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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


  • I

    IBM

    Building AI Agents and Agentic Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, LangGraph, Agentic Workflows, LangChain, LLM Application, Tool Calling, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Patterns, Retrieval-Augmented Generation, Prompt Engineering, AI Integrations, Application Development, Data Visualization, Responsible AI, Large Language Modeling, Risking

    4.6 stars, 312 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (312) · Intermediate · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • C

    Case Western Reserve University

    Inspired Leadership

    Skills you'll gain: Coaching, Negotiation, Emotional Intelligence, Empathy & Emotional Intelligence, Empathy, Employee Coaching, Leadership Development, Compassion, Leadership, Organizational Change, Organizational Leadership, Organizational Development, Rapport Building, Culture Transformation, Team Leadership, People Development, Strategic Leadership, Active Listening, Case Studies, Professional Development

    4.7 stars, 2.7K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (2.7K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Develop a Movie Recommendation Engine

    Skills you'll gain: Feature Engineering, Machine Learning Methods, Machine Learning, Data Preprocessing, Machine Learning Algorithms, Python Programming, Taxonomy, Data Processing, Exploratory Data Analysis

    4.8 stars, 11 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (11) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Introduction to Thermodynamics: Transferring Energy from Here to There

    Skills you'll gain: Electric Power Systems, Mechanical Engineering, Thermal Management, Engineering, Energy and Utilities, Physics, Engineering Analysis, Plant Operations and Management, Physical Science, Process Analysis, Engineering Calculations, Chemistry, Environmental Issue

    4.8 stars, 3.5K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (3.5K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    SAS

    Getting Started with SAS Programming

    Skills you'll gain: SAS (Software), Statistical Reporting, Data Import/Export, Data Validation, Data Access, Data Manipulation, Statistical Programming, Exploratory Data Analysis, Data Analysis Software, Data Preprocessing, Data Analysis, Data Transformation, SQL, Data Presentation, Microsoft Excel, Descriptive Statistics

    4.8 stars, 3.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (3.2K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Inovação com a inteligência artificial do Google Cloud

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • C

    Coursera

    No-Code Websites: Learn with Projects

    Skills you'll gain: Email Automation, Content Management Systems, WordPress, Web Presence, AI Personalization, Event Management, Search Engine Optimization, Web Analytics and SEO, AI powered creativity, Content Optimization, Web Content, Blogs, Web Design, Digital Publishing, Web Development, Web Analytics, No-Code Development, Content Creation, Content Management, Brand Management

    4.4 stars, 7.6K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.4 (7.6K) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Honors AI Agents for High School Students

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI Agents, Agentic systems, Agentic Workflows, Artificial Intelligence, OpenAI, Prompt Engineering, AI literacy, ChatGPT, LLM Application, Prompt Patterns, Context Engineering, Decision Intelligence, Tool Calling, Interaction Design, Multimodal Prompts, Large Language Modeling

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Predictive Modeling and Analytics

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Model Evaluation, Exploratory Data Analysis, Logistic Regression, Data Presentation, Business Analytics, Analytics, Statistical Visualization, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Classification And Regression Tree (CART), Data Analysis, Applied Machine Learning, Classification Algorithms, Data Analysis Software, Microsoft Excel, Data Preprocessing, Data Cleansing

    3.6 stars, 607 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.6 (607) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    C# in Practice: Working with .NET Types, Data, and LINQ

    Skills you'll gain: C# (Programming Language), .NET Framework, JSON, ASP.NET, Application Deployment, Maintainability, File I/O, Data Persistence, Application Frameworks, Application Development, Object-Relational Mapping, Database Application, SQL, Extensible Languages and XML, Extensible Markup Language (XML), Programming Principles, Back-End Web Development, Object Oriented Programming (OOP), Object Oriented Design, Web Development

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, Data Pipelines, R (Software), Data-Driven Decision-Making, Analytics, Business Analytics, Data Science, Machine Learning Software, Feature Engineering, Data Preprocessing, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization

    4.9 stars, 53 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.9 (53) · Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Quantum computing, Public Key Cryptography Standards (PKCS), Cryptography, Computational Thinking, Design Strategies, Cryptographic Protocols, Applied Mathematics, Tree Maps, Encryption, Network Model, Combinatorics, Data Science, Mathematical Software, Computer Science, Python Programming

    4.7 stars, 978 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (978) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular applied machine learning courses

  • Building AI Agents and Agentic Workflows: IBM
  • Inspired Leadership: Case Western Reserve University
  • Develop a Movie Recommendation Engine: EDUCBA
  • Introduction to Thermodynamics: Transferring Energy from Here to There: University of Michigan
  • Getting Started with SAS Programming: SAS
  • Inovação com a inteligência artificial do Google Cloud: Google Cloud
  • No-Code Websites: Learn with Projects: Coursera
  • Honors AI Agents for High School Students: Vanderbilt University
  • Predictive Modeling and Analytics: University of Colorado Boulder
  • C# in Practice: Working with .NET Types, Data, and LINQ: 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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