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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


  • S

    Scrimba

    Introduction to Hermes Agent

    Skills you'll gain: Cloud Deployment, Agentic Workflows, Model Deployment, Application Deployment, Generative AI Agents, Agentic systems, AI Workflows, Token Optimization, LLM Application, Cloud Hosting, Virtual Machines, System Configuration, Automation, Servers, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Context Engineering, Generative AI, Prompt Engineering

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • W

    Whizlabs

    Microsoft Copilot, Entra Identity & Access Management

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Azure Active Directory, Identity and Access Management, Authentications, Microsoft Azure, AI Security, Enterprise Application Management, Responsible AI, Active Directory, User Provisioning, Role-Based Access Control (RBAC), AI Integrations, Security Controls, Enterprise Security, Authorization (Computing), Hybrid Cloud Computing, Single Sign-On (SSO), User Accounts, Zero Trust Network Access

    Intermediate · Course · 1 - 4 Weeks

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

    University of Colorado Boulder

    Foundations of Data Structures and Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Graph Theory, Data Structures, Operations Research, Quantum computing, Public Key Cryptography Standards (PKCS), Cryptography, Computational Thinking, Design Strategies, Cryptographic Protocols, Applied Mathematics, Tree Maps, Encryption, Network Model, Combinatorics, Data Science, Mathematical Software, Computer Science, Python Programming

    4.7 stars, 976 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.7 (976) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of California San Diego

    Python Data Products for Predictive Analytics

    Skills you'll gain: Model Evaluation, Model Deployment, Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, MLOps (Machine Learning Operations), Statistical Machine Learning, Web Frameworks, Classification Algorithms, Machine Learning Methods, Model Training, Data Visualization, Statistical Modeling, Interactive Data Visualization, Design Thinking, Machine Learning, Python Programming

    4.3 stars, 310 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.3 (310) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM UI/UX Designer

    Skills you'll gain: User Story, Information Architecture, UI/UX Research, User Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Thinking, Agile Software Development, UI/UX Strategy, Scrum (Software Development), User Centered Design, Design Research, Responsive Web Design, User Interface (UI), Figma (Design Software), Wireframing, User Experience, Adobe XD, Responsible AI, Prototyping

    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
  • E

    EDUCBA

    Accounting Software Mastery for Modern Businesses

    Skills you'll gain: QuickBooks (Accounting Software), Vendor Management, Ledgers (Accounting), Accounting Software, Inventory and Warehousing, Payroll Processing, Accounting Records, Financial Reporting, Payroll Reporting, Payroll Administration, Business Reporting, Customer Data Management, Management Reporting, Payroll Systems, Financial Analysis, Payroll, Accounting and Finance Software, Business Software, Business, Business Analysis

    4.4 stars, 121 reviews, Beginner, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Exam Prep SC-300: Microsoft Identity & Access Administrator

    Skills you'll gain: Azure Active Directory, Microsoft Azure, Microsoft 365, Role-Based Access Control (RBAC), Cloud Security, Multi-Factor Authentication, Identity and Access Management, Cloud Management, User Provisioning, Data Governance, User Accounts, Active Directory, Authorization (Computing), Data Security, Authentications, Data Loss Prevention, Governance Risk Management and Compliance, Zero Trust Network Access, Data Management, Governance

    Intermediate · Specialization · 1 - 3 Months

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

    Stanford Online

    Probabilistic Graphical Models 1: Representation

    Skills you'll gain: Bayesian Network, Decision Intelligence, Bayesian Statistics, Graph Theory, Probability Distribution, Network Model, Statistical Modeling, Markov Model, Decision Support Systems, Probability & Statistics, Network Analysis, Dependency Analysis

    4.6 stars, 1.4K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (1.4K) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Storytelling, Social Network Analysis, Data Presentation, Exploratory Data Analysis, Statistical Hypothesis Testing, Classification And Regression Tree (CART), Statistical Machine Learning, Bayesian Statistics, Dimensionality Reduction, Probability & Statistics, Statistical Methods, Statistics, Machine Learning Methods, Data Preprocessing, Statistical Programming, Web Scraping, Applied Machine Learning, Statistical Modeling, Linear Algebra

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • U

    University of Manchester

    Introduction to Physical Chemistry

    Skills you'll gain: Chemistry, Physical Science, Physics, Laboratory Experience, Experimentation, Mechanics, Applied Mathematics

    4.7 stars, 758 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (758) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Automatic Data Processing, Inc. (ADP)

    Getting Started with U.S. Payroll Fundamentals

    Skills you'll gain: Payroll, Payroll Administration, Payroll Processing, Payroll Reporting, Payroll Tax, Labor Compliance, Compensation Management, Labor Law, Benefits Administration, Compensation and Benefits, Payment Systems, Employee Onboarding, Benefits Enrollment Processes, Income Tax, Tax Compliance, Problem Solving, Critical Thinking

    4.8 stars, 64 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (64) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Instructional Methods in Health Professions Education

    Skills you'll gain: Instructional Design, Adult Learning Principles, Teaching, Education Software and Technology, Learning Theory, Health Education, Digital pedagogy, Learning Styles, Clinical Practices, Technology Strategies, Liberal Arts

    4.7 stars, 546 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (546) · Intermediate · Course · 1 - 3 Months

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

  • Introduction to Hermes Agent: Scrimba
  • Microsoft Copilot, Entra Identity & Access Management: Whizlabs
  • Foundations of Data Structures and Algorithms: University of Colorado Boulder
  • Python Data Products for Predictive Analytics: University of California San Diego
  • IBM UI/UX Designer: IBM
  • Accounting Software Mastery for Modern Businesses: EDUCBA
  • Exam Prep SC-300: Microsoft Identity & Access Administrator: Whizlabs
  • Probabilistic Graphical Models 1: Representation: Stanford Online
  • Master of Science in Data Science (Statistics): University of Leeds
  • Introduction to Physical Chemistry: University of Manchester

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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