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    Applied Machine Learning Courses Online

    Explore applied machine learning for practical applications. Learn to implement models using scikit-learn, TensorFlow, and real-world datasets.

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    Explore the Applied Machine Learning Course Catalog

    • Status: Preview
      Preview
      F

      Fred Hutchinson Cancer Center

      Practical Steps for Building Fair AI Algorithms

      Skills you'll gain: ChatGPT, Responsible AI, Generative AI, Data Ethics, Algorithms, Artificial Intelligence, Large Language Modeling, Predictive Analytics, Machine Learning, Diversity Awareness, Health Equity, Software Documentation, Case Studies

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Visualization in R with ggplot2

      Skills you'll gain: Ggplot2, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Heat Maps, R Programming, Graphical Tools, Data Wrangling, Tidyverse (R Package), Graphics Software

      4.9
      Rating, 4.9 out of 5 stars
      ·
      129 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      University of Toronto

      Build Your Own iOS App

      Skills you'll gain: Apple iOS, Swift Programming, Apple Xcode, Mobile Development, Animations, Application Development, Computer Vision, Image Analysis, User Interface (UI) Design

      3.2
      Rating, 3.2 out of 5 stars
      ·
      70 reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      I

      Imperial College London

      Health Coaching Conversations

      Skills you'll gain: Health And Wellness Coaching, Patient Communication, Motivational Interviewing, Patient Education And Counseling, Patient-centered Care, Health Promotion, Coaching, Goal Setting, Health Care, Active Listening, Empowerment, Planning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      111 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      U

      Universidad Austral

      Manejo de bases de datos con Python

      Skills you'll gain: Relational Databases, Object-Relational Mapping, Database Management, Database Design, SQL, Databases, Database Development, Query Languages, Data Integrity, Data Manipulation, Python Programming, Computer Programming

      4.2
      Rating, 4.2 out of 5 stars
      ·
      182 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      Mastering Multi-Agent Development with AutoGen

      Skills you'll gain: Generative AI Agents, Agentic systems, Artificial Intelligence, LLM Application, Development Environment, Tool Calling, Prompt Engineering, Human Machine Interfaces, Application Deployment, Software Development Tools, Python Programming, System Configuration

      4
      Rating, 4 out of 5 stars
      ·
      21 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      Infosec

      Credential Access, discovery, lateral movement & collection

      Skills you'll gain: MITRE ATT&CK Framework, Network Security, Cybersecurity, Exploitation techniques, Cyber Operations, Python Programming, Data Access, Authorization (Computing), Authentications, Scripting, Network Protocols, User Accounts

      4.7
      Rating, 4.7 out of 5 stars
      ·
      62 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      Advancing Women in Tech

      Real-World Engineering Management

      Skills you'll gain: Software Architecture, Engineering Management, Goal Setting, Systems Design, Technical Management, Smart Goals, API Design, Technical Product Management, Cross-Functional Collaboration, Recruitment, Program Management, Team Performance Management, Technical Communication, Management Training And Development, Software Engineering, Microservices, Employee Coaching, Talent Management, Leadership and Management, Talent Acquisition

      4.6
      Rating, 4.6 out of 5 stars
      ·
      86 reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      R

      Rice University

      Principles of Computing (Part 2)

      Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Python Programming, Computer Science, Game Theory, Mathematical Modeling, Software Testing

      4.8
      Rating, 4.8 out of 5 stars
      ·
      364 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      Infosec

      Python for Active Defense

      Skills you'll gain: Cyber Threat Hunting, Threat Detection, Exploit development, System Monitoring, Cybersecurity, Cyber Operations, Continuous Monitoring, Network Security, Network Monitoring, Python Programming, Scripting, Scripting Languages

      4.5
      Rating, 4.5 out of 5 stars
      ·
      79 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Computational and Graphical Models in Probability

      Skills you'll gain: Network Analysis, Statistical Modeling, Bayesian Network, R (Software), R Programming, Social Network Analysis, Simulations, Graph Theory, Statistical Analysis, Probability & Statistics, Markov Model, Probability Distribution, Data Visualization, Machine Learning, Statistical Hypothesis Testing

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      P

      Packt

      CCNA Intermediate – Switching, VLANs & Routing

      Skills you'll gain: Network Troubleshooting, Network Routing, Routing Protocols, OSI Models, TCP/IP, Virtual Local Area Network (VLAN), Network Switches, Networking Hardware, Network Administration, Local Area Networks, Network Infrastructure, Network Protocols, System Configuration

      4.9
      Rating, 4.9 out of 5 stars
      ·
      26 reviews

      Intermediate · Course · 1 - 3 Months

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

    • Practical Steps for Building Fair AI Algorithms: Fred Hutchinson Cancer Center
    • Data Visualization in R with ggplot2: Johns Hopkins University
    • Build Your Own iOS App: University of Toronto
    • Health Coaching Conversations: Imperial College London
    • Manejo de bases de datos con Python: Universidad Austral
    • Mastering Multi-Agent Development with AutoGen: Packt
    • Credential Access, discovery, lateral movement & collection: Infosec
    • Real-World Engineering Management: Advancing Women in Tech
    • Principles of Computing (Part 2): Rice University
    • Python for Active Defense: Infosec

    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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