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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


  • P

    Packt

    Salesforce Certified AI Specialist Certification

    Skills you'll gain: AI Workflows, Salesforce, Prompt Engineering Tools, AI Security, Responsible AI, Salesforce Development, Agentic Workflows, Data Ethics, Generative AI Agents, AI Integrations, Customer Relationship Management (CRM) Software, Customer Relationship Management, Generative AI, Data Loss Prevention, Predictive Modeling, Model Training, Data Security, Large Language Modeling

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    Create an Affinity Diagram Using Creately

    Skills you'll gain: Ideation, Diagram Design, Brainstorming, Teamwork, Data Visualization, Team Collaboration, Organizational Skills, Productivity

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    透過 BigQuery 機器學習執行推論作業

    Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Analytics, Applied Machine Learning, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, SQL

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Learn Man in the Middle Attacks from Scratch

    Skills you'll gain: Penetration Testing, Exploitation techniques, Network Security, Intrusion Detection and Prevention, Hardening, Local Area Networks, Threat Detection, General Networking, Vulnerability Management, System Configuration, Linux Administration, Authentications, Software Installation, Virtual Machines, Network Analysis, Virtualization

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Scrimba

    Deploy a Website with Netlify

    Skills you'll gain: Application Deployment, Continuous Deployment, Continuous Delivery, Release Management, React.js, Vue.JS, User Accounts

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Sungkyunkwan University

    How to Understand Our Emotions: Seongho's New Proposal 1

    Skills you'll gain: Compassion, Empathy & Emotional Intelligence, Emotional Intelligence, Empathy, Self-Awareness, Psychology, Cultural Sensitivity, Personal Integrity, Liberal Arts, Ethical Standards And Conduct, Decision Making, Critical Thinking

    Advanced · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Reclaim Your Attention: Values-Aligned Media Consumption

    Skills you'll gain: Self-Motivation, Emotional Intelligence, Growth Mindedness, digital literacy, Mental Concentration, Personal Development, Compassion, Goal Setting, Empowerment, Self-Awareness, Self-Discipline, Habit Formation, Decision Making, Critical Thinking, Mindfulness, Stress Management, Resilience, Adaptability, Media and Communications, Productivity

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Managing Network Traffic with QoS

    Skills you'll gain: Network Performance Management, Wide Area Networks, TCP/IP, Network Routing, Network Routers, Network Infrastructure, Local Area Networks, Computer Networking, Network Protocols, Telecommunications, Service Level

    Beginner · Course · 1 - 3 Months

  • P

    Pearson

    Practical Blockchain and Cryptocurrency

    Skills you'll gain: Blockchain, Cryptography, Cybersecurity, Cyber Threat Intelligence, Enterprise Application Management, Cyber Attacks, Emerging Technologies, Financial Trading, Digital Assets, Cyber Security Assessment, Cryptographic Protocols, FinTech, Payment Systems, Security Testing, Auditing, Transaction Processing, Data Integrity

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Deploy and Optimize Cloud AI Architectures

    Skills you'll gain: Model Optimization, Cloud Computing Architecture, Cloud Management, Model Training, Cloud Infrastructure, Distributed Computing, Data Pipelines, Managed Services, Cost Management, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    Encoder-Decoder Architecture - Português Brasileiro

    Skills you'll gain: Generative Model Architectures, Keras (Neural Network Library), Model Training, Model Deployment, Tensorflow

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Building Secure Automotive IoT Applications

    Skills you'll gain: Embedded Software, Application Security, Embedded Systems, DevSecOps, Secure Coding, Internet Of Things, Application Deployment, Systems Design, Cloud Deployment, Security Requirements Analysis, User Interface and User Experience (UI/UX) Design, Cybersecurity, Security Engineering, Systems Architecture, Security Controls, IT Security Architecture, Cyber Security Strategy, Design Strategies, Software Architecture, Functional Design

    Beginner · Course · 3 - 6 Months

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

  • Salesforce Certified AI Specialist Certification: Packt
  • Create an Affinity Diagram Using Creately: Coursera
  • 透過 BigQuery 機器學習執行推論作業: Google Cloud
  • Learn Man in the Middle Attacks from Scratch: Packt
  • Deploy a Website with Netlify: Scrimba
  • How to Understand Our Emotions: Seongho's New Proposal 1: Sungkyunkwan University
  • Reclaim Your Attention: Values-Aligned Media Consumption: University of Colorado Boulder
  • Managing Network Traffic with QoS: Cisco Learning and Certifications
  • Practical Blockchain and Cryptocurrency: Pearson
  • Deploy and Optimize Cloud AI Architectures: 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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