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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


  • C

    Coursera

    Github Copilot with Python: Creating Text Games

    Skills you'll gain: Object Oriented Design, Microsoft Copilot, Game Design, Software Design, Application Design, Unit Testing, Python Programming, AI Enablement, GitHub, Development Environment, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • S

    SAP

    Business Process Modeling and Analysis

    Skills you'll gain: SAP Signavio, Business Process Modeling, Performance Measurement, Process Analysis, Process Design, Business Process, Process Mapping, Process Improvement, Gap Analysis, SAP Analytics Cloud, Business Process Improvement, Dashboard, Data Visualization, Root Cause Analysis, Data-Driven Decision-Making, ChatGPT

    4.6
    Rating, 4.6 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Computing, Ethics, and Society

    Skills you'll gain: Data Ethics, Security Awareness, Healthcare Ethics, Responsible AI, Ethical Standards And Conduct, Computer Security Awareness Training, Cybersecurity, Diversity Awareness, Generative AI, Artificial Intelligence, Information Technology, Information Privacy, Diversity Equity and Inclusion Initiatives, Social Impact, Media and Communications, Automation, Robotics, Cultural Diversity, Personally Identifiable Information, Emerging Technologies

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    53 reviews

    Beginner · Specialization · 3 - 6 Months

  • A

    Association of International Certified Professional Accountants

    Blockchain Evolution and Technology Concepts

    Skills you'll gain: Key Management, Blockchain, Digital Assets, FinTech, Emerging Technologies, Cryptography, Encryption, Distributed Computing, Transaction Processing, Data Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    134 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Project Development in Python

    Skills you'll gain: Devops Tools, DevOps, Agile Methodology, Application Deployment, Docker (Software), Agile Project Management, Project Management, Technical Communication, Needs Assessment, Prometheus (Software), Business Requirements, Jira (Software), Python Programming, Natural Language Processing, Collaboration, Communication, Professional Networking, Interviewing Skills

    4.6
    Rating, 4.6 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Next-Generation AI Assistant: Claude by Anthropic

    Skills you'll gain: Prompt Engineering, Anthropic Claude, Marketing Materials, Copywriting, ChatGPT, AI Product Strategy, Drive Engagement, Promotional Strategies, Target Audience

    4.1
    Rating, 4.1 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Foundations of Generative AI Models

    Skills you'll gain: Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Generative Adversarial Networks (GANs), Autoencoders, Model Evaluation, Large Language Modeling, Real Time Data, Scalability, Responsible AI, Transfer Learning, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Predictive Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Applied Machine Learning, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Decision Tree Learning, Deep Learning, Time Series Analysis and Forecasting, Quality Control

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Generative AI for Automating HR Workflows

    Skills you'll gain: Human Resources, Responsible AI, Developing Training Materials, Generative AI, AI Enablement, Workforce Development, Miro AI, Data Ethics, Recruitment, Generative AI Agents, People Analytics, People Management, AI Personalization, Talent Management, Automation, Talent Acquisition, Prompt Engineering, No-Code Development, Agentic systems, Business Operations

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Colorado Boulder

    Real-Time Project for Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Software Design, System Design and Implementation, System Programming, Embedded Systems, Requirements Analysis, Linux, System Requirements, Verification And Validation, Real Time Data, Application Performance Management, Performance Testing, Computer Vision, Image Analysis, Debugging

    3.8
    Rating, 3.8 out of 5 stars
    ·
    8 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of California, Davis

    Self-Assessment

    Skills you'll gain: Self-Awareness, Personal Attributes, Personal Development, Research, Student-Centred Learning, Lifelong Learning, Goal Setting, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Style Tables with CSS

    Skills you'll gain: Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Responsive Web Design, Browser Compatibility, Web Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    42 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Github Copilot with Python: Creating Text Games: Coursera
  • Business Process Modeling and Analysis: SAP
  • Computing, Ethics, and Society: University of Colorado Boulder
  • Blockchain Evolution and Technology Concepts: Association of International Certified Professional Accountants
  • Project Development in Python: Microsoft
  • Next-Generation AI Assistant: Claude by Anthropic: Coursera
  • Foundations of Generative AI Models: Simplilearn
  • Predictive Analytics Project Ideation: University of Minnesota
  • Generative AI for Automating HR Workflows: Edureka
  • Real-Time Project for Embedded Systems: 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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