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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


  • E

    EDUCBA

    Build & Script a Breakout Game in Unity

    Skills you'll gain: Unity Engine, Game Design, Video Game Development, Animation and Game Design, Software Architecture, Visual Design, Visualization (Computer Graphics), Object Oriented Design, Code Reusability, Design, Course Development, Scripting, C# (Programming Language), Interactive Learning, Systems Development, Project Design, Physics

    ★ 4.5 (13) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    University of Colorado Boulder

    Text Marketing Analytics

    Skills you'll gain: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Applied Machine Learning, Unstructured Data, Statistical Machine Learning, Marketing Analytics, Social Media Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Model Training, Machine Learning Algorithms, Text Mining, Data Analysis, Model Evaluation, Scientific Visualization, Statistical Methods

    ★ 3.2 (16) · Beginner · Specialization · 3 - 6 Months

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

    University of Michigan

    Beyond the Sustainable Development Goals (SDGs): Addressing Sustainability and Development

    Skills you'll gain: Sustainable Development, Sustainable Systems, Design Thinking, Innovation, Environmental Science, Environmental Issue, Climate Change Programs, Sustainability Standards, Socioeconomics, Environment and Resource Management, Social Impact, Natural Resource Management, Social Justice, Climate Change Adaptation, Economic Development, Social Studies, Economics, Policy, and Social Studies, Climate Change Mitigation, Case Studies

    ★ 4.8 (699) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
    Category: Build toward a degree
    Build toward a degree
  • S

    Stanford University

    Rebuilding Our Relationship with Food

    Skills you'll gain: Culture, Nutrition Education, Compassion, Nutrition and Diet, Mindfulness, Meal Planning And Preparation, Habit Formation, Behavioral Health, Self-Awareness, Empowerment, Sensory Systems Analysis, Chronic Diseases

    ★ 4.9 (362) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • T

    Tableau Learning Partner

    Data Ecosystem

    Skills you'll gain: Data Governance, Data Ethics, Data Warehousing, Extract, Transform, Load, Data Quality, Data Management, Data Maintenance, Tableau Software, Data Lakes, Data Architecture, Data Storage, Data Infrastructure, Databases, Data Collection, Business Intelligence, Database Management Systems, Spreadsheet Software, Ethical Standards And Conduct

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

    Status: Free Trial
    Free Trial
  • C

    CertNexus

    Communicate Effectively about Ethical Challenges in Data-Driven Technologies

    Skills you'll gain: Crisis Management, Business Ethics, Corporate Communications, Communication Planning, Data Ethics, Media Relations, Communication Strategies, Public Relations, Strategic Communication, Media and Communications, Stakeholder Communications, Business Communication, Ethical Standards And Conduct, Workplace inclusivity, Communication, Internal Communications, Diversity Equity and Inclusion Initiatives, Leadership and Management, Business Strategy, Marketing

    ★ 4.4 (100) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Predict Ad Clicks Using Logistic Regression and XG-Boost

    Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Model Training, Customer Analysis, Predictive Modeling, Scientific Visualization, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Online Advertising, Data-Driven Marketing, Logistic Regression, Data Cleansing, Data Manipulation, Machine Learning, Python Programming, Deep Learning

    ★ 4.6 (10) · Beginner · Guided Project · Less Than 2 Hours

  • V

    Vanderbilt University

    Generative AI for University Leaders

    Skills you'll gain: Generative AI, AI Enablement, Innovation, AI Integrations, AI powered creativity, Curriculum Development, AI literacy, Responsible AI, Automation, Workforce Development, Business Strategy

    ★ 4.8 (1.1K) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • J

    Johns Hopkins University

    Calculus through Data & Modeling: Applying Differentiation

    Skills you'll gain: Applied Mathematics, Model Optimization, Estimation, Calculus, Cost Estimation, Mathematical Modeling, Derivatives, Analysis

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

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Analyze and Apply Financial Reporting Fundamentals

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Revenue Recognition, Financial Analysis, Inventory Accounting, Financial Accounting, Budget Management, Fixed Asset, Income Statement, Balance Sheet, Budgeting, Financial Reporting, Management Accounting, Capital Budgeting, Asset Management, Accounting, Cost Accounting, Management Reporting, Cash Flows, Generally Accepted Accounting Principles (GAAP)

    ★ 5 (13) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Pearson

    AWS Certified AI Practitioner (AIF-C01)

    Skills you'll gain: Responsible AI, Model Deployment, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Generative AI, Amazon Bedrock, Prompt Engineering, AWS SageMaker, Generative Model Architectures, Artificial Intelligence, Data Ethics, AI Enablement, Prompt Patterns, Application Deployment, AI Integrations, AI literacy, Large Language Modeling, Model Training, Amazon Web Services

    ★ 4.6 (21) · Intermediate · Course · 1 - 3 Months

  • W

    West Virginia University

    Sales Operations/Management

    Skills you'll gain: Sales Management, Sales Territory Management, Recruitment, Sales Development, Training Programs, Sales Training, Sales Strategy, Account Management, Sales, General Sales Practices, Training and Development, Talent Recruitment, Expense Management, Sales Process, Organizational Structure, Strategic Planning, Inside Sales, Expense Reports, Business Ethics, Employee Training

    ★ 4.5 (450) · Beginner · Specialization · 3 - 6 Months

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

  • Build & Script a Breakout Game in Unity: EDUCBA
  • Text Marketing Analytics: University of Colorado Boulder
  • Beyond the Sustainable Development Goals (SDGs): Addressing Sustainability and Development: University of Michigan
  • Rebuilding Our Relationship with Food: Stanford University
  • Data Ecosystem: Tableau Learning Partner
  • Communicate Effectively about Ethical Challenges in Data-Driven Technologies: CertNexus
  • Predict Ad Clicks Using Logistic Regression and XG-Boost: Coursera
  • Generative AI for University Leaders: Vanderbilt University
  • Calculus through Data & Modeling: Applying Differentiation: Johns Hopkins University
  • Analyze and Apply Financial Reporting Fundamentals: EDUCBA

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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