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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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    Coursera

    Human Resource Management Done Right

    Skills you'll gain: Talent Pipelining, Prompt Engineering, Talent Acquisition, Performance Management, Smart Goals, Google Gemini, Time Management, Interviewing Skills, Responsible AI, Culture Transformation, Workforce Planning, Generative AI, ChatGPT, Employee Onboarding, Recruitment, Employee Engagement, Key Performance Indicators (KPIs), Prompt Engineering Tools, Leadership, Data-Driven Decision-Making

    4.5
    Rating, 4.5 out of 5 stars
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    533 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    Test & Debug Java ML Pipelines

    Skills you'll gain: JUnit, MLOps (Machine Learning Operations), CI/CD, Continuous Integration, Jenkins, Test Automation, Unit Testing, DevOps, Test Case, Debugging, Code Coverage, Model Evaluation, Data Pipelines, Test Data

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    AI-Powered Design with Canva Magic Studio

    Skills you'll gain: Prompt Engineering, Canva (Software), AI Workflows, Content Creation, Generative AI, Quality Control, Creative Design, Artificial Intelligence, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Introducción a la programación en Python I: Aprendiendo a programar con Python

    Skills you'll gain: File I/O, Python Programming, Data Structures, Programming Principles, Computer Programming, Program Development, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    4.9K reviews

    Beginner · Course · 1 - 3 Months

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    Peking University

    Bioinformatics: Introduction and Methods 生物信息学: 导论与方法

    Skills you'll gain: Bioinformatics, Life Sciences, Biostatistics, Molecular Biology, Informatics, Biology, Computational Thinking, Machine Learning Algorithms, Data Analysis Software, Statistical Analysis, Data Processing

    4.4
    Rating, 4.4 out of 5 stars
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    283 reviews

    Mixed · Course · 3 - 6 Months

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    Coursera

    Agentic AI Content for Practitioners (Teams: Legal)

    Skills you'll gain: Agentic Workflows, Agentic systems, Contract Compliance, Organizational Change, Legal Technology, Change Management, Contract Review, AI Enablement, Compliance Reporting, Compliance Management, Workflow Management, Regulation and Legal Compliance, Scalability, Automation, Process Design, Risk Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Alex Genadinik

    Research On Mindsets From Top Scientists And Universities

    Skills you'll gain: Stress Management, Growth Mindedness, Open Mindset, Willingness To Learn, Self-Awareness, Lifelong Learning, Resilience, Personal Development, Self-Motivation, Mental Health, Science and Research, Physiology, Research, Psychology, Cognitive flexibility, Goal Setting

    Mixed · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    On-Premises Applications and Media Resources

    Skills you'll gain: Session Initiation Protocols, System Configuration, Collaborative Software, Configuration Management, Network Administration, Telecommunications, Communication Systems, Systems Integration, Scalability, Digital Communications

    Beginner · Course · 1 - 3 Months

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    UNSW Sydney (The University of New South Wales)

    Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets

    Skills you'll gain: Mechanics, Physics, Experimentation, Engineering Calculations, Applied Mathematics, Physical Science, Systems Of Measurement, Engineering Analysis, Mathematical Modeling, Estimation

    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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    Illinois Tech

    Introduction to Data Science Techniques

    Skills you'll gain: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    21 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Universidad Austral

    Ciencias naturales en el nivel medio: del fenómeno a la idea

    Skills you'll gain: Science and Research, Teaching, Scientific Methods, General Science and Research, Instructional Strategies, Classroom Management, Education and Training, Environmental Science, Research, Interactive Learning, Student Engagement, Pedagogy, Experimentation, Discussion Facilitation, Social Impact, Graphing

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master Ethical AI: Analyze, Evaluate & Lead Responsibly

    Skills you'll gain: Data Ethics, Responsible AI, AI Security, Business Ethics, Artificial Intelligence, Information Privacy, Ethical Standards And Conduct, Regulatory Requirements, Emerging Technologies, Strategic Leadership, Accountability, Diversity and Inclusion, Stakeholder Engagement

    Beginner · Course · 1 - 4 Weeks

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

  • Human Resource Management Done Right: Coursera
  • Test & Debug Java ML Pipelines: Coursera
  • AI-Powered Design with Canva Magic Studio: Coursera
  • Introducción a la programación en Python I: Aprendiendo a programar con Python: Pontificia Universidad Católica de Chile
  • Bioinformatics: Introduction and Methods 生物信息学: 导论与方法: Peking University
  • Agentic AI Content for Practitioners (Teams: Legal): Coursera
  • Research On Mindsets From Top Scientists And Universities: Alex Genadinik
  • On-Premises Applications and Media Resources: Cisco Learning and Certifications
  • Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets: UNSW Sydney (The University of New South Wales)
  • Introduction to Data Science Techniques: Illinois Tech

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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