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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


  • C

    Coursera

    Copilot Studio

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, Prompt Patterns, Power Platform Architecture & Technical Design, Microsoft Power Platform, AI Workflows, Agentic Workflows, Generative AI Agents, Performance Tuning, Business Logic, AI Integrations, Agentic systems, Application Deployment, Generative AI, Performance Testing, Scalability, Data Integration, User Feedback

    2
    Rating, 2 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Design and Assemble a Kids Bicycle Using SolidWorks

    Skills you'll gain: SolidWorks (CAD), Assembly Drawing, 3D Modeling, Computer-Aided Design, Drafting and Engineering Design, Mechanical Design, Software Visualization, Animations, Simulation and Simulation Software, Simulations

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Agile and Hybrid Approaches in a Project Environment

    Skills you'll gain: Agile Methodology, Agile Project Management, Project Management Life Cycle, Agile Product Development, Kanban Principles, Sprint Retrospectives, Project Management Institute (PMI) Methodology, Project Management, Performance Metric, Sprint Planning, Project Performance, Performance Measurement, Lean Methodologies, Continuous Improvement Process

    4.7
    Rating, 4.7 out of 5 stars
    ·
    43 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Cape Town

    Building Fintech Startups in Emerging Markets

    Skills you'll gain: Design Thinking, Entrepreneurship, Business Modeling, Regulation and Legal Compliance, Entrepreneurial Finance, Business Planning, Innovation, Market Opportunities, New Business Development, FinTech, Case Studies, Professional Networking, Mobile Banking, Business Development, Growth Strategies, Financial Regulation, Fundraising

    4.8
    Rating, 4.8 out of 5 stars
    ·
    58 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Kubernetes: From Fundamentals to Advanced Deployment

    Skills you'll gain: Kubernetes, Application Deployment, Cloud Deployment, Containerization, Data Persistence, Cloud Computing, Cloud Infrastructure, Virtual Networking, Scalability, Data Storage

    Mixed · Course · 1 - 4 Weeks

  • C

    Codio

    Unix System Basics

    Skills you'll gain: User Accounts, Unix Commands, Unix, Unix Shell, Command-Line Interface, User Provisioning, OS Process Management, File Systems, Linux, Ubuntu, Linux Commands, Operating Systems, Systems Administration, Operating System Administration, Authorization (Computing), Shell Script, File Management, Data Storage

    4.4
    Rating, 4.4 out of 5 stars
    ·
    89 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Data Science Foundations with No-Code Tools

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Data Presentation, Data Analysis, Dashboard Creation, Interactive Data Visualization, No-Code Development, Market Data, Data Science, Predictive Modeling, Data Ethics, Data Capture, Data Processing, Data Transformation, Data Integrity, Data Cleansing, Applied Machine Learning, Data Governance, Data Collection, Data Integration

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Vector DB Foundations, Embeddings & Search Algorithms

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Data-Driven Decision-Making, Applied Machine Learning, Image Analysis, LLM Application, Model Optimization, Data Flow Diagrams (DFDs), Database Theory, Docker (Software), Prompt Engineering, Database Design, NumPy, AI Integrations, Databases, Scikit Learn (Machine Learning Library), Semantic Web, Simulations, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Capstone Project: Applying Business Analysis Skills

    Skills you'll gain: Process Modeling, Risk Mitigation, Business Process Modeling, Stakeholder Analysis, Risk Analysis, Project Scoping, Stakeholder Management, Risk Management Framework, Process Flow Diagrams, Process Mapping, Risk Management, Work Breakdown Structure, Stakeholder Engagement, Scope Management, Business Requirements, Presentations, Requirements Elicitation, Business Analysis Tools, Stakeholder Communications, Process Optimization

    3.7
    Rating, 3.7 out of 5 stars
    ·
    27 reviews

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Coaching Skills

    Skills you'll gain: Coaching, Employee Coaching, Constructive Feedback, Drive Engagement, People Development, Team Performance Management, Empowerment, Leadership Development, Performance Management, Growth Mindedness, Goal Setting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Ethical Issues in AI and Professional Ethics

    Skills you'll gain: Data Ethics, Responsible AI, Diversity Awareness, Generative AI, Diversity Training, Ethical Standards And Conduct, Diversity Programs, Diversity Equity and Inclusion Initiatives, AI literacy, Cultural Diversity, Artificial Intelligence, Algorithms, Case Studies

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    38 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Interactive Brokers

    ESG-focused Financial Products

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Investment Management, Investments, Financial Market, Capital Markets, Securities (Finance), Financial Analysis, Social Impact, Sustainability Reporting, Environmental Policy, Machine Learning, Sustainability Standards, Market Dynamics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

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

  • Copilot Studio: Coursera
  • Design and Assemble a Kids Bicycle Using SolidWorks: EDUCBA
  • Agile and Hybrid Approaches in a Project Environment: Microsoft
  • Building Fintech Startups in Emerging Markets: University of Cape Town
  • Kubernetes: From Fundamentals to Advanced Deployment: EDUCBA
  • Unix System Basics: Codio
  • Data Science Foundations with No-Code Tools: LearnQuest
  • Vector DB Foundations, Embeddings & Search Algorithms: Coursera
  • Capstone Project: Applying Business Analysis Skills : IBM
  • Coaching Skills: 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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