collaboration, Planning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze Financial Markets with Technical Analysis

    Skills you'll gain: Portfolio Risk

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    使用 Cloud Run 部署及擴充 AI 模型

    Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Generative AI, Serverless Computing, Application Deployment, AI Enablement, MLOps (Machine Learning Operations), Artificial Intelligence, Machine Learning Methods, Scalability, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • L

    Lund University

    Sustainable Cities and Communities

    Skills you'll gain: Sustainable Development, Climate Change Adaptation, Sustainable Design, Land Development, Water Sustainability, Sustainable Technologies, Community Development, Governance, Economic Development, Socioeconomics, Environment, Sustainable Business, Social Impact, Systems Thinking, Environmental Issue, Environmental Science, Climate Change Mitigation, Case Studies, Energy and Utilities, Water Resources

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3K reviews

    Beginner · Specialization · 3 - 6 Months

  • L

    Logical Operations

    PCEP: Python Data Processing

    Skills you'll gain: Data Structures, Data Processing, Verification And Validation, Python Programming, Data Preprocessing, Programming Principles, Scripting, Scripting Languages, Computer Programming, Software Development

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Huddersfield

    Differential Equations & Advanced Applications

    Skills you'll gain: Calculus, Advanced Mathematics, Differential Equations, Applied Mathematics, Integral Calculus, Logical Reasoning, Engineering Calculations, Mathematics and Mathematical Modeling, Numerical Analysis, Mathematical Theory & Analysis, Mathematical Modeling, Analytical Skills, Engineering Analysis, Derivatives

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Master AI Agents – Build Leads from Scratch

    Skills you'll gain: AI Workflows, Agentic Workflows, Deepseek, Automation, DeepSeek API, OpenAI API, Agentic systems, Google Sheets

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Manage Leads with HubSpot

    Skills you'll gain: HubSpot CRM, Customer Relationship Management (CRM) Software, Lead Generation, Customer Relationship Management, Sales Management, Sales Pipelines, Sales Development, Customer Data Management, Marketing Automation, Return On Investment, Salesforce, Data Management, Data Entry, Data Strategy, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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

  • Analyze Advanced Data Using Minitab Regression Models: EDUCBA
  • Analyze and Visualize Business Data with Power BI: EDUCBA
  • Analyze and Apply Cost & Performance Management Concepts: EDUCBA
  • Master Dart Programming: Intermediate Control Flow & OOP: EDUCBA
  • Virtual Teacher: University of California, Irvine
  • Analyze Financial Markets with Technical Analysis: EDUCBA
  • 使用 Cloud Run 部署及擴充 AI 模型: Google Cloud
  • Sustainable Cities and Communities: Lund University
  • PCEP: Python Data Processing: Logical Operations
  • Differential Equations & Advanced Applications: University of Huddersfield

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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