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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


  • S

    STARWEAVER

    GenAI Model Development and Production Engineering

    Skills you'll gain: Generative AI Agents, Generative AI, Kubernetes, Containerization, Enterprise Application Management, Docker (Software), Cloud Infrastructure, Scalability, MLOps (Machine Learning Operations), Large Language Modeling, Infrastructure Architecture, Performance Tuning, Application Deployment, Model Training, Continuous Deployment, Continuous Monitoring, Technology Strategies, Process Optimization, Automation, Job Evaluation

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Codio

    C++: Non-Linear Data Structures

    Skills you'll gain: Algorithms, Graph Theory, Data Structures, Computer Programming, C++ (Programming Language), Object Oriented Programming (OOP)

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

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Portfolio Risk and Return Analysis

    Skills you'll gain: Portfolio Risk, Portfolio Management, Investment Management, Investments, Risk Modeling, Financial Modeling, Return On Investment, Financial Analysis, Performance Measurement, Analysis, Performance Analysis, Financial Market, Risk Analysis, Performance Metric, Statistical Methods, Probability & Statistics, Statistical Analysis, Correlation Analysis, Asset Management, Capital Markets

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • A

    AI Business School

    AI agents and creator tools for HR professionals

    Skills you'll gain: Agentic Workflows, HR Tech, AI Workflows, AI Enablement, AI Personalization, Innovation, Business Analysis, Risk Analysis

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

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Microsoft Defender for Cloud Certification

    Skills you'll gain: Threat Management, Microsoft Azure, Cloud Security, Threat Detection, Key Management, Cloud Management, Security Controls, Data Security, Security Information and Event Management (SIEM), Data Structures, Continuous Monitoring, Event Monitoring, Query Languages

    Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Financial Derivatives Trading & Strategies

    Skills you'll gain: Derivatives, Financial Trading, Financial Market, Futures Exchange, Market Analysis, Market Dynamics, Risk Management, Investments, Equities, International Finance, Finance

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • F

    Fractal Analytics

    Generative AI in User Research and Design Thinking

    Skills you'll gain: Ideation, Innovation, Design Thinking, User Research, AI powered creativity, Design Research, Generative AI, Competitive Analysis, User Experience Design, Journey Mapping, AI literacy, Human Centered Design, Data Ethics, Responsible AI, Artificial Intelligence, Problem Solving, Data Collection, Data Synthesis, Critical Thinking

    ★ 4.6 (18) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    Skillshare

    Graphic Design Theory - Print Design

    Skills you'll gain: Color Matching, Graphic and Visual Design Software, Layout Design, Visual Design, Creative Design, Image Quality

    Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Apply Puppet for Infrastructure Automation and Configuration

    Skills you'll gain: Puppet (Configuration Management Tool), IT Automation, IT Infrastructure, Infrastructure Architecture, Amazon Web Services, Linux Administration, Cloud Platforms, Systems Administration, Code Reusability, Linux Servers, Cloud Deployment, Information Technology Operations, User Provisioning, Automation, Information Technology, System Configuration, Operational Databases, Enterprise Architecture, Maintainability, Key Management

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Advanced RAG Patterns

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Patterns, Agentic systems, Performance Testing, Prompt Engineering, Generative AI Agents, Generative AI, Agentic Workflows, Performance Tuning, Model Evaluation, Verification And Validation, Large Language Modeling, MLOps (Machine Learning Operations), Embeddings

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Storing, Retrieving, and Processing JSON data with Python

    Skills you'll gain: JSON, Application Programming Interface (API), Application Development, Data Access, Restful API, Python Programming, Program Development, User Interface (UI)

    ★ 4.2 (13) · Intermediate · Guided Project · Less Than 2 Hours

  • S

    SkillsBooster Academy

    Figma AI: Productivity Tools for Designers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, Figma (Design Software), Design Reviews, AI literacy, AI Integrations, AI Workflows, Generative AI, Graphic and Visual Design, Design, Generative AI Agents, Visual Design, Digital Design, Design Thinking, Process Design, Collaborative Software, Design Elements And Principles, Interactive Design, Marketing Design

    ★ 4.4 (17) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • GenAI Model Development and Production Engineering: STARWEAVER
  • C++: Non-Linear Data Structures: Codio
  • Portfolio Risk and Return Analysis: EDUCBA
  • AI agents and creator tools for HR professionals: AI Business School
  • Microsoft Defender for Cloud Certification: Microsoft
  • Financial Derivatives Trading & Strategies: EDUCBA
  • Generative AI in User Research and Design Thinking: Fractal Analytics
  • Graphic Design Theory - Print Design: Skillshare
  • Apply Puppet for Infrastructure Automation and Configuration: EDUCBA
  • Advanced RAG Patterns: 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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