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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


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    Sage Publications

    Foundations of Sales and Consumer Behavior

    Skills you'll gain: B2B Sales, Sales Strategy, Consumer Behaviour, Sales, Sales Management, Business Marketing, General Sales Practices, Selling Techniques, Marketing Channel, Brand Loyalty, Sales Process, Marketing Strategies, Marketing, Customer Analysis, Sales Enablement, Specialized Sales, Cross-Channel Marketing, Marketing Effectiveness, Business-To-Consumer, Sales Support

    Beginner · Course · 1 - 3 Months

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    The University of Tokyo

    Studying at Japanese Universities

    Skills you'll gain: Language Competency, Adaptability, Student Support and Services, Program Evaluation, Student Engagement, Academic Advising, Culture, Formal Learning, Planning, Multilingualism, Program Development, Education and Training, Project Planning

    4.8
    Rating, 4.8 out of 5 stars
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    457 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Developing Front-End Apps with React

    Skills you'll gain: Front-End Web Development, React Redux, React.js, JavaScript Frameworks, Full-Stack Web Development, Web Applications, User Interface (UI), Web Development, UI Components, Code Reusability, Javascript, Event-Driven Programming, Application Programming Interface (API), Dataflow

    4.4
    Rating, 4.4 out of 5 stars
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    782 reviews

    Intermediate · Course · 1 - 4 Weeks

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    IBM

    Fundamentals of Building AI Agents

    Skills you'll gain: LangChain, LLM Application, Tool Calling, AI Workflows, Generative AI Agents, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Data Visualization, Agentic systems, Analytics, Software Development

    4.5
    Rating, 4.5 out of 5 stars
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    148 reviews

    Intermediate · Course · 1 - 4 Weeks

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    National Taiwan University

    Operations Research (1): Models and Applications

    Skills you'll gain: Operations Research, Mathematical Modeling, Applied Mathematics, Business Modeling, Industrial Engineering, Model Optimization, Inventory Control, Business Analytics, Production Planning, Case Studies, Microsoft Excel, Scheduling, Portfolio Management, Facility Management

    4.8
    Rating, 4.8 out of 5 stars
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    586 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Text Marketing Analytics

    Skills you'll gain: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Applied Machine Learning, Network Model, 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, Statistical Methods

    Build toward a degree

    3.2
    Rating, 3.2 out of 5 stars
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    16 reviews

    Beginner · Specialization · 3 - 6 Months

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    John Wiley & Sons

    Maximizing Facebook: Marketplace & Features

    Skills you'll gain: Facebook, Fundraising, Fundraising and Crowdsourcing, Social Media, Social Media Content, Social Media Marketing, Social Media Management, Event Marketing, Social Media Strategy, Shared Media, Event Management, Content Scheduling, Content Strategy, Drive Engagement, Public Affairs, General Sales Practices, Content Creation, Selling Techniques, Online Advertising, Communication

    Intermediate · Course · 1 - 3 Months

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    Sage Publications

    Managing People and Resources in Education

    Skills you'll gain: Performance Appraisal, Performance Management, Diversity and Inclusion, Staff Management, Stakeholder Engagement, Diversity Equity and Inclusion Initiatives, Resource Allocation, Leadership Studies, Leadership Development, Resource Management, Organizational Leadership, Leadership, Management Training And Development, Leadership and Management, Employee Performance Management, Workplace inclusivity, Professional Development, Educational Materials, Instructional Strategies, Business Ethics

    Beginner · Course · 1 - 3 Months

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    Y

    Yale University

    Essentials of Global Health

    Skills you'll gain: Health Disparities, Public Health and Disease Prevention, Health Systems, Public Health, Epidemiology, Social Determinants Of Health, Health Equity, Infectious Diseases, Chronic Diseases, Health Policy, Medical Science and Research, Nutrition and Diet, Demography

    4.8
    Rating, 4.8 out of 5 stars
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    2.2K reviews

    Mixed · Course · 1 - 3 Months

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    IBM

    The AI Ladder: A Framework for Deploying AI in your Enterprise

    Skills you'll gain: AI Enablement, AI Product Strategy, Decision Intelligence, Information Architecture, Strategic Decision-Making, AI Integrations, Solution Architecture, Enterprise Architecture, Data Strategy, Analysis, Data Architecture, Artificial Intelligence, Business Technologies, Analytics, Leadership, Innovation, Machine Learning, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    439 reviews

    Beginner · Course · 1 - 4 Weeks

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    Real Madrid Graduate School Universidad Europea

    How We Got Here & Gap Analysis

    Skills you'll gain: Leadership Development, Self-Awareness, Talent Management, People Development, Training and Development, Talent Recruitment, Professional Development, Industrial and Organizational Psychology, Leadership Studies, Organizational Leadership, Team Leadership, Employee Coaching, Leadership, Organizational Development, People Management, Team Motivation, Organizational Strategy, Culture Transformation, Relationship Management, Team Collaboration

    Beginner · Course · 1 - 4 Weeks

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    Michigan State University

    Write A Feature Length Screenplay For Film Or Television

    Skills you'll gain: Writing, Writing and Editing, Storytelling, Peer Review

    4.6
    Rating, 4.6 out of 5 stars
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    307 reviews

    Beginner · Course · 3 - 6 Months

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

  • Foundations of Sales and Consumer Behavior: Sage Publications
  • Studying at Japanese Universities: The University of Tokyo
  • Developing Front-End Apps with React: IBM
  • Fundamentals of Building AI Agents: IBM
  • Operations Research (1): Models and Applications: National Taiwan University
  • Text Marketing Analytics: University of Colorado Boulder
  • Maximizing Facebook: Marketplace & Features: John Wiley & Sons
  • Managing People and Resources in Education: Sage Publications
  • Essentials of Global Health: Yale University
  • The AI Ladder: A Framework for Deploying AI in your Enterprise: 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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