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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


  • I

    IBM

    IBM Data Analyst

    Skills you'll gain: Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Exploratory Data Analysis, Data Wrangling, SQL, Plot (Graphics), IBM Cognos Analytics, Data Analysis, Professional Networking, Analytics, Excel Formulas, Data Import/Export, Python Programming, Microsoft Excel

    4.6 stars, 100K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (100K) · Beginner · Professional Certificate · 3 - 6 Months

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

    Arizona State University

    Learn English Now: Basic Communication

    Skills you'll gain: English Language, Social Justice, Oral Expression, Environmental Issue, Oral Comprehension, Language Competency, Language Learning, Storytelling, Vocabulary, Culture, Writing, Grammar, Public History, Cultural Diversity

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Arizona State University

    English for Culture and Personal Stories

    Skills you'll gain: English Language, Social Justice, Oral Expression, Oral Comprehension, Language Learning, Storytelling, Public History, Culture, Writing, Vocabulary, Grammar, Cultural Diversity

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Voxy

    Beginner English: Important Interactions

    Skills you'll gain: Patient Communication, English Language, Verbal Communication Skills, Interpersonal Communications, Language Learning, Language Competency, Vocabulary, Active Listening, Communication, Education Software and Technology, Grammar, Public Speaking, Relationship Building

    4.7 stars, 11 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (11) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    English for Introducing Yourself

    Skills you'll gain: Oral Comprehension, English Language, Literacy, Grammar, Language Learning, Vocabulary

    Beginner · Course · 1 - 4 Weeks

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

    Stanford Online

    Probabilistic Graphical Models

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Decision Intelligence, Bayesian Statistics, Graph Theory, Machine Learning Algorithms, Probability Distribution, Network Model, Statistical Modeling, Machine Learning Methods, Markov Model, Machine Learning, Unsupervised Learning, Probability & Statistics, Network Analysis, Statistical Inference, Model Training, Statistical Machine Learning, Model Optimization, Sampling (Statistics)

    4.6 stars, 1.6K reviews, Advanced, Specialization, 3 - 6 Months

    ★ 4.6 (1.6K) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    Lund University

    Akademiskt skrivande

    Skills you'll gain: Peer Review, Writing, Writing and Editing, Honesty, Editing, Proofreading, Planning, Constructive Feedback, Organizational Skills, Goal Setting, Teaching

    4.5 stars, 21 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (21) · Beginner · Course · 1 - 3 Months

    Category: Free
    Free
  • V

    Vanderbilt University

    MATLAB Programming for Engineers and Scientists

    Skills you'll gain: Prompt Engineering, Image Analysis, Data Visualization Software, Object Oriented Programming (OOP), Algorithms, Matlab, Machine Learning Methods, Object Oriented Design, Applied Machine Learning, ChatGPT, File I/O, LLM Application, Large Language Modeling, Dimensionality Reduction, Software Engineering, Program Development, Programming Principles, Functional Design, Computer Programming, Data Analysis

    4.8 stars, 18K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (18K) · Beginner · Specialization · 3 - 6 Months

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

    IBM

    IBM AI Product Manager

    Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Product Strategy, Product Planning, Generative AI, New Product Development, Product Management, Product Lifecycle Management, Responsible AI, Generative Model Architectures, Product Development, Innovation, Product Strategy, Machine Learning Methods, Commercialization, Prompt Engineering Tools, Generative Adversarial Networks (GANs), Generative AI Agents, Product Roadmaps, Artificial Intelligence

    4.7 stars, 36K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.7 (36K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    AI Agents with Model Context Protocol

    Skills you'll gain: Claude Code, Prompt Engineering, Model Context Protocol, ChatGPT, Anthropic Claude, Prompt Patterns, Token Optimization, AI Workflows, Prompt Engineering Tools, Generative AI Agents, Multimodal Prompts, Agentic Workflows, AI Orchestration, AI Enablement, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Agentic systems, AI Product Strategy, AI Personalization

    4.8 stars, 8.3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (8.3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Pennsylvania

    AI For Business

    Skills you'll gain: AI Personalization, Machine Learning Methods, Fraud detection, Generative AI, Responsible AI, Data Ethics, Data Management, Data Strategy, People Analytics, HR Tech, Generative Model Architectures, AI Enablement, Human Resource Management, AI Product Strategy, Data Governance, Human Resources Management and Planning, Big Data, Credit Risk, Machine Learning, Analytics

    4.7 stars, 2K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (2K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • U

    Universidades Anáhuac

    Medical Spanish for Healthcare Professionals

    Skills you'll gain: Patient Evaluation, Medical History Documentation, Oral and Dental Care, Patient Communication, Spanish Language, Dental Instruments, Language Competency, Bilingual (Spanish/English), Health Care, Hospital Experience, Patient-centered Care, Basic Patient Care, Patient Observation, Clinical Practices, Language Learning, Patient Assistance, Treatment Planning, Active Listening, Multilingualism

    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

  • IBM Data Analyst: IBM
  • Learn English Now: Basic Communication: Arizona State University
  • English for Culture and Personal Stories: Arizona State University
  • Beginner English: Important Interactions: Voxy
  • English for Introducing Yourself: Arizona State University
  • Probabilistic Graphical Models: Stanford Online
  • Akademiskt skrivande: Lund University
  • MATLAB Programming for Engineers and Scientists: Vanderbilt University
  • IBM AI Product Manager: IBM
  • AI Agents with Model Context Protocol: Vanderbilt 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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