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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


  • Status: New
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    EDUCBA

    Consumer Behavior and Consumer Research

    Skills you'll gain: Consumer Behaviour, Data Collection, Market Research, Marketing, Surveys, Customer Insights, Marketing Psychology, Customer Analysis, Marketing Strategies, Data-Driven Marketing, Qualitative Research, Research Methodologies, Target Market, Survey Creation, Branding, Marketing Strategy and Techniques, Marketing Effectiveness, Research Design, MarTech, Decision Making

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Microsoft Data Architecture for Modern Data Stacks

    Skills you'll gain: Star Schema, Snowflake Schema, Data Lakes, Data Warehousing, CI/CD, Database Design, Microsoft Azure, Power BI, Data Governance, Continuous Integration, Real Time Data, Data Pipelines, Microsoft Copilot, Transaction Processing, Data Architecture, Model Optimization, Transact-SQL, Enterprise Architecture, SQL, Cloud Infrastructure

    3.6
    Rating, 3.6 out of 5 stars
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    10 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    Pearson

    Data Science Fundamentals, Part 1

    Skills you'll gain: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis

    4
    Rating, 4 out of 5 stars
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    6 reviews

    Beginner · Specialization · 1 - 4 Weeks

  • Status: Preview
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    Adobe

    Generative AI for Graphic Designers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Adobe Illustrator, AI powered creativity, Generative AI, AI Workflows, Creativity, Graphic and Visual Design, Adobe Creative Cloud, Graphic Design, Computer Graphics, Creative Design, Creative Thinking, Color Theory, Digital Design, Visual Design, Content Creation, Branding

    4.8
    Rating, 4.8 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Pragmatic AI Labs

    Mastering GitHub

    Skills you'll gain: GitHub Copilot, Model Context Protocol, GitHub, Responsible AI, Git (Version Control System), Model Evaluation, AI Integrations, Object-Relational Mapping, Package and Software Management, Restful API, Open Source Technology, CI/CD, AI Security, Security Controls, Generative AI, Agentic Workflows, Security Strategy, Enterprise Architecture, Automation Engineering, Machine Learning

    3.5
    Rating, 3.5 out of 5 stars
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    6 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    S

    Scrimba

    HTML & CSS Crash Course

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

    4.8
    Rating, 4.8 out of 5 stars
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    74 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    F

    Fred Hutchinson Cancer Center

    AI for Decision Makers

    Skills you'll gain: Responsible AI, AI Enablement, Data Ethics, Technical Management, AI Product Strategy, Technology Strategies, Artificial Intelligence, AI literacy, Business Ethics, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Legal Risk, Law, Regulation, and Compliance, Ethical Standards And Conduct, Regulation and Legal Compliance, AI Integrations, Decision Making, Generative AI, Case Studies, Mitigation

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    CSS: Design & Optimize Responsive Web Pages

    Skills you'll gain: Cascading Style Sheets (CSS), HTML and CSS, Responsive Web Design, Web Design, Web Design and Development, Web Development, Front-End Web Development, Interactive Design, Animations, Visual Design, Design, Maintainability, Typography, Style Guides, Application Design, Interactive Learning, User Experience, Semantic Web

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Azure Cloud Services

    Skills you'll gain: Identity and Access Management, Microsoft Azure, Load Balancing, Cloud Solutions, Infrastructure As A Service (IaaS), Cloud Computing, Network Architecture, Cloud Hosting, Cloud Infrastructure, Cloud Security, Cloud Services, Virtual Machines, User Provisioning, Network Security, Kubernetes, Role-Based Access Control (RBAC), Cloud Deployment, Virtual Networking, Event Monitoring, Cloud-Native Computing

    4.8
    Rating, 4.8 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for Social Media Marketing Specialists

    Skills you'll gain: Generative AI, Driving engagement, Campaign Management, Social Media Marketing, Social Media, Content Creation, Social Media Content, Innovation, Content Development and Management, Drive Engagement, Social Media Campaigns, Instagram, Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    28 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Houdini FX: Model, Animate & Optimize 3D Workflows

    Skills you'll gain: 3D Modeling, Animations, 3D Assets, Model Optimization, Visualization (Computer Graphics), Computer Graphic Techniques, Computer Graphics, Workflow Management, Geometry, User Interface (UI), Graphical Tools, Scripting, Construction, Operations, Design, Editing

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Automate, Analyze, and AI Feedback

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • Consumer Behavior and Consumer Research: EDUCBA
  • Microsoft Data Architecture for Modern Data Stacks: Microsoft
  • Data Science Fundamentals, Part 1: Pearson
  • Generative AI for Graphic Designers: Adobe
  • Mastering GitHub: Pragmatic AI Labs
  • HTML & CSS Crash Course: Scrimba
  • AI for Decision Makers: Fred Hutchinson Cancer Center
  • CSS: Design & Optimize Responsive Web Pages: EDUCBA
  • Azure Cloud Services: Microsoft
  • GenAI for Social Media Marketing Specialists: Coursera

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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