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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


  • C

    Codio

    Cloud Computing Primer: Infrastructure as a Service (IaaS)

    Skills you'll gain: Infrastructure As A Service (IaaS), Cloud Deployment, Cloud Infrastructure, Cloud Services, Cloud Computing, Service Level Agreement, Cloud Computing Architecture, Cloud Platforms, Virtualization, Application Deployment, User Provisioning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Satellite Remote Sensing Data Bootcamp With Opensource Tools

    Skills you'll gain: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Geographic Information Systems, Unsupervised Learning, Image Analysis, Machine Learning, R Programming, Data Processing, Data Preprocessing, Classification Algorithms, Data Transformation, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Expand Employee Interaction with Canvas

    Skills you'll gain: Hypertext Markup Language (HTML), Course Development, Learning Management Systems, Collaboration, Intranet, Training and Development, Teamwork, Content Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidad de Palermo

    Inteligencia Artificial Aplicada a la Construcción

    Skills you'll gain: Civil Engineering, Sustainable Architecture, Building Design, Innovation, Sustainable Design, Structural Engineering, Robotics, 3D Modeling

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Building Autonomous AI Agents

    Skills you'll gain: LangGraph, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, CrewAI, Agentic Workflows, AI Workflows, Agentic systems, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Systems Integration, Tool Calling, Responsible AI, Large Language Modeling, Prompt Engineering, Human Factors (Security), Data Ethics, Context Management, Restful API

    Beginner · Course · 1 - 4 Weeks

  • K

    Kotter

    Kotter's Change Framework: Accelerators 5-8

    Skills you'll gain: Change Management, Organizational Change, Culture Transformation, Business Transformation, Overcoming Obstacles, Organizational Leadership, Organizational Structure, Goal Setting, Adaptability, Leadership, Leadership Development, Lifelong Learning, Employee Engagement

    4.5
    Rating, 4.5 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    컨볼루션 신경망

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Classification Algorithms, Network Architecture, Data Processing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Generative AI for Keyword Research

    Skills you'll gain: Keyword Research, Generative AI, Search Engine Optimization, Web Analytics and SEO, Search Engine Marketing, Prompt Engineering, Competitive Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    38 reviews

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Leadership in Action and Planning

    Skills you'll gain: Strategic Leadership, Strategic Planning, Leadership, Business Planning, Organizational Change, Business Strategy, Planning, Strategic Decision-Making, Collaboration, Organizational Leadership, Change Management, Relationship Building, Influencing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    AI 時代人類的獨特性(The Uniqueness of Human Beings in The Age of AI)

    Skills you'll gain: Mental Concentration, Psychology, Self-Awareness, Artificial Intelligence, Human Learning, Personal Development, Emotional Intelligence, Goal Setting, Critical Thinking, Relationship Building, Mindfulness

    Beginner · Course · 1 - 3 Months

  • S

    Scrimba

    Learn Python: 3

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, Python Programming, Data Structures, Computer Programming, Scripting, Software Engineering, Performance Tuning, Web Development, Debugging, Random Forest Algorithm, Web Development Tools

    4.7
    Rating, 4.7 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Cisco CCNP Data Center DCCOR (350-601)

    Skills you'll gain: Data Centers, Ansible, Open Shortest Path First (OSPF), Network Switches, Computing Platforms, Virtual Networking, Virtual Local Area Network (VLAN), Network Infrastructure, Network Engineering, Border Gateway Protocol, Infrastructure Security, Network Monitoring, Data Storage Technologies, Automation, Event Monitoring, Configuration Management

    Intermediate · Course · 1 - 3 Months

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

  • Cloud Computing Primer: Infrastructure as a Service (IaaS): Codio
  • Satellite Remote Sensing Data Bootcamp With Opensource Tools: Packt
  • Expand Employee Interaction with Canvas: Coursera
  • Inteligencia Artificial Aplicada a la Construcción: Universidad de Palermo
  • Building Autonomous AI Agents: Edureka
  • Kotter's Change Framework: Accelerators 5-8: Kotter
  • 컨볼루션 신경망: DeepLearning.AI
  • Generative AI for Keyword Research: Coursera
  • Leadership in Action and Planning: Johns Hopkins University
  • AI 時代人類的獨特性(The Uniqueness of Human Beings in The Age of AI): National Taiwan University

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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