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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: Free Trial
    Free Trial
    D

    Duke University

    Pandas for Data Science

    Skills you'll gain: Pandas (Python Package), Data Cleansing, Data Manipulation, Data Preprocessing, Data Quality, NumPy, File I/O, Query Languages, Python Programming, Data Import/Export, Data Analysis, Exploratory Data Analysis, Debugging

    4.2
    Rating, 4.2 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Basic Game Development with Levels using Scratch

    Skills you'll gain: Event-Driven Programming, Debugging, Game Design, Animation and Game Design, Program Development, Algorithms, Computer Programming, Application Development, Problem Solving, Design, Computer Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    141 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Business-to-Consumer (B2C) Sales Strategies and Techniques

    Skills you'll gain: Product Knowledge, Selling Techniques, Target Audience, Customer Relationship Building, General Sales Practices, Sales Prospecting, Verbal Communication Skills, Closing (Sales), Business-To-Consumer, Sales, Communication, Company, Product, and Service Knowledge, Customer Analysis, Sales Strategy, Customer Engagement, Consumer Behaviour

    4.9
    Rating, 4.9 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    IoT Communications

    Skills you'll gain: Internet Of Things, Network Infrastructure, Network Routers, General Networking, Infrastructure Architecture, Embedded Software, Enterprise Architecture, Network Architecture, Network Protocols, Wireless Networks, Network Switches, Communication Systems, Hardware Architecture, Embedded Systems, Digital Communications, Electronic Components

    4.7
    Rating, 4.7 out of 5 stars
    ·
    69 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Deep Teaching Solutions

    Rethinking Logic: Surprising Science of Critical Thinking

    Skills you'll gain: Critical Thinking, Curiosity, Deductive Reasoning, Independent Thinking, Open Mindset, Complex Problem Solving, Lifelong Learning, Growth Mindedness, Willingness To Learn, Systems Thinking, Cognitive flexibility, Decision Making, Social Sciences, Behavioral Economics, Scientific Methods

    4.8
    Rating, 4.8 out of 5 stars
    ·
    45 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep PL-400: Microsoft Power Platform Developer Assoc.

    Skills you'll gain: Microsoft Power Automate/Flow, Microsoft Power Platform, Data Analysis Expressions (DAX), Power Apps Component Framework, Power BI, Microsoft Azure, Dashboard, Workflow Management, Process Analysis, Microsoft Copilot, Process Mapping, AI Workflows, Business Process Automation, Microsoft 365, Process Optimization, Automation, Microsoft Visual Studio, Restful API, Application Lifecycle Management, JSON

    2.8
    Rating, 2.8 out of 5 stars
    ·
    13 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Nanyang Technological University, Singapore

    Beauty, Form & Function: An Exploration of Symmetry

    Skills you'll gain: Geometry, Design Elements And Principles, Materials science, Chemistry, Art History, Architectural Design, Chemical Engineering, Physical Science, Applied Mathematics, Biology

    3.7
    Rating, 3.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Financing and Profiting from Innovation for Corporate Entrepreneurs

    Skills you'll gain: Entrepreneurial Finance, Business Valuation, Proposal Development, Corporate Finance, Financial Modeling, Financial Statements, Corporate Accounting, Project Finance, Business Metrics, Return On Investment, Financial Management, Financial Analysis, Cash Flows, Presentations, Innovation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    46 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Cybersecurity for Data Science

    Skills you'll gain: Data Security, Cybersecurity, Data Ethics, Authentications, Data Encryption Standard, Computer Security Awareness Training, Cryptography, Information Assurance, Cyber Security Policies, Cyber Threat Intelligence, Authorization (Computing), Security Controls, Information Privacy, Encryption, Security Awareness, Human Factors (Security), Risk Analysis, Problem Solving, Communication

    Build toward a degree

    3.5
    Rating, 3.5 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Innovation: From Creativity to Entrepreneurship Capstone

    Skills you'll gain: Creative Thinking, Creativity, Innovation, Business Modeling, Strategic Thinking, Ideation, Entrepreneurship, Strategic Planning, Business Development, Business Strategy, New Business Development, Business Analysis, Collaboration, Analysis, Financial Analysis, Performance Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    87 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Building with Code: Programming Fundamentals and Open Source

    Skills you'll gain: Linux, Web Development, Open Source Technology, Object Oriented Programming (OOP), Database Design, Linux Administration, Relational Databases, Web Applications, Web Development Tools, Ubuntu, Databases, Python Programming, Full-Stack Web Development, File Systems, Application Deployment, Data Structures, Database Development, Computer Programming, Javascript, Database Management

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    65 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    ISC2

    Network and Communications Security

    Skills you'll gain: OSI Models, Network Security, Security Controls, Wireless Networks, Network Protocols, Firewall, Network Administration, TCP/IP, Telecommunications, Proxy Servers, Distributed Denial-Of-Service (DDoS) Attacks, Network Infrastructure, Intrusion Detection and Prevention, Remote Access Systems, Authentications

    4.5
    Rating, 4.5 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Pandas for Data Science: Duke University
  • Basic Game Development with Levels using Scratch: Coursera
  • Business-to-Consumer (B2C) Sales Strategies and Techniques: Coursera
  • IoT Communications: University of Illinois Urbana-Champaign
  • Rethinking Logic: Surprising Science of Critical Thinking: Deep Teaching Solutions
  • Exam Prep PL-400: Microsoft Power Platform Developer Assoc.: Whizlabs
  • Beauty, Form & Function: An Exploration of Symmetry: Nanyang Technological University, Singapore
  • Financing and Profiting from Innovation for Corporate Entrepreneurs: University of Maryland, College Park
  • Cybersecurity for Data Science: University of Colorado Boulder
  • Innovation: From Creativity to Entrepreneurship Capstone: University of Illinois Urbana-Champaign

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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