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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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    AI Business School

    AI agents and creator tools for sales professionals

    Skills you'll gain: Agentic Workflows, Agentic systems, Productivity, No-Code Development, Sales Management, AI Product Strategy, AI Enablement, Business Process Automation, Automation, Artificial Intelligence, Digital Transformation, Application Development, Ideation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Fractal Analytics

    Data Lineage & Ethical Frameworks for Responsible AI

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Data Governance, AI Workflows, Data Pipelines, Data Transformation, Governance, Data Integrity, Data Quality, MLOps (Machine Learning Operations), Information Assurance, Risk Modeling, Metadata Management, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    BiteSize Python for Absolute Beginners

    Skills you'll gain: Data Structures, Python Programming, Data-oriented programming, Programming Principles, Data Manipulation, Data Access, Data Processing, Computational Logic, Scripting, File I/O, Debugging, Computational Thinking, Jupyter, Maintainability, Computer Programming Tools, Scripting Languages

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Web Scraping Tutorial with Scrapy and Python for Beginners

    Skills you'll gain: Web Scraping, Extensible Markup Language (XML), Data Processing, Cascading Style Sheets (CSS), JSON, Data Capture, Application Programming Interface (API), MongoDB, Data Storage, Hypertext Markup Language (HTML)

    Beginner · Course · 3 - 6 Months

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    Google Cloud

    Generative KI: Grundlegende Konzepte

    Skills you'll gain: Generative AI, Responsible AI, Google Cloud Platform, AI Security, Data Modeling, Artificial Intelligence, Large Language Modeling, Machine Learning, Data Quality

    Beginner · Course · 1 - 4 Weeks

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    Codio

    Visualizing Data & Communicating Results in R with RStudio

    Skills you'll gain: Rmarkdown, Plot (Graphics), Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, Graphing, R Programming, Data Science

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Automatically Deploy Python Web Apps from Version Control to Cloud Run

    Skills you'll gain: Cloud Applications, Serverless Computing, Cloud Management, Cloud Development, Cloud Deployment, Cloud Computing, Application Deployment, CI/CD, Continuous Deployment, Google Cloud Platform, Application Development, Python Programming

    Beginner · Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    High Voltage Schottky and p-n Diodes

    Skills you'll gain: Semiconductors, High Voltage, Power Electronics, Electronic Components, Electronics Engineering, Electronics, Simulation and Simulation Software

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Hands-On Web App Pentesting

    Skills you'll gain: Penetration Testing, Open Web Application Security Project (OWASP), Web Applications, Vulnerability Scanning, Exploitation techniques, Vulnerability Assessments, Application Security, Web Servers, Content Management Systems, Application Programming Interface (API), Databases

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Space is Everywhere

    Skills you'll gain: Journalism, Music, Culture, Media and Communications, Liberal Arts, Art History, Storytelling, World History, Visualization (Computer Graphics), Cinematography, Science and Research, Writing

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    Coursera

    GenAI for Field Sales Agents: Local Market Insights

    Skills you'll gain: Sales Territory Management, Generative AI Agents, Sales Strategy, Customer Engagement, Sales Process, Lead Generation, Sales, Sales Enablement, Real Time Data, AI Enablement, Customer Insights, Market Analysis, Ethical Standards And Conduct, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Comprehensive Cloud Computing Foundations

    Skills you'll gain: Linux Administration, Linux Servers, Cloud Infrastructure, Cloud Computing, Linux, Ubuntu, Operating System Administration, Cloud Platforms, Infrastructure As A Service (IaaS), Cloud Deployment, Scalability, Server Administration, Web Servers, Apache, Firewall, NoSQL, PHP (Scripting Language)

    Intermediate · Course · 1 - 3 Months

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

  • AI agents and creator tools for sales professionals: AI Business School
  • Data Lineage & Ethical Frameworks for Responsible AI: Fractal Analytics
  • BiteSize Python for Absolute Beginners: University of Colorado Boulder
  • Web Scraping Tutorial with Scrapy and Python for Beginners: Packt
  • Generative KI: Grundlegende Konzepte: Google Cloud
  • Visualizing Data & Communicating Results in R with RStudio: Codio
  • Automatically Deploy Python Web Apps from Version Control to Cloud Run: Google Cloud
  • High Voltage Schottky and p-n Diodes: University of Colorado Boulder
  • Hands-On Web App Pentesting: Packt
  • Space is Everywhere: 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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