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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: New
    New
    Status: Free Trial
    Free Trial
    E

    Edureka

    Generative AI for Automation

    Skills you'll gain: Prompt Patterns, Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Large Language Modeling, Automation, ChatGPT, Generative Model Architectures, Microsoft Power Automate/Flow, LLM Application, LangChain, Agentic Workflows, Responsible AI, Workflow Management, OpenAI, Process Optimization, Application Programming Interface (API), Decision Support Systems

    4.2
    Rating, 4.2 out of 5 stars
    ·
    15 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    U

    Universidad Nacional Autónoma de México

    NoSQL systems

    Skills you'll gain: NoSQL, Database Systems, MongoDB, Database Management Systems, Databases, Database Design, Relational Databases, Query Languages, Apache Cassandra, Data Storage Technologies, Scalability, Graph Theory, Unstructured Data, Maintainability

    4.3
    Rating, 4.3 out of 5 stars
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    170 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to UX/UI Design

    Skills you'll gain: Design Thinking, User Research, Wireframing, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Prototyping, Software Development Life Cycle

    4.7
    Rating, 4.7 out of 5 stars
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    79 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    C# Class Development

    Skills you'll gain: Unity Engine, Video Game Development, C# (Programming Language), Game Design, Object Oriented Design, Object Oriented Programming (OOP), Software Design, Programming Principles, Application Development, Scripting

    4.8
    Rating, 4.8 out of 5 stars
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    66 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Foundations of Autonomous Systems

    Skills you'll gain: Computational Logic, Mathematical Modeling, System Requirements, Functional Requirement, Theoretical Computer Science, Verification And Validation, Control Systems, Network Model, Systems Analysis, Automation, Mechanical Engineering, Real-Time Operating Systems, Agentic systems, Differential Equations, Safety Assurance, Robotics, Artificial Intelligence, Linear Algebra, Algorithms, Applied Mathematics

    Build toward a degree

    3.6
    Rating, 3.6 out of 5 stars
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    33 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
    Free
    G

    Goldman Sachs

    Fundamentals of Customers and Competition, with Goldman Sachs 10,000 Women

    Skills you'll gain: Competitive Analysis, Value Propositions, Growth Strategies, Business Strategies, Consumer Behaviour, Target Market, Customer Insights, Market Research, Price Negotiation, Market Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    337 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    P

    Packt

    AI Agents with LangGraph, Semantic Kernel, and AutoGen

    Skills you'll gain: LangGraph, Generative AI Agents, AI Orchestration, Agentic systems, AI Workflows, OpenAI API, LLM Application, Agentic Workflows, Prompt Patterns, OpenAI, Large Language Modeling, AI Enablement, Retrieval-Augmented Generation, Artificial Intelligence, Semantic Web, Development Environment, Tool Calling, Microsoft Azure, AI Personalization, Microsoft Development Tools

    4.5
    Rating, 4.5 out of 5 stars
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    104 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Increase Reading Comprehension with Actively Learn

    Skills you'll gain: Teaching, Student Support and Services, Data Collection, Instructional Strategies, Education Software and Technology, Student Engagement, Classroom Management, Interactive Learning, Curriculum Planning, K-12 pedagogy, Social Studies

    4.4
    Rating, 4.4 out of 5 stars
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    147 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Preview
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    V

    Vanderbilt University

    Model Context Protocol for Leaders: Generative AI Agents

    Skills you'll gain: Model Context Protocol, Generative AI Agents, AI Enablement, Email Automation, Business Process Automation, Generative AI, AI Product Strategy, Agentic systems, Initiative and Leadership, Tool Calling, Anthropic Claude, ChatGPT, Automation, Responsible AI, Marketing Automation, Business Solutions, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, IT Automation

    4.3
    Rating, 4.3 out of 5 stars
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    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    National Taiwan University

    基礎光學一 (Introduction to Optics (1))

    Skills you'll gain: Medical Imaging, Engineering, Scientific, and Technical Instruments, Physics, Physical Science, electromagnetics, Experimentation, Biology, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    71 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    Grow with AI: Your AI-driven Growth Marketing strategy

    Skills you'll gain: AI Personalization, Marketing Strategies, Email Marketing, Growth Strategies, Marketing Automation, AI Enablement, Marketing Analytics, Personalized Service, Data Ethics, Customer Engagement, Customer experience improvement, Lead Generation, Customer Insights, Artificial Intelligence and Machine Learning (AI/ML), Customer Retention, Responsible AI, Customer Advocacy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    91 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Advancing Women in Tech

    Real-World Engineering Management

    Skills you'll gain: Software Architecture, Engineering Management, Goal Setting, Systems Design, Technical Management, Smart Goals, API Design, Technical Product Management, Cross-Functional Collaboration, Recruitment, Program Management, Team Performance Management, Technical Communication, Management Training And Development, Software Engineering, Microservices, Employee Coaching, Talent Management, Leadership and Management, Talent Acquisition

    4.6
    Rating, 4.6 out of 5 stars
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    93 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Generative AI for Automation: Edureka
  • NoSQL systems: Universidad Nacional Autónoma de México
  • Introduction to UX/UI Design: IBM
  • C# Class Development: University of Colorado System
  • Foundations of Autonomous Systems: University of Colorado Boulder
  • Fundamentals of Customers and Competition, with Goldman Sachs 10,000 Women: Goldman Sachs
  • AI Agents with LangGraph, Semantic Kernel, and AutoGen: Packt
  • Increase Reading Comprehension with Actively Learn: Coursera
  • Model Context Protocol for Leaders: Generative AI Agents: Vanderbilt University
  • 基礎光學一 (Introduction to Optics (1)): National Taiwan University

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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