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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
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    Madecraft

    Fundamentals of Instructional Design

    Skills you'll gain: Instructional and Curriculum Design, Instructional Design, Training Programs, Training and Development, Project Design, Developing Training Materials, Adult Learning Principles, Program Evaluation, Education Software and Technology, Employee Training, Process Design, Educational Materials, Needs Assessment, Learning Management Systems, Collaboration, Adult Education, Multimedia, Photo/Video Production and Technology, Analysis, Media Production

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University at Buffalo

    Blockchain Basics

    Skills you'll gain: Blockchain, Cryptography, Transaction Processing, Cryptographic Protocols, Network Protocols, Payment Systems, Distributed Computing, Virtual Environment, Data Integrity, Virtual Machines, Algorithms, Development Environment, Verification And Validation, User Accounts

    4.6
    Rating, 4.6 out of 5 stars
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    7.8K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Hands-on Internet of Things

    Skills you'll gain: Internet Of Things, Networking Hardware, Network Infrastructure, Network Routers, General Networking, Embedded Software, Network Switches, Network Protocols, Network Architecture, Security Controls, Wireless Networks, Network Administration, Network Routing, Local Area Networks, Infrastructure Security, Telecommunications, Communication Systems, Distributed Computing, Python Programming, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    632 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Predictive Modeling and Analytics

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Model Evaluation, Exploratory Data Analysis, Logistic Regression, Data Presentation, Business Analytics, Analytics, Statistical Visualization, Statistical Modeling, Data-Driven Decision-Making, Regression Analysis, Classification And Regression Tree (CART), Data Analysis, Applied Machine Learning, Classification Algorithms, Data Analysis Software, Microsoft Excel, Data Preprocessing, Data Cleansing

    3.6
    Rating, 3.6 out of 5 stars
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    606 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Simplilearn

    Agentic AI with Model Context Protocol Training

    Skills you'll gain: AI Integrations, Tool Calling, Agentic systems, Generative AI Agents, AI Security, LLM Application, Context Management, Interoperability, Google Cloud Platform, Session Initiation Protocols, Risking, Systems Integration, Servers, Scalability, Risk Management, Pandas (Python Package), Server Side

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Financial Analysis, Reporting & Decision Making

    Skills you'll gain: Budget Management, Cost Accounting, Internal Auditing, Financial Reporting, Financial Statement Analysis, Financial Statements, Internal Controls, Auditing, Budgeting, Variance Analysis, Financial Forecasting, Performance Measurement, Performance Reporting, Financial Data, Business Process Reengineering, Lean Manufacturing, Big Data, Data Governance, Financial Management, Business

    4.7
    Rating, 4.7 out of 5 stars
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    45 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Certified Agile Practitioner (PMI-ACP®) Training

    Skills you'll gain: Agile Software Development, Sprint Retrospectives, Scaled Agile Framework, Organizational Change, Agile Project Management, Kanban Principles, Backlogs, Project Risk Management, Team Motivation, Agile Methodology, People Development, Change Management, User Story, Team Performance Management, Business Transformation, Organizational Development, Project Management Institute (PMI) Methodology, Workflow Management, Agile Product Development, Performance Metric

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Packt

    Foundations of Ethical Hacking with Kali Linux

    Skills you'll gain: Penetration Testing, Vulnerability Assessments, Vulnerability Scanning, Vulnerability Management, Metasploit, Cyber Security Assessment, Cybersecurity, Cyber Threat Intelligence, Threat Modeling, Security Testing, Active Directory, Threat Detection, Exploitation techniques, Network Security, Virtual Machines, Virtualization, Virtual Networking, Authentications, Linux, Web Applications

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of California San Diego

    Combinatorics and Probability

    Skills you'll gain: Combinatorics, Probability, Probability & Statistics, Algorithms, Bayesian Statistics, Mathematical Modeling, Computational Thinking, Statistical Methods, Arithmetic, Applied Mathematics, Program Development, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    874 reviews

    Beginner · Course · 1 - 3 Months

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    Nanjing University

    心理学与生活

    Skills you'll gain: Child Development, Psychology, Childhood Education and Development, Culture, Human Development, Social Sciences, Human Learning, Learning Theory, Personal Development, Self-Awareness, Emotional Intelligence, Motivational Skills, Stress Management

    4.8
    Rating, 4.8 out of 5 stars
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    931 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Toronto

    State Estimation and Localization for Self-Driving Cars

    Skills you'll gain: Global Positioning Systems, Estimation, Robotics, Mathematical Modeling, Applied Mathematics, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    841 reviews

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Lund University

    AI, Democracy, and Elections

    Skills you'll gain: AI literacy, Artificial Intelligence, Political Sciences, ChatGPT, Policy Analysis, Public Affairs, Machine Learning, Public Policies, Generative AI, Social Sciences, Social Studies, Media and Communications, Critical Thinking, Governance

    Beginner · Course · 1 - 4 Weeks

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

  • Fundamentals of Instructional Design: Madecraft
  • Blockchain Basics: University at Buffalo
  • Hands-on Internet of Things: University of Illinois Urbana-Champaign
  • Predictive Modeling and Analytics: University of Colorado Boulder
  • Agentic AI with Model Context Protocol Training: Simplilearn
  • Financial Analysis, Reporting & Decision Making: EDUCBA
  • Certified Agile Practitioner (PMI-ACP®) Training: Packt
  • Foundations of Ethical Hacking with Kali Linux: Packt
  • Combinatorics and Probability: University of California San Diego
  • 心理学与生活: Nanjing 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)

Other topics to explore

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