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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


  • U

    University of Colorado Boulder

    Security & Ethical Hacking: Attacking the Network

    Skills you'll gain: Penetration Testing, Network Security, Network Monitoring, Exploitation techniques, Virtual Private Networks (VPN), Cryptographic Protocols, Network Protocols, General Networking, Computer Networking, Command-Line Interface, Network Analysis, Proxy Servers

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Codio

    Advanced Django: External APIs and Task Queuing

    Skills you'll gain: Django (Web Framework), Application Programming Interface (API), Application Frameworks, Web Development, Program Development, Python Programming, Computer Programming, GitHub

    4.9
    Rating, 4.9 out of 5 stars
    ·
    26 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Improving Content Mastery with Quizlet

    Skills you'll gain: Educational Materials, Curriculum Planning, Developing Training Materials, Interactive Learning, Organizational Skills, Student Engagement, Education Software and Technology, Learning Strategies, Test Tools, Drive Engagement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    34 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    IA generativa: más allá del chatbot

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, AI Enablement, AI Product Strategy, Google Cloud Platform, AI Workflows, LLM Application, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 3 Months

  • J

    JetBrains

    Python from Scratch: Learn by Coding

    Skills you'll gain: File I/O, Data Structures, Python Programming, Programming Principles, Computer Programming, Scripting, Data Processing, Code Review, NumPy, Development Environment, Integrated Development Environments, Computational Thinking, Software Installation, Numerical Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Special Competitive Studies Project

    AI in National Security: Integrating Artificial Intelligence into Public Sector Missions

    Skills you'll gain: AI Enablement, AI Security, Model Evaluation, Productivity Software, Artificial Intelligence, Responsible AI, AI Workflows, Organizational Change, Operational Efficiency, Prompt Engineering, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    144 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Building Your Own Database Agent

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, AI Orchestration, Database Development, SQL, LLM Application, Query Languages, OpenAI API, Microsoft Azure, Tool Calling, OpenAI, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    49 reviews

    Beginner · Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Program Design & Evaluation for Health Systems Strengthening

    Skills you'll gain: Health Policy, Health Systems, Public Health, Health Information Management, Research Design, Systems Analysis, Scalability, Technical Communication, Data Quality

    4.7
    Rating, 4.7 out of 5 stars
    ·
    38 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Creating Engaging Presentations with Mentimeter

    Skills you'll gain: Education Software and Technology, End User Training and Support, Technology Solutions

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Basic Game Development with Levels using Scratch

    Skills you'll gain: Event-Driven Programming, Debugging, Game Design, Animation and Game Design, Program Development, Algorithms, Computer Programming, Application Development, Problem Solving, Design, Computer Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    141 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado System

    Palliative Care Capstone Projects

    Skills you'll gain: Pain Management, Patient Communication, Patient Education And Counseling, Care Management, Healthcare Ethics, Compassion, Patient Evaluation, Patient-centered Care, Health Assessment, Clinical Assessment, Self-Awareness, Communication, Cultural Sensitivity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Introduction to Generative AI in Human Resources

    Skills you'll gain: Responsible AI, HR Tech, Recruitment, Employee Engagement, Generative AI, Data Ethics, Human Resources, Talent Recruitment, AI Personalization, Recruitment Strategies, Employee Performance Management, Business Ethics, Diversity Equity and Inclusion Initiatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Security & Ethical Hacking: Attacking the Network: University of Colorado Boulder
  • Advanced Django: External APIs and Task Queuing: Codio
  • Improving Content Mastery with Quizlet: Coursera
  • IA generativa: más allá del chatbot: Google Cloud
  • Python from Scratch: Learn by Coding: JetBrains
  • AI in National Security: Integrating Artificial Intelligence into Public Sector Missions: Special Competitive Studies Project
  • Building Your Own Database Agent: DeepLearning.AI
  • Program Design & Evaluation for Health Systems Strengthening: Johns Hopkins University
  • Creating Engaging Presentations with Mentimeter: Coursera
  • Basic Game Development with Levels using Scratch: Coursera

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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