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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


  • B

    Birla Institute of Technology & Science, Pilani

    Logic for Computer Science

    Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, Theoretical Computer Science, Analytical Skills, Programming Principles, Computer Science, Data Analysis, Computer Programming, Algorithms, Verification And Validation, Systems Analysis, Software Development, Machine Learning

    Beginner · Course · 1 - 3 Months

  • U

    University of Michigan

    GIS: Geographic Information Systems for Sustainability

    Skills you'll gain: Sustainable Development, Geographic Information Systems, Geospatial Mapping, Sustainability Reporting, Spatial Data Analysis, Sustainable Business, Spatial Analysis, Data Storytelling, Environmental Monitoring, Data Visualization, Stakeholder Engagement, Trend Analysis, Decision Making

    4.5
    Rating, 4.5 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Project Management Principles

    Skills you'll gain: Team Performance Management, Stakeholder Engagement, Systems Thinking, Stakeholder Management, Project Management Institute (PMI) Methodology, Team Building, Project Risk Management, Project Management, Risk Management, Leadership, Governance, Change Management, Problem Solving

    5
    Rating, 5 out of 5 stars
    ·
    46 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI Architecture and Application Development

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Generative Model Architectures, Generative AI, Data Ethics, Model Evaluation, Responsible AI, Prompt Engineering, Information Privacy, Natural Language Processing

    3.6
    Rating, 3.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • I

    ISC2

    Incident Response and Recovery

    Skills you'll gain: Incident Response, Disaster Recovery, Computer Security Incident Management, Business Continuity, Security Management, Cybersecurity, Cyber Threat Intelligence, Investigation, Threat Detection, Digital Forensics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    50 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    New York Institute of Finance

    Key Success Factors in Supply Chain Finance

    Skills you'll gain: Supplier Management, Supply Chain Management, Customer Analysis, Stakeholder Analysis, Working Capital, Corporate Finance, Sales Prospecting, Financial Analysis, Cash Flows, Technology Solutions

    4.7
    Rating, 4.7 out of 5 stars
    ·
    74 reviews

    Intermediate · Course · 1 - 3 Months

  • L

    LearnKartS

    Models, Methods, and Artifacts

    Skills you'll gain: Project Management, Team Management, Project Management Institute (PMI) Methodology, Team Leadership, Project Implementation, Project Performance

    4.5
    Rating, 4.5 out of 5 stars
    ·
    57 reviews

    Advanced · Course · 1 - 4 Weeks

  • E

    Edureka

    Building LLMs with Hugging Face and LangChain

    Skills you'll gain: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, OpenAI API, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Generative Model Architectures, CI/CD, Embeddings, Text Mining, Containerization, Restful API, Open Source Technology, Data Preprocessing, Docker (Software)

    1.8
    Rating, 1.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    컴퓨터 비전 분야에서의 딥 러닝 응용 사례

    Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Convolutional Neural Networks, Applied Machine Learning, Deep Learning, Machine Learning, Artificial Neural Networks, Performance Tuning, Data Preprocessing, Model Evaluation, Feature Engineering, Algorithms

    Intermediate · Course · 1 - 3 Months

  • L

    L&T EduTech

    Air Conditioning Equipment Selection, Design and Sizing

    Skills you'll gain: HVAC, Building Services Engineering, Equipment Design, Thermal Management, Mechanical Engineering, Plumbing, Facility Repair And Maintenance, Mechanical Design, Control Systems, Energy and Utilities, Safety Standards, Engineering Calculations, Materials science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Cambridge

    User experience design

    Skills you'll gain: User Experience Design, Storytelling, Design, User Centered Design, Design Thinking, Human Centered Design, Public Speaking, Design Research, Usability Testing, Empathy, Creativity, Collaboration

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    #talkmentalillness

    Skills you'll gain: Mental Health, Psychiatry, Mental Health Therapies, Health Disparities, Clinical Psychology, Mental Health Diseases and Disorders, Psychology, Cognitive Behavioral Therapy, Cultural Diversity, Behavioral Health, Substance Abuse, Research

    4.5
    Rating, 4.5 out of 5 stars
    ·
    53 reviews

    Beginner · Course · 1 - 3 Months

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

  • Logic for Computer Science: Birla Institute of Technology & Science, Pilani
  • GIS: Geographic Information Systems for Sustainability: University of Michigan
  • Project Management Principles: Microsoft
  • Generative AI Architecture and Application Development: Edureka
  • Incident Response and Recovery: ISC2
  • Key Success Factors in Supply Chain Finance: New York Institute of Finance
  • Models, Methods, and Artifacts: LearnKartS
  • Building LLMs with Hugging Face and LangChain: Edureka
  • 컴퓨터 비전 분야에서의 딥 러닝 응용 사례: University of Colorado Boulder
  • Air Conditioning Equipment Selection, Design and Sizing: L&T EduTech

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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