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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


  • J

    Johns Hopkins University

    Linear Algebra: Linear Systems and Matrix Equations

    Skills you'll gain: Linear Algebra, Algebra, Advanced Mathematics, Engineering Analysis, Applied Mathematics, Mathematical Theory & Analysis, Geometry

    4.7 stars, 180 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (180) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced React and Full Stack Development

    Skills you'll gain: Node.JS, Full-Stack Web Development, React.js, Authentications, Frontend Integration, Server Side, Cloud Deployment, Application Deployment, Back-End Web Development, Authorization (Computing), Restful API, TypeScript, MongoDB, Content Management Systems, Content Management, UI Components

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • S

    Sage Publications

    Analyzing and Visualizing Political Data with SPSS

    Skills you'll gain: SPSS (Software), Plot (Graphics), SPSS, Data Visualization, Correlation Analysis, Statistical Visualization, Descriptive Statistics, Histogram, Data Visualization Software, Scatter Plots, Data Literacy, Statistical Reporting, Data Presentation, Statistical Software, Probability & Statistics, Political Sciences, Exploratory Data Analysis, Data Analysis, Statistical Inference, International Relations

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Madecraft

    Python Tools: Jupyter vs. PyCharm

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • E

    EDUCBA

    MongoDB: The Complete Guide to NoSQL Database Development

    Skills you'll gain: MongoDB, Restful API, API Design, NoSQL, Database Development, Node.JS, Query Languages, Application Programming Interface (API), Database Management, Distributed Computing, Data Store, Database Design, Database Architecture and Administration, Performance Tuning, Object-Relational Mapping, Scalability, Data Integrity, Data Modeling, Data Validation

    4.7 stars, 65 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (65) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Automating Real-World Tasks with Python

    Skills you'll gain: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, IT Automation, Application Programming Interface (API), JSON, System Monitoring, Debugging

    4.8 stars, 3K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (3K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Toronto

    Learn to Program: Crafting Quality Code

    Skills you'll gain: Computer Programming, Data Structures, Test Automation, Programming Principles, Object Oriented Programming (OOP), Unit Testing, Python Programming, Program Development, Algorithms, Test Tools, Test Case, Software Testing

    4.6 stars, 732 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (732) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Excel Essentials Unlocked

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Excel Formulas, Data Entry, Data Cleansing, Productivity Software, Data Manipulation, Data Wrangling, Data Transformation, Data Analysis, Data Validation, Computer Literacy, Data Quality, Pareto Chart, Data Visualization, Data Preprocessing, Presentations

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    n8n + AI for Beginners - Business Automation Essentials

    Skills you'll gain: Agentic Workflows, Agentic systems, Email Automation, AI Workflows, Business Process Automation, Generative AI Agents, Docker (Software), AI Orchestration, Automation, Workflow Management, Model Evaluation, Development Environment, Containerization, Application Programming Interface (API), Cloud Deployment, JSON, Application Deployment, Data Pipelines, Tool Calling, Cloud Hosting

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Growth Product Manager's Handbook

    Skills you'll gain: Growth Strategies, Product Management, Agile Product Development, Product Marketing, Customer Success Management, User Research, Product Roadmaps, Product Strategy, Performance Metric, Go To Market Strategy, Performance Measurement, Product Development, Product Improvement, Customer Insights, Value Propositions, Design and Product, Content Performance Analysis, Design Thinking, User Experience, B2B Sales

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • L

    L&T EduTech

    Steam Turbine: Control, Instrumentation and Manufacturing

    Skills you'll gain: Control Systems, Machine Controls, Plant Operations and Management, Automation Engineering, System Monitoring, Manufacturing Operations, Process Control, Mechanical Engineering, Manufacturing and Production, Equipment Design, Engineering Tolerance, Manufacturing Processes, Engineering, Scientific, and Technical Instruments, Continuous Monitoring, Production Process, Verification And Validation, Manufacturing Standards, Chemical Engineering, Construction Inspection, Design

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Overview of Automotive SPICE

    Skills you'll gain: Process Driven Development, Software Quality Assurance, Process Management, Software Development, Verification And Validation, Software Engineering, Software Development Life Cycle, Software Development Methodologies, Quality Assurance, Systems Engineering, Configuration Management, Requirements Analysis, Process Modeling, Quality Control

    4.4 stars, 74 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (74) · Beginner · Course · 1 - 4 Weeks

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

  • Linear Algebra: Linear Systems and Matrix Equations: Johns Hopkins University
  • Advanced React and Full Stack Development: Packt
  • Analyzing and Visualizing Political Data with SPSS: Sage Publications
  • Python Tools: Jupyter vs. PyCharm: Madecraft
  • MongoDB: The Complete Guide to NoSQL Database Development: EDUCBA
  • Automating Real-World Tasks with Python: Google
  • Learn to Program: Crafting Quality Code: University of Toronto
  • Excel Essentials Unlocked: Packt
  • n8n + AI for Beginners - Business Automation Essentials: Packt
  • Growth Product Manager's Handbook: Packt

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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