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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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    U

    University of California, Santa Cruz

    Agile Software Development with Python: TDD and BDD

    Skills you'll gain: Software Development Life Cycle, Agile Project Management, Collaborative Software, Software Development, System Testing, Acceptance Testing, Test Case, Python Programming, Cloud Management, Computer Science

    Beginner · Course · 1 - 3 Months

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    Packt

    Mastering ISO 27001 Controls: Implementation and Auditing

    Skills you'll gain: ISO/IEC 27001, Auditing, Audit Planning, Security Controls, Security Management, Information Systems Security, Information Assurance, Risk Management, Risk Management Framework, Security Strategy, Security Requirements Analysis, Identity and Access Management, Security Awareness, Information Technology

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Image Generation

    Skills you'll gain: Generative AI, Model Deployment, Generative Model Architectures, Cloud Deployment, Image Analysis, Unsupervised Learning

    4.5
    Rating, 4.5 out of 5 stars
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    194 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnKartS

    Google Analytics Course: Track, Analyze & Grow

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Looker (Software), Real Time Data, Analytics, Google Ads, Data Analysis, Customer Insights, Target Audience, Marketing Strategies, Performance Analysis, Customer Retention, E-Commerce

    Beginner · Course · 1 - 4 Weeks

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    D

    Duke University

    Art of the MOOC: Art, Culture, and Society

    Skills you'll gain: Color Theory, World Music, Disabilities, Social Justice, Performing Arts, Music, Community Organizing, Liberal Arts, Interactive Learning, Peer Review, Musical Composition, Cultural Diversity, Aesthetics, Music Theory, Art History, Pedagogy, Sociology, Creativity, Critical Thinking, Communication

    4.7
    Rating, 4.7 out of 5 stars
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    334 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Practical Generative AI with ChatGPT

    Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, OpenAI, Multimodal Prompts, OpenAI API, LLM Application, AI Product Strategy, Productivity Software, Creative Design, Marketing Strategy and Techniques, Responsible AI, A/B Testing, Time Management

    Beginner · Course · 1 - 3 Months

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    Coursera

    Human Resources Management and GenAI

    Skills you'll gain: Employee Retention, Talent Pipelining, Succession Planning, Workplace inclusivity, Performance Appraisal, Human Resource Strategy, Prompt Engineering, Mediation, Human Resources, Employee Engagement, Responsible AI, Generative AI Agents, AI Enablement, Human Resources Information System (HRIS), HR Tech, Payroll, Performance Review, Management Training And Development, Generative AI, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
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    301 reviews

    Beginner · Specialization · 3 - 6 Months

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    T

    The University of Hong Kong

    University Teaching

    Skills you'll gain: Instructional Design, Curriculum Development, Lesson Planning, Pedagogy, Teaching, Course Development, Instructional Strategies, Student Engagement, Higher Education, Learning Theory

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Adobe InDesign Masterclass

    Skills you'll gain: Adobe InDesign, Layout Design, Color Theory, Multimedia, Typography, Graphic Design, Design, Graphic and Visual Design Software, Design Elements And Principles, Style Guides, Document Management, Digital Publishing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    The Structured Query Language (SQL)

    Skills you'll gain: SQL, Database Systems, Database Theory, Database Management, Query Languages, Database Design, Relational Databases, Database Administration, Database Application, Data Access, Data Science, Data Analysis, Data Manipulation, Data Modeling, Data Integrity

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Practical Python: Step-by-Step Guide to Python 3 Basics

    Skills you'll gain: File I/O

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    Microsoft Fabric: Implement and Manage Analytics Solutions

    Skills you'll gain: CI/CD, Microsoft Azure, Data Lakes, Microsoft Power Platform, Azure Synapse Analytics, Data Pipelines, Analytics, Data Governance, Advanced Analytics, Data Security, Data Management, Data Analysis Expressions (DAX), Power BI, Microsoft Excel, Exploratory Data Analysis, Apache Spark, Application Deployment, SQL, Governance, Version Control

    Intermediate · Course · 1 - 4 Weeks

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

  • Agile Software Development with Python: TDD and BDD: University of California, Santa Cruz
  • Mastering ISO 27001 Controls: Implementation and Auditing: Packt
  • Introduction to Image Generation: Google Cloud
  • Google Analytics Course: Track, Analyze & Grow: LearnKartS
  • Art of the MOOC: Art, Culture, and Society: Duke University
  • Practical Generative AI with ChatGPT: Packt
  • Human Resources Management and GenAI: Coursera
  • University Teaching: The University of Hong Kong
  • Adobe InDesign Masterclass: Packt
  • The Structured Query Language (SQL): 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)

Other topics to explore

Arts and Humanities
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425 courses
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471 courses
Math and Logic
70 courses
Personal Development
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Language Learning
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