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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


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    AI Business School

    AI for Finance

    Skills you'll gain: Prompt Engineering, Agentic Workflows, AI Workflows, Generative AI, Sales Enablement, No-Code Development, Financial Forecasting, AI Personalization, Sales, Responsible AI, Risk Management, AI Security, AI Product Strategy, Generative AI Agents, LLM Application, Artificial Intelligence, ChatGPT, Innovation, Productivity, Operational Efficiency

    4.2
    Rating, 4.2 out of 5 stars
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    21 reviews

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    GenAI for Business Intelligence Analysts

    Skills you'll gain: Business Intelligence, Generative AI, Business Analytics, Responsible AI, Business Process Automation, Data-Driven Decision-Making, Data Ethics, Data Storytelling, Data Literacy, Exploratory Data Analysis, Machine Learning, Project Implementation

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Shanghai Jiao Tong University

    当代应用心理学

    Skills you'll gain: Human Factors, Consumer Behaviour, Psychological Evaluations, Psychology, Mental Health, Criminal Investigation and Forensics, Human Development, Leadership, Relationship Building, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
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    95 reviews

    Mixed · Course · 1 - 3 Months

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    Skillshare

    Creative Essay Writing: Explore the Personal & Powerful

    Skills you'll gain: Writing, Writing and Editing, Storytelling, Honesty, Journalism, Journals, Editing, Content Creation, Personal Development, Persistence, Lifelong Learning, Self-Awareness, Investigation, Self-Motivation, Proofreading, Creativity, Self-Discipline, Resilience, Mindfulness, Peer Review

    Beginner · Specialization · 3 - 6 Months

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    The State University of New York

    Advanced Information Literacy

    Skills you'll gain: digital literacy, Information Management, Literacy, Lifelong Learning, Critical Thinking, Investigation, Intellectual Property, Planning, Communication, Content Management, Reliability, Constructive Feedback, Data Access, Style Guides

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 3 Months

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    Kennesaw State University

    The Measure Phase for the 6 σ Black Belt

    Skills you'll gain: Six Sigma Methodology, Lean Methodologies, Process Capability, Lean Six Sigma, Data Collection, Sampling (Statistics), Probability Distribution, Process Analysis, Descriptive Statistics, Performance Measurement, Quality Improvement, Continuous Quality Improvement (CQI), Statistics, Probability, Systems Of Measurement, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    58 reviews

    Mixed · Course · 1 - 3 Months

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    Starweaver

    Introduction to Automotive Embedded Systems

    Skills you'll gain: Embedded Systems, Electronic Systems, Cybersecurity, Automation, Electronics, Sustainable Technologies, Control Systems, Internet Of Things, Software Development, Real-Time Operating Systems, Systems Integration, Artificial Intelligence

    4.5
    Rating, 4.5 out of 5 stars
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    41 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Leeds

    Major Engineering Projects: Governance, Risk and Scope

    Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Engineering Management, Scope Management, Risk Management, Project Scoping, Stakeholder Analysis, Project Risk Management, Project Management, Business Risk Management, Governance

    4.7
    Rating, 4.7 out of 5 stars
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    305 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Selecting the Right LLM with Hugging Face

    Skills you'll gain: Hugging Face, Model Evaluation, LLM Application, Large Language Modeling, Model Deployment, Computer Programming, Generative Model Architectures

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Art of the MOOC: Experiments with Sound

    Skills you'll gain: World Music, Music, Musical Composition, Music Theory, Multimedia, Public Affairs, Performing Arts, Electronic Media, Experimentation, Creativity, Media and Communications, Cultural Diversity, Research

    4.8
    Rating, 4.8 out of 5 stars
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    77 reviews

    Beginner · Course · 1 - 3 Months

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    LearnKartS

    Project Management and Risk Fundamentals

    Skills you'll gain: Business Risk Management

    4.9
    Rating, 4.9 out of 5 stars
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    57 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The AI Value Playbook: Making AI Work in the Real World

    Skills you'll gain: Data Governance, Data-Driven Decision-Making, AI Product Strategy, Legal Technology, Data Management, Business Process Automation, Technology Strategies, Business Leadership, Business Transformation, Generative AI, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Customer experience improvement, Customer Service, Machine Learning

    Beginner · Course · 3 - 6 Months

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

  • AI for Finance: AI Business School
  • GenAI for Business Intelligence Analysts: Coursera
  • 当代应用心理学: Shanghai Jiao Tong University
  • Creative Essay Writing: Explore the Personal & Powerful: Skillshare
  • Advanced Information Literacy: The State University of New York
  • The Measure Phase for the 6 σ Black Belt: Kennesaw State University
  • Introduction to Automotive Embedded Systems: Starweaver
  • Major Engineering Projects: Governance, Risk and Scope: University of Leeds
  • Selecting the Right LLM with Hugging Face: Coursera
  • Art of the MOOC: Experiments with Sound: Duke University

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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