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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


  • D

    Duke University

    Data Science Math Skills

    Skills you'll gain: Probability, Graphing, Algebra, Bayesian Statistics, Data Science, Calculus, General Mathematics, Applied Mathematics, Derivatives

    4.5 stars, 13K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (13K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    IBM

    IBM DevOps, Cloud, and Agile Foundations

    Skills you'll gain: User Story, Cloud Infrastructure, Cloud Platforms, Agile Software Development, Scrum (Software Development), Agile Methodology, Cloud Computing, Cloud Computing Architecture, Kanban Principles, DevOps, Backlogs, Cloud Services, Cloud Development, Cloud Deployment, Sprint Retrospectives, Cloud Security, Cloud-Native Computing, Devops Tools, Continuous Integration, CI/CD

    4.7 stars, 14K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (14K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    English for Technology and Customs

    Skills you'll gain: Culture, English Language, Language Learning, Oral Comprehension, Literacy, Language Competency, Cultural Diversity, Intercultural Competence, Vocabulary, Technical Communication, Grammar, Language Interpretation, Translation, and Studies, Science and Research, Emerging Technologies, Innovation

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google

    Foundations of Data Science

    Skills you'll gain: Data Storytelling, Data Ethics, Data Analysis, Data-Driven Decision-Making, Analytics, Workflow Management, Data Science, Advanced Analytics, Analytical Skills, Business Solutions, Technical Communication, Process Design, Project Management, Communication, Stakeholder Communications, Machine Learning

    4.7 stars, 4K reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (4K) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for Human Resources (HR) Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, Prompt Engineering Tools, Responsible AI, HR Tech, ChatGPT, Human Resources Software, AI literacy, Multimodal Prompts, Human Resources Management and Planning, Human Resources, Workforce Planning, Human Resource Strategy, AI powered creativity, AI Enablement, LLM Application, Human Resource Management, Artificial Intelligence

    4.7 stars, 12K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

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

    University of Illinois Urbana-Champaign

    Data Mining

    Skills you'll gain: Data Visualization, Data Visualization Software, Text Mining, Data Presentation, Data Mining, Dashboard, Tableau Software, Plot (Graphics), Dashboard Creation, Natural Language Processing, Unsupervised Learning, Data Mapping, Unstructured Data, Statistical Analysis, Graphing, Big Data, Data-Driven Decision-Making, Analytics, Data Analysis, Statistical Machine Learning

    4.5 stars, 3K reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.5 (3K) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Gen AI Dev- Design and Implement Vector Store Solutions

    Skills you'll gain: Generative Model Architectures, Generative AI, Retrieval-Augmented Generation, Metadata Management, Amazon S3, Enterprise Architecture, Data Maintenance, AI Integrations, Amazon Web Services, Data Store, Taxonomy, Prompt Engineering, Amazon DynamoDB, Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Software Development, Artificial Intelligence, Data Pipelines, Natural Language Processing, Machine Learning

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • V

    Vanderbilt University

    AI Mastery for Professionals

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, ChatGPT, Agentic Workflows, Prompt Patterns, Generative AI Agents, AI Enablement, AI Orchestration, Prompt Engineering Tools, Multimodal Prompts, AI powered creativity, Agentic systems, AI Workflows, Generative AI, Claude Code, AI Product Strategy, Anthropic Claude, AI Personalization, AI Integrations, Responsible AI

    4.8 stars, 9.6K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (9.6K) · Beginner · Specialization · 1 - 3 Months

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

    Vanderbilt University

    AI Agents in Typescript/Javascript

    Skills you'll gain: Claude Code, Prompt Engineering, ChatGPT, Anthropic Claude, Generative AI Agents, Prompt Patterns, Prompt Engineering Tools, LLM Application, Multimodal Prompts, AI literacy, OpenAI, Agentic Workflows, Debugging, TypeScript, OpenAI API, AI Enablement, Agentic systems, AI Orchestration, AI Workflows, Generative AI

    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
  • W

    Whizlabs

    Microsoft Foundry Essentials: RAG, Fine-Tuning and AI Agents

    Skills you'll gain: Retrieval-Augmented Generation, Generative AI Agents, Model Deployment, Generative AI, Agentic Workflows, Microsoft Azure, AI Workflows, Model Evaluation, Model Training, Fine-tuning, Microsoft Development Tools, MLOps (Machine Learning Operations), AI Integrations, Large Language Modeling, Model Optimization, Agentic systems

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • V

    Voxy

    Intermediate English: The Media

    Skills you'll gain: Professional Development, English Language, Interviewing Skills, Oral Comprehension, Media and Communications, Interpersonal Communications, Language Competency, Vocabulary, Language Learning, Social Impact, Public Affairs, Grammar

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • B

    British Standards Institution

    AI Technical Risk Controls

    Skills you'll gain: Risking, Model Training, Statistical Methods, Data Ethics, Model Evaluation, Vulnerability Assessments, Statistical Hypothesis Testing, MLOps (Machine Learning Operations), Performance Testing, Statistical Analysis, Decision Intelligence, Verification And Validation, Artificial Intelligence, Artificial Neural Networks, Ethical Standards And Conduct, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis, Law, Regulation, and Compliance, Probability & Statistics

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…108109110…834

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

  • Data Science Math Skills: Duke University
  • IBM DevOps, Cloud, and Agile Foundations: IBM
  • English for Technology and Customs: Arizona State University
  • Foundations of Data Science: Google
  • Generative AI for Human Resources (HR) Professionals: IBM
  • Data Mining: University of Illinois Urbana-Champaign
  • Gen AI Dev- Design and Implement Vector Store Solutions: Amazon Web Services
  • AI Mastery for Professionals: Vanderbilt University
  • AI Agents in Typescript/Javascript: Vanderbilt University
  • Microsoft Foundry Essentials: RAG, Fine-Tuning and AI Agents: Whizlabs

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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