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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


  • V

    Vanderbilt University

    Generative AI Software Engineering

    Skills you'll gain: Claude Code, Prompt Engineering, Agentic systems, ChatGPT, Anthropic Claude, Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Multimodal Prompts, Generative AI, Agentic Workflows, AI Personalization, Software Development Tools, Artificial Intelligence and Machine Learning (AI/ML), Software Engineering, Software Development, Automation, Software Architecture, Software Testing, Software Design

    4.8 stars, 9.3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (9.3K) · Beginner · Specialization · 3 - 6 Months

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

    University of Pennsylvania

    AI Fundamentals for Non-Data Scientists

    Skills you'll gain: Machine Learning Methods, Generative AI, Data Management, Generative Model Architectures, Big Data, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Generative Adversarial Networks (GANs), AI Enablement, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Customer Data Management, AI literacy, Autoencoders, Model Optimization, Deep Learning, Model Evaluation, Algorithms

    4.8 stars, 1.1K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (1.1K) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Español para profesionales: comunicación en el trabajo

    Skills you'll gain: Spanish Language, Telephone Skills, Meeting Facilitation, Oral Expression, Business Correspondence, Outbound Calls, Verbal Communication Skills, Negotiation, Business Writing, Writing, Business Communication, Inbound Calls, Communication, Grammar, Communication Strategies, Active Listening, Vocabulary

    4.6 stars, 14 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • I

    IBM

    Generative AI for IT Systems Analysts and Architects

    Skills you'll gain: Prompt Engineering, Process Modeling, Prompt Patterns, Generative AI, Generative Model Architectures, Prompt Engineering Tools, AI literacy, Multimodal Prompts, Business Workflow Analysis, Systems Analysis, AI powered creativity, Systems Architecture, Solution Architecture, Responsible AI, Software Architecture, Machine Learning, Systems Thinking, Project Documentation, Stakeholder Communications, Technical Consulting

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

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

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Proyecto Final: Chino básico - Lenguaje y cultura empresarial

    Skills you'll gain: Peer Review, Oral Expression, Presentations, Verbal Communication Skills, Video Production, Language Competency, Spanish Language, Oral Comprehension, Business Communication, Language Learning, Communication, Constructive Feedback, User Feedback, Writing, Consolidation

    4 stars, 8 reviews, Mixed, Course, 1 - 3 Months

    ★ 4 (8) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Enhance your Writing with Noun Clauses

    Skills you'll gain: Grammar, English Language

    4.9 stars, 17 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (17) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Back-End Development

    Skills you'll gain: Cloud Deployment, Unit Testing, Software Development Life Cycle, Open Web Application Security Project (OWASP), Object-Relational Mapping, OpenShift, Istio, Kubernetes, Cloud-Native Computing, Linux Commands, Software Architecture, Application Deployment, Django (Web Framework), Bash (Scripting Language), Shell Script, Git (Version Control System), Grafana, Microservices, Data Import/Export, Python Programming

    4.6 stars, 53K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.6 (53K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Job skills
    Job skills
    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
  • 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
  • I

    IBM

    Key Technologies for Business

    Skills you'll gain: Cloud Infrastructure, Responsible AI, Cloud Platforms, Cloud Computing, Cloud Computing Architecture, Cloud Services, Cloud Development, Data Literacy, Cloud Deployment, Machine Learning Methods, Data Mining, Cloud Security, Generative AI Agents, Generative AI, Cloud Technologies, Generative Model Architectures, Big Data, Data Analysis, Data Science, Business

    4.7 stars, 107K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (107K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Sequence Models

    Skills you'll gain: Recurrent Neural Networks (RNNs), Hugging Face, Natural Language Processing, Generative AI, Artificial Neural Networks, Embeddings, Large Language Modeling, Deep Learning, Transfer Learning, Fine-tuning

    4.8 stars, 31K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (31K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    Board Infinity

    AI in Manufacturing: Predictive Maintenance and Alerts

    Skills you'll gain: Failure Analysis, Applied Machine Learning, Machine Learning, Decision Intelligence, Random Forest Algorithm, Email Automation, No-Code Development, MLOps (Machine Learning Operations), Predictive Modeling, Machine Learning Methods, Predictive Analytics, Automation Engineering, Model Training, Automation, Model Deployment, AI Workflows, Data-Driven Decision-Making, Continuous Monitoring, Estimation, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
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In summary, here are 10 of our most popular applied machine learning courses

  • Generative AI Software Engineering: Vanderbilt University
  • AI Fundamentals for Non-Data Scientists: University of Pennsylvania
  • Español para profesionales: comunicación en el trabajo: Universidad Nacional Autónoma de México
  • Generative AI for IT Systems Analysts and Architects: IBM
  • Proyecto Final: Chino básico - Lenguaje y cultura empresarial: Arizona State University
  • Enhance your Writing with Noun Clauses: University of California, Irvine
  • IBM Back-End Development: IBM
  • AI For Business: University of Pennsylvania
  • Learn English Now: Basic Communication: Arizona State University
  • Key Technologies for Business: 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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