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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


  • D

    Duke University

    Human Factors in AI

    Skills you'll gain: Responsible AI, Data Ethics, Experience Design, User Experience Design, Human Centered Design, Human Factors, Decision Intelligence, Information Privacy, Design Thinking, Machine Learning, Ethical Standards And Conduct, Law, Regulation, and Compliance, Automation

    4.7 stars, 252 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (252) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    Developing AI Applications with Python and Flask

    Skills you'll gain: Unit Testing, Flask (Web Framework), Application Deployment, Software Testing, Web Applications, AI Integrations, Python Programming, IBM Cloud, AI Enablement, Web Development, Artificial Intelligence, Restful API, Integrated Development Environments, Application Programming Interface (API), Programming Principles, Style Guides

    4.4 stars, 1.4K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (1.4K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Getting Started with Azure Networking Services

    Skills you'll gain: Microsoft Azure, Terraform, Virtual Networking, Network Administration, Network Architecture, Infrastructure as Code (IaC), Network Security, Network Infrastructure, Computer Networking, Network Planning And Design, Azure DevOps, Load Balancing, Virtual Private Networks (VPN), Firewall, Cloud Infrastructure, Cloud Computing Architecture, Enterprise Architecture, Network Routing, Cloud Deployment, Networking Hardware

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • C

    Coursera

    Data Science Coding Challenge: Loan Default Prediction

    Skills you'll gain: Predictive Modeling, Applied Machine Learning, Model Evaluation, Jupyter, Predictive Analytics, Model Training, Lending and Underwriting, Python Programming, Data Science, Machine Learning Methods, Model Optimization, Data Preprocessing, Machine Learning, Data Analysis

    4.7 stars, 114 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.7 (114) · Intermediate · Guided Project · Less Than 2 Hours

  • S

    Sage Publications

    Channel Management and Retail Strategies

    Skills you'll gain: Retail Sales, Conflict Management, Retail Store Operations, Cross-Channel Marketing, Market Dynamics, Sales Strategy, E-Commerce, Coordinating, Market Analysis, Business-To-Consumer, Supplier Performance Management, Customer Analysis, Vendor Management, Performance Measurement, Strategic Partnership, Performance Management, Systems Analysis, Performance Analysis, Performance Improvement, Model Evaluation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Web Development for Beginners

    Skills you'll gain: Responsive Web Design, Color Theory, Version Control, Typography, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), GitHub, Git (Version Control System), Web Design, Web Design and Development, Web Development, Software Versioning, Web Content Accessibility Guidelines, Front-End Web Development, AI Integrations, Application Deployment, Image Quality, Web Development Tools, User Interface (UI) Design

    4.7 stars, 3.7K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (3.7K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Python for Data Science: Real Projects & Analytics

    Skills you'll gain: NumPy, Descriptive Statistics, Model Evaluation, Feature Engineering, Probability & Statistics, Supervised Learning, Statistical Hypothesis Testing, Exploratory Data Analysis, Box Plots, Regression Analysis, Statistics, Predictive Modeling, Time Series Analysis and Forecasting, Data Science, Statistical Programming, Histogram, Statistical Analysis, Database Application, Database Software, Python Programming

    4.6 stars, 39 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (39) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • P

    Packt

    AB-900 Certification: Microsoft 365 Copilot & Agent Admin

    Skills you'll gain: Microsoft 365, Microsoft Copilot, Azure Active Directory, Microsoft Teams, Collaborative Software, Identity and Access Management, Zero Trust Network Access, Microsoft Azure, Responsible AI, Data Governance, Administration, Compliance Management, Microsoft Office, Governance Risk Management and Compliance, Security Management, Information Management, Multi-Factor Authentication, Role-Based Access Control (RBAC), Artificial Intelligence, Governance

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • E

    EDUCBA

    TensorFlow: Build & Deploy Face Mask Detection

    Skills you'll gain: Tensorflow, Computer Vision, Model Evaluation, Deep Learning, Predictive Modeling, Transfer Learning, Model Training, Image Analysis, Model Deployment, Keras (Neural Network Library), Applied Machine Learning, Machine Learning Algorithms, Software Installation, AI Workflows, Artificial Intelligence

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Program Manager

    Skills you'll gain: User Story, Program Management, Stakeholder Management, Resource Allocation, Change Control, Agile Software Development, Scrum (Software Development), Stakeholder Engagement, Agile Methodology, Kanban Principles, Project Management Life Cycle, Backlogs, Change Management, Project Management Office (PMO), Stakeholder Communications, Organizational Change, Responsible AI, Program Implementation, Project Management, Leadership

    4.8 stars, 2.9K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (2.9K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    Status: Free trial
    Free trial
  • K

    KodeKloud

    Vision AI and Advanced OpenAI

    Skills you'll gain: OpenAI API, OpenAI, Generative Model Architectures, Responsible AI, Generative AI, Prompt Engineering, Embeddings, Multimodal Prompts, Image Analysis, Large Language Modeling, AI powered creativity, Token Optimization, AI literacy, AI Security, LLM Application, AI Workflows, Data Ethics, Content Optimization, Critical Thinking and Problem Solving, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Skillshare

    Editorial and Creative Writing for Digital Publications

    Skills you'll gain: Writing and Editing, Writing, Storytelling, Honesty, Journalism, Editing, Blogs, Content Creation, Personal Development, Meditation & Breathwork, Lifelong Learning, Investigation, Self-Motivation, Self-Awareness, Self-Discipline, Creativity, Mindfulness, Emotional Intelligence, Peer Review, Goal Setting

    4.4 stars, 20 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.4 (20) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Human Factors in AI: Duke University
  • Developing AI Applications with Python and Flask: IBM
  • Getting Started with Azure Networking Services: Packt
  • Data Science Coding Challenge: Loan Default Prediction: Coursera
  • Channel Management and Retail Strategies: Sage Publications
  • Web Development for Beginners: University of California, Davis
  • Python for Data Science: Real Projects & Analytics: EDUCBA
  • AB-900 Certification: Microsoft 365 Copilot & Agent Admin: Packt
  • TensorFlow: Build & Deploy Face Mask Detection: EDUCBA
  • IBM Program Manager: IBM

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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