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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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    Johns Hopkins University

    Gender Foundations in Health Data: A Data for Health Course

    Skills you'll gain: Health Equity, Health Disparities, Public Health, Social Determinants Of Health, Data Collection, Health Policy, Health Informatics, Data Analysis, Research, Surveys

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    How to Draw: A Beginner’s Guide Pt 3 – Drawing in Practice

    Skills you'll gain: Graphical Tools, Creativity

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Practical Splunk for Beginners

    Skills you'll gain: Splunk, Dashboard, Ad Hoc Reporting, Data Visualization Software, Event Monitoring, Security Information and Event Management (SIEM), Statistical Analysis, Software Installation, Analytics, Data Analysis, Anomaly Detection, Big Data, Query Languages

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Coursera

    Mixed Methods Research: Bridging Qualitative & Quantitative

    Skills you'll gain: Data Collection, Research Design, Research Methodologies, Qualitative Research, Data Ethics, Quantitative Research, Data Integration, Data Presentation, Data Storytelling, Research, Report Writing, Surveys, Interactive Data Visualization, Stakeholder Communications, Presentations, Data Analysis, Data Management, Analysis

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Advanced Quality and Capstone Project

    Skills you'll gain: Quality Assurance, Software Quality Assurance, Test Planning, Test Case, Continuous Integration, DevOps, Software Testing, Regression Testing, Test Execution Engine, Software Engineering Tools, Agile Methodology, Issue Tracking, Risk Management Framework, Automation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Computational Thinking for K-12 Educators: Conditional Loops and If Statements

    Skills you'll gain: Debugging, Program Development, Programming Principles, Computational Thinking, Diversity Equity and Inclusion Initiatives, Digital pedagogy, Computer Programming, Computer Science

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Linux Bash Scripting: Automate, Control & Design

    Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Scripting, Linux, Unix Commands, Command-Line Interface, User Interface (UI), IT Automation, Interactive Design, File I/O, Programming Principles, Debugging, File Management

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    Answering Interesting Questions with Data

    Skills you'll gain: Relational Databases, Databases, Data Visualization Software, Web Scraping, Data Science, Scatter Plots, Data Manipulation, SQL, Data Processing, JSON, Application Programming Interface (API), Data Import/Export, Python Programming, Extensible Markup Language (XML), Hypertext Markup Language (HTML)

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California San Diego

    Hacking COVID-19: Metabolic Pathway Analysis Yields SARS-CoV-2 Drug Targets

    Skills you'll gain: Bioinformatics, Informatics, Network Analysis, Medical Science and Research, Molecular Biology, Infectious Diseases, Biochemistry, Data Mining, Scientific Visualization, Data Analysis Software, Pharmacology

    Beginner · Course · 1 - 4 Weeks

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    I

    Illinois Tech

    Cloud: Platform as a Service - Bachelor's

    Skills you'll gain: Serverless Computing, Containerization, Platform As A Service (PaaS), Cloud Platforms, Cloud Security, Cloud Services, Information Management, Cloud Computing Architecture, Cloud Computing, Cloud Management, Cloud Infrastructure, Cloud Solutions, Cloud Development, Cloud Deployment, Application Deployment, Database Administration, Database Management, DevOps, Microservices, Scalability

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Getting Started with Google Kubernetes Engine - Italiano

    Skills you'll gain: Kubernetes, Identity and Access Management, Google Cloud Platform, Containerization, Cloud Management, Cloud Infrastructure, Application Deployment, Cloud Computing, Devops Tools, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Scrum Alliance

    Agile Coaching Skills

    Skills you'll gain: Teaching, Discussion Facilitation, Employee Coaching, Coaching, Agile Product Development, Agile Project Management, Agile Software Development, Mentorship, Team Leadership, Agile Methodology, Team Performance Management, Team Management, Team Motivation, Organizational Leadership, Organizational Change, Business Communication, Business, Business Management, Organizational Strategy, Business Strategies

    Beginner · Course · 1 - 3 Months

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

  • Gender Foundations in Health Data: A Data for Health Course: Johns Hopkins University
  • How to Draw: A Beginner’s Guide Pt 3 – Drawing in Practice: Skillshare
  • Practical Splunk for Beginners: Pearson
  • Mixed Methods Research: Bridging Qualitative & Quantitative: Coursera
  • Advanced Quality and Capstone Project: Board Infinity
  • Computational Thinking for K-12 Educators: Conditional Loops and If Statements: University of California San Diego
  • Linux Bash Scripting: Automate, Control & Design: EDUCBA
  • Answering Interesting Questions with Data: University of Michigan
  • Hacking COVID-19: Metabolic Pathway Analysis Yields SARS-CoV-2 Drug Targets: University of California San Diego
  • Cloud: Platform as a Service - Bachelor's: 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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