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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
    A

    Automatic Data Processing, Inc. (ADP)

    Building Confidence in the Future

    Skills you'll gain: Visionary, Drive Engagement, Value Propositions, Team Leadership, Company, Product, and Service Knowledge, Storytelling, Strategic Leadership, Team Management, Communication Planning, Organizational Leadership, Leadership, Open Mindset, Professional Development, Mindfulness

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Foundations of Leadership

    Skills you'll gain: Business Ethics, Critical Thinking, Critical Thinking and Problem Solving, Organizational Leadership, Leadership Development, Team Performance Management, Team Leadership, Team Motivation, Leadership and Management, Business Leadership, Leadership, Professional Development, Peer Review, Self-Awareness, Emotional Intelligence, Goal-Oriented, Adaptability

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Introduction to Social Computing

    Skills you'll gain: Responsible AI, Social Network Analysis, Driving engagement, Behavioral Economics, Network Analysis, Game Design, Social Sciences, Artificial Intelligence, Systems Thinking, Human Computer Interaction, Data Collection, Psychology

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Pearson

    Virtualization for Everyone

    Skills you'll gain: Virtualization, Virtual Machines, Virtual Networking, Computing Platforms, Software Installation, Ubuntu, Microsoft Windows, System Requirements

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    B

    Board Infinity

    Dive Deep into Python

    Skills you'll gain: Object Oriented Programming (OOP), Python Programming, Programming Principles, File Management, Data Structures, Computer Programming, Algorithms, Data Management

    3.9
    Rating, 3.9 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Public Sector Efficiency: Optimizing Business Processes

    Skills you'll gain: Performance Measurement, Workflow Management, Business Process Improvement, Performance Improvement, Business Process, Process Optimization, Process Analysis, Continuous Improvement Process, Service Improvement, Key Performance Indicators (KPIs), Process Mapping, Automation, Organizational Skills, Change Management, Stakeholder Engagement

    3.6
    Rating, 3.6 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Automate R scripts with GitHub Actions: Deploy a model

    Skills you'll gain: Model Deployment, Analytics, R Programming, Google Sheets, Health Informatics, Predictive Modeling, Automation, Data Manipulation, GitHub, Gmail, Git (Version Control System), Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    CEO Playbook: Generative AI

    Skills you'll gain: Google Gemini, Anthropic Claude, AI Enablement, Business Leadership, ChatGPT, Business Transformation, Digital Transformation, Leadership, Strategic Leadership, Strategic Thinking, Stakeholder Communications, Generative AI Agents, Organizational Change, Strategic Communication, Strategic Decision-Making, Innovation, Communication Strategies, Business Ethics, Analytical Skills, Strategic Marketing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Software Security for Web Applications

    Skills you'll gain: Application Security, OAuth, Data Validation, Authentications, Security Testing, Secure Coding, Web Applications, Authorization (Computing), Vulnerability Scanning, Cyber Attacks, Distributed Denial-Of-Service (DDoS) Attacks, Server Side, Security Strategy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    BiteSize Python for Absolute Beginners

    Skills you'll gain: Data Structures, Python Programming, Data-oriented programming, Programming Principles, Data Manipulation, Data Access, Data Processing, Computational Logic, Scripting, File I/O, Debugging, Computational Thinking, Jupyter, Maintainability, Computer Programming Tools, Scripting Languages

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Introduction of Pile Foundation

    Skills you'll gain: Construction, Structural Engineering, Construction Engineering, Building Codes, Civil Engineering, Structural Analysis, Engineering Design Process, Engineering Calculations, Design, Safety Standards

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Fundamental Tools of Data Wrangling

    Skills you'll gain: Pandas (Python Package), Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Exploratory Data Analysis, Statistical Analysis, Jupyter, Programming Principles, Python Programming, Scripting

    4.5
    Rating, 4.5 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 3 Months

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

  • Building Confidence in the Future: Automatic Data Processing, Inc. (ADP)
  • Foundations of Leadership: Johns Hopkins University
  • Introduction to Social Computing: Johns Hopkins University
  • Virtualization for Everyone: Pearson
  • Dive Deep into Python: Board Infinity
  • Public Sector Efficiency: Optimizing Business Processes: Coursera
  • Automate R scripts with GitHub Actions: Deploy a model: Coursera
  • CEO Playbook: Generative AI: Starweaver
  • Software Security for Web Applications: Codio
  • BiteSize Python for Absolute Beginners: University of Colorado Boulder

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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