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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


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    Sage Publications

    Advanced Project Management: Managing Stakeholders

    Skills you'll gain: Project Closure, Project Management, Project Management Life Cycle, Resource Management, Resource Allocation, Stakeholder Engagement, Stakeholder Management, Project Portfolio Management, Project Management Office (PMO), Project Risk Management, Program Management, Stakeholder Communications, Knowledge Transfer, Risk Management, Governance, Innovation, Project Performance, Change Management, Strategic Planning, Decision Making

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    MEAN Stack Developer: MongoDB, ExpressJS, AngularJS & NodeJS

    Skills you'll gain: MongoDB, Node.JS, Angular, Restful API, API Design, NoSQL, Bootstrap (Front-End Framework), Database Development, Scalability, JavaScript Frameworks, Authentications, Query Languages, Web Frameworks, Web Applications, JSON, Application Programming Interface (API), Database Management, Authorization (Computing), Distributed Computing, Web Development Tools

    4.7
    Rating, 4.7 out of 5 stars
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    163 reviews

    Beginner · Specialization · 3 - 6 Months

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    Korea Advanced Institute of Science and Technology(KAIST)

    Math for AI beginner part 1 Linear Algebra

    Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Applied Mathematics, Deep Learning, Algebra, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Foundations of Transformer Architectures for Natural Language Processing

    Skills you'll gain: Fine-tuning, Natural Language Processing, Hugging Face, ChatGPT, Large Language Modeling, Transfer Learning, Token Optimization, Model Training, Gemini, Generative AI, AI Workflows, Embeddings, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Architectural Engineering

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Build Data Lakes and Data Warehouses on Google Cloud

    Skills you'll gain: Data Lakes, Data Governance, Google Cloud Platform, Data Warehousing, Data Infrastructure, Data Architecture, Cloud Storage, Data Management, Advanced Analytics, Big Data, Machine Learning Methods, Data Integration, Analytics, Data Processing, Data Security, Cloud Computing Architecture

    4.7
    Rating, 4.7 out of 5 stars
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    2.9K reviews

    Intermediate · Course · 1 - 3 Months

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    KodeKloud

    Vision AI and Advanced OpenAI

    Skills you'll gain: OpenAI API, OpenAI, Generative Model Architectures, Responsible AI, Generative AI, Prompt Engineering, Embeddings, Multimodal Prompts, Image Analysis, Large Language Modeling, AI powered creativity, Token Optimization, AI literacy, AI Security, LLM Application, AI Workflows, Data Ethics, Content Optimization, Critical Thinking and Problem Solving, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Innovating with Google Cloud Artificial Intelligence

    Skills you'll gain: Responsible AI, Agentic Workflows, Google Cloud Platform, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Artificial Intelligence, Digital Transformation, Generative AI, Business Transformation, Cloud Solutions, AI literacy, Machine Learning, Analytics, Cloud Infrastructure, Data Processing, Applied Machine Learning, Data Ethics, Model Training, Managed Services

    4.8
    Rating, 4.8 out of 5 stars
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    117 reviews

    Beginner · Course · 1 - 4 Weeks

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    Vanderbilt University

    AI Agents and Agentic AI with Python & Generative AI

    Skills you'll gain: Agentic systems, Generative AI Agents, Agentic Workflows, LLM Application, OpenAI API, AI Workflows, Tool Calling, Prompt Engineering, Prompt Patterns, Software Documentation

    4.6
    Rating, 4.6 out of 5 stars
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    468 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Scrimba

    Learn to code with AI

    Skills you'll gain: HTML and CSS, Hypertext Markup Language (HTML), Mobile Development, Web Applications, Web Design and Development, Program Development, ChatGPT, GitHub, Front-End Web Development, Javascript, Application Deployment, Responsive Web Design, Video Game Development, Git (Version Control System), AI Integrations, Cascading Style Sheets (CSS), Database Development, Computer Programming, Database Application, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    148 reviews

    Beginner · Course · 1 - 3 Months

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    Sage Publications

    Advanced Statistical Reporting for Political Science

    Skills you'll gain: Statistical Reporting, Regression Analysis, Research Reports, Report Writing, Statistical Inference, SPSS, Data Presentation, Quantitative Research, Statistical Methods, Statistical Analysis, Data Analysis, Statistical Software, Statistical Modeling, Logistic Regression, Political Sciences, Research, Research Methodologies, SPSS (Software), Data Visualization, International Relations

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Identity and Security Enforcement

    Skills you'll gain: Authentications, Azure Active Directory, Zero Trust Network Access, Identity and Access Management, Cyber Security Assessment, Multi-Factor Authentication, Microsoft Azure, Role-Based Access Control (RBAC), Vulnerability Assessments, Security Controls, Security Architecture Review, Technical Communication, Authorization (Computing), IT Security Architecture, User Accounts, Cyber Security Policies, Information Technology, Web Development, Computer Science, Mobile Development

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Johns Hopkins University

    Advanced Linear Models for Data Science 1: Least Squares

    Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Statistical Methods, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    192 reviews

    Advanced · Course · 1 - 3 Months

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

  • Advanced Project Management: Managing Stakeholders: Sage Publications
  • MEAN Stack Developer: MongoDB, ExpressJS, AngularJS & NodeJS: EDUCBA
  • Math for AI beginner part 1 Linear Algebra: Korea Advanced Institute of Science and Technology(KAIST)
  • Foundations of Transformer Architectures for Natural Language Processing: Packt
  • Build Data Lakes and Data Warehouses on Google Cloud: Google Cloud
  • Vision AI and Advanced OpenAI: KodeKloud
  • Innovating with Google Cloud Artificial Intelligence: Google Cloud
  • AI Agents and Agentic AI with Python & Generative AI: Vanderbilt University
  • Learn to code with AI: Scrimba
  • Advanced Statistical Reporting for Political Science: Sage Publications

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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