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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


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    Coursera

    PCB/CAD Design – Signal Routing

    Skills you'll gain: AI Security, USB, Threat Modeling, Model Deployment, Electronic Hardware, CI/CD, Security Engineering, Routing Protocols, Electronics Engineering, Schematic Diagrams, Verification And Validation, Design Software, Technical Design, Differential Equations, Business Strategies

    Intermediate · Course · 1 - 4 Weeks

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    Macquarie University

    Structure, Funding and Negotiation For Startups

    Skills you'll gain: Intellectual Property, Governance, Value Propositions, Entrepreneurship, Due Diligence, Business Valuation, Negotiation, User Research, Business Strategies, Customer Insights, Business Planning, Business Development, Strategic Partnership, Product Knowledge, Business Modeling, Regulation and Legal Compliance, Fundraising, Financial Analysis, Relationship Building, Stakeholder Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Pennsylvania

    Positive Psychology: Martin E. P. Seligman’s Visionary Science

    Skills you'll gain: Optimism, Personal Development, Resilience, Positive Behavior Support, Psychology, Working With Children, Education and Training, Research, Visionary, Human Development, Creativity

    4.9
    Rating, 4.9 out of 5 stars
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    6.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Generative AI Leader

    Skills you'll gain: Prompt Engineering, Generative AI Agents, Retrieval-Augmented Generation, Google Gemini, Responsible AI, Generative AI, Google Workspace, Google Cloud Platform, Gemini, AI Product Strategy, AI Enablement, AI Workflows, Productivity Software, AI Security, Unstructured Data, Tool Calling, Data Literacy, Artificial Intelligence, Cloud Computing, Collaboration

    4.7
    Rating, 4.7 out of 5 stars
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    884 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    M

    Microsoft

    Microsoft Project Management: Build Job-Ready Skills

    Skills you'll gain: Stakeholder Management, Stakeholder Analysis, Virtual Teams, Scheduling, Team Management, Conflict Management, Project Schedules, Project Management Life Cycle, Project Management, Risk Mitigation, Teamwork, Project Management Office (PMO), Procurement, Project Coordination, Kanban Principles, Performance Measurement, Risk Management, Communication, Planning, Budgeting

    4.7
    Rating, 4.7 out of 5 stars
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    730 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    California Institute of the Arts

    Visual Elements of User Interface Design

    Skills you'll gain: User Interface (UI) Design, Graphic and Visual Design, Design, Design Elements And Principles, Human Computer Interaction, Typography, Graphic Design, Layout Design, Information Architecture, Application Design, Interaction Design, User Experience Design

    4.7
    Rating, 4.7 out of 5 stars
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    6.4K reviews

    Beginner · Course · 1 - 3 Months

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    University of California, Irvine

    Interfacing with the Arduino

    Skills you'll gain: Internet Of Things, Basic Electrical Systems, Automation Engineering, Electronics, Electronic Components, Embedded Systems, Control Systems, Electronic Hardware, Wireless Networks, Electrical and Computer Engineering, Hardware Design, Peripheral Devices, Human Machine Interfaces, Electrical Wiring, Computer Systems, Programming Principles, Systems Engineering, Computer Programming, Remote Access Systems, Interactive Learning

    4.7
    Rating, 4.7 out of 5 stars
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    4K reviews

    Mixed · Course · 1 - 4 Weeks

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    Amazon Web Services

    Choosing your AWS identity service

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon Web Services, Identity and Access Management, Web Content Accessibility Guidelines, Cloud Services, Technical Communication

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Financial Automation with Generative AI

    Skills you'll gain: Responsible AI, Data Ethics, Data Governance, Workflow Management, No-Code Development, Financial Data, Accounting and Finance Software, Artificial Intelligence, Financial Management, Generative AI, Automation, Financial Forecasting, Financial Regulation, Finance, Financial Reporting, Data Management, Financial Analysis, Accounting, Strategic Decision-Making, Securities (Finance)

    Advanced · Course · 1 - 4 Weeks

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    Packt

    SwiftUI - Build Amazing Apps - With Much Less Code

    Skills you'll gain: Swift Programming, Mobile Development, Apple iOS, Apple Xcode, Application Development, UI Components, Data Persistence, User Interface (UI), Debugging, User Interface (UI) Design, Data Structures, Data Modeling, Animations

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    EDHEC Business School

    Introduction to Portfolio Construction and Analysis with Python

    Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Risk Analysis, Financial Modeling, Risk Management, Financial Analysis, NumPy, Python Programming, Simulations, Pandas (Python Package), Matplotlib, Data Manipulation

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Predictive Analytics for Business with H2O in R

    Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Data-Driven Decision-Making, Analytics, Data Science, Feature Engineering, Data Preprocessing, Machine Learning, Telemarketing, Model Deployment

    4.9
    Rating, 4.9 out of 5 stars
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    53 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • PCB/CAD Design – Signal Routing: Coursera
  • Structure, Funding and Negotiation For Startups: Macquarie University
  • Positive Psychology: Martin E. P. Seligman’s Visionary Science: University of Pennsylvania
  • Generative AI Leader: Google Cloud
  • Microsoft Project Management: Build Job-Ready Skills: Microsoft
  • Visual Elements of User Interface Design: California Institute of the Arts
  • Interfacing with the Arduino: University of California, Irvine
  • Choosing your AWS identity service: Amazon Web Services
  • Financial Automation with Generative AI: Edureka
  • SwiftUI - Build Amazing Apps - With Much Less Code: 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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