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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


  • E

    Eindhoven University of Technology

    Lightcap 2: Basics of light and its effects on humans

    Skills you'll gain: Systems Of Measurement, Human Factors, Psychology, Human Learning, Physiology, Mental Health, Neurology, Physics, Biology, Scientific Visualization, Experimentation, Research Methodologies

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    PyCharm Project - Tic-Tac-Toe Game Development

    Skills you'll gain: Event-Driven Programming, Integrated Development Environments, Maintainability, User Interface (UI), Software Development Tools, Program Development, Development Environment, Python Programming, Application Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Code Generation with Amazon Q

    Skills you'll gain: AI Enablement, Amazon Web Services, AI Workflows, Integrated Development Environments, Software Development Tools, Software Development, Development Environment, Maintainability, Automation, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python Cryptography: Analyze & Break Ciphers

    Skills you'll gain: Cryptography, Encryption, Cyber Security Assessment, Brute-force attacks, Python Programming, Programming Principles, Scripting, Algorithms, Data Structures, File I/O, File Management

    Mixed · Course · 1 - 4 Weeks

  • S

    Scrimba

    Build a Support Agent with Vercel AI SDK

    Skills you'll gain: OpenAI API, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Web Scraping, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    HTML, CSS, and JavaScript Basics with Simple Projects

    Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), User Interface (UI), User Experience Design, Web Design and Development, Development Environment, Front-End Web Development, Javascript, Web Development, Web Applications, Responsive Web Design, Microsoft Visual Studio, Real Time Data, Data Validation

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Evaluate & Optimize LLM Performance

    Skills you'll gain: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Manager of Managers: Performance Management and Metrics

    Skills you'll gain: Team Performance Management, Performance Management, Key Performance Indicators (KPIs), Performance Measurement, Employee Performance Management, Management Training And Development, Performance Metric, Performance Improvement, Human Resource Strategy, Performance Analysis, Business Metrics, Performance Review, Constructive Feedback, Organizational Strategy, Accountability, Employee Engagement, Data-Driven Decision-Making, Analytics, Continuous Improvement Process, Driving engagement

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Persone, tecnologia e futuro della mobilità

    Skills you'll gain: Automation, Interactive Learning, Economics, Policy, and Social Studies, Electric Power Systems, Augmented and Virtual Reality (AR/VR), Transportation Operations, Policy Analysis, Emerging Technologies, Sustainable Technologies, Health Equity, Social Impact, Environmental Issue, Socioeconomics, Sustainable Development, Climate Change Mitigation, Safety and Security

    Beginner · Course · 1 - 3 Months

  • P

    Pearson

    Certified Kubernetes Administrator (CKA): Unit 4

    Skills you'll gain: Kubernetes, Data Storage, Cloud-Native Computing, YAML, Data Storage Technologies, Data Management, Configuration Management, Command-Line Interface, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • A

    Alex Genadinik

    Prompt Engineering For New Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Multimodal Prompts, Data Ethics, AI Enablement, Large Language Modeling, Generative AI, Target Audience

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Git and GitHub – Optimization and Automation

    Skills you'll gain: Continuous Integration, Web Development Tools, Application Deployment, React.js, Hypertext Markup Language (HTML)

    Intermediate · Course · 1 - 3 Months

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

  • Lightcap 2: Basics of light and its effects on humans: Eindhoven University of Technology
  • PyCharm Project - Tic-Tac-Toe Game Development: EDUCBA
  • Code Generation with Amazon Q: Coursera
  • Python Cryptography: Analyze & Break Ciphers: EDUCBA
  • Build a Support Agent with Vercel AI SDK: Scrimba
  • HTML, CSS, and JavaScript Basics with Simple Projects: Packt
  • Evaluate & Optimize LLM Performance: Coursera
  • Manager of Managers: Performance Management and Metrics: Coursera
  • Persone, tecnologia e futuro della mobilità: University of Michigan
  • Certified Kubernetes Administrator (CKA): Unit 4: Pearson

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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