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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


  • U

    University of Colorado Boulder

    Crisis Management and Crisis Communication

    Skills you'll gain: Crisis Management, Consulting, Management Consulting, Strategic Communication, Corporate Communications, Leadership, Risk Management, Business Leadership, Public Affairs, Business Risk Management, Contingency Planning, Business Continuity Planning, Risk Analysis, Mitigation, Case Studies, Stakeholder Communications, Internal Communications, Communication, Emergency Response, Critical Thinking

    4.5
    Rating, 4.5 out of 5 stars
    ·
    32 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    The Power of Storytelling: How to Visualize Data in the Cloud

    Skills you'll gain: Data Storytelling, Data Visualization, Data Visualization Software, Dashboard, Data Modeling, Data Access, Business Analytics, UI/UX Strategy, Data Analysis, Data Governance, Performance Tuning, Cloud Services, Self Service Technologies, Version Control

    4.4
    Rating, 4.4 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Regression Analysis

    Skills you'll gain: Regression Analysis, Supervised Learning, Model Evaluation, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Feature Engineering, Data Preprocessing, Exploratory Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • L

    LearnKartS

    Kubernetes Fundamentals

    Skills you'll gain: Kubernetes, Cloud-Native Computing, YAML, Containerization, Application Deployment, Microservices, Virtual Machines, Data Persistence, Virtual Environment, Ubuntu, Network Architecture, Command-Line Interface, Scalability

    4.1
    Rating, 4.1 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Identity Protection and Governance 

    Skills you'll gain: Role-Based Access Control (RBAC), Azure Active Directory, Microsoft Azure, Cyber Governance, System Monitoring, Identity and Access Management, Cloud Security, Enterprise Security, Data Governance, Authorization (Computing), Multi-Factor Authentication, User Accounts, Authentications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Mixed Methods Research: Bridging Qualitative & Quantitative

    Skills you'll gain: Data Collection, Research Design, Research Methodologies, Qualitative Research, Data Ethics, Quantitative Research, Research Reports, Data Integration, Data Storytelling, Surveys, Stakeholder Communications, Data Analysis, Data Visualization Software, Data Management, Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Geliştiriciler için Üretken Yapay Zeka

    Skills you'll gain: Responsible AI, Prompt Engineering, AI Security, Google Gemini, Gemini, Prompt Patterns, Generative AI, Embeddings, Multimodal Prompts, AI Product Strategy, Model Deployment, Vector Databases, Keras (Neural Network Library), Generative Model Architectures, Cloud Security, Data Ethics, Application Security, Natural Language Processing, Recurrent Neural Networks (RNNs), Machine Learning

    Advanced · Specialization · 3 - 6 Months

  • M

    Michigan State University

    Capstone - Launch Your Own Business!

    Skills you'll gain: Product Development, Entrepreneurship, Business Planning, Operations Management, Operations, Accounting, Business, Small Business Accounting, Legal Risk, New Business Development, Business Development, Commercial Laws, Digital Advertising, Financial Statements, Marketing, Business Strategy, Cash Flows

    4.8
    Rating, 4.8 out of 5 stars
    ·
    145 reviews

    Mixed · Course · 1 - 3 Months

  • S

    Scrimba

    HTML & CSS Crash Course

    Skills you'll gain: HTML and CSS, Responsive Web Design, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), File Management, Web Design, Front-End Web Development, Web Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    72 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Expanding SEL

    Skills you'll gain: Self-Awareness, Empowerment, Emotional Intelligence, Social Skills, Social Justice, Behavior Management, Empathy, School Psychology, Working With Children, Cultural Diversity, Mindfulness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    134 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of Geneva

    In the footsteps of Zika… approaching the unknown

    Skills you'll gain: Infectious Diseases, Epidemiology, Health Disparities, Social Determinants Of Health, Public Health, Emergency Response, Environmental Issue, Climate Change Adaptation, Media and Communications, Neurology, Maternal Health, Diagnostic Tests, Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    115 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Introduction to AWS Cloud Careers

    Skills you'll gain: Public Cloud, Cloud Computing Architecture, Cloud Computing, Application Programming Interface (API), Cloud Services, Scalability, Cloud Platforms, Amazon Web Services, Infrastructure As A Service (IaaS), Technical Services, Systems Administration, Solution Architecture, Security Engineering

    4.7
    Rating, 4.7 out of 5 stars
    ·
    82 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Crisis Management and Crisis Communication: University of Colorado Boulder
  • The Power of Storytelling: How to Visualize Data in the Cloud: Google Cloud
  • Regression Analysis: University of Colorado Boulder
  • Kubernetes Fundamentals: LearnKartS
  • Identity Protection and Governance : Microsoft
  • Mixed Methods Research: Bridging Qualitative & Quantitative: Coursera
  • GeliÅŸtiriciler için Üretken Yapay Zeka: Google Cloud
  • Capstone - Launch Your Own Business!: Michigan State University
  • HTML & CSS Crash Course: Scrimba
  • Expanding SEL: University of Colorado Boulder

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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