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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

    Getting There and Going Beyond

    Skills you'll gain: Systems Engineering, Aerospace Basic Quality System Standards, Global Positioning Systems, Engineering Design Process, Control Systems, Systems Integration, Engineering, Human Factors, System Testing, Communication Systems, Robotics, Automation, Structural Engineering, Thermal Management, Physical Science, Electric Power Systems, Environmental Monitoring, Mechanics

    5
    Rating, 5 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud Digital Leader Training 日本語版

    Skills you'll gain: Serverless Computing, Containerization, Cloud Management, Cloud Security, Google Cloud Platform, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Infrastructure, Site Reliability Engineering, Artificial Intelligence and Machine Learning (AI/ML), Digital Transformation, Real Time Data, Cloud Computing, Data Governance, Data Warehousing, Data Management, Cybersecurity, Public Cloud, Hybrid Cloud Computing, Data Security, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    33 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Fandom, Social Media, and Authenticity in the Digital Age

    Skills you'll gain: digital literacy, Social Media, Self-Awareness, Literacy, Content Creation, Personal Development, Blogs, Diversity Awareness, Instagram, Media and Communications, Sociology, Electronic Media, Critical Thinking, Social Studies, Social Sciences, Culture, Cultural Responsiveness, Case Studies, Analysis, Writing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Infrastructure Automation with Terraform

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Infrastructure, Google Cloud Platform, Amazon Web Services, Cloud Platforms, Microsoft Azure, Virtual Machines, Virtual Networking, Cloud Storage, Data Store

    4.2
    Rating, 4.2 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 3 Months

  • P

    PepsiCo

    PepsiCo: Water Stewardship

    Skills you'll gain: Water Resources, Hydrology, Water Resource Management, Water Sustainability, Water Quality, Stormwater Management, Environment, Corporate Sustainability, Stakeholder Engagement, Natural Resource Management, Environment and Resource Management, Governance, Strategic Thinking, Public Works, Forecasting, Environmental Science, Environmental Engineering and Restoration, Quantitative Research, Environmental Monitoring, Supply Chain Management

    3.9
    Rating, 3.9 out of 5 stars
    ·
    10 reviews

    Beginner · Specialization · 3 - 6 Months

  • A

    Amazon Web Services

    DevOps and AI on AWS: CI/CD for Generative AI Applications

    Skills you'll gain: Infrastructure as Code (IaC), Amazon CloudWatch, CI/CD, AWS CloudFormation, Application Deployment, Continuous Deployment, Cloud Deployment, Amazon Web Services, Continuous Integration, Model Deployment, DevOps, Cloud Management, Generative AI, Cloud Applications, System Monitoring, Automation, Continuous Monitoring

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Cloud Computing and GCP Fundamentals

    Skills you'll gain: Cloud Computing, Cloud Hosting, Cloud Platforms, Hybrid Cloud Computing, Private Cloud, Data Security, DevOps

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Our Place in the Cosmos

    Skills you'll gain: Physical Science, Geographic Information Systems, Physics, Environmental Science, Spatial Analysis, Environment, General Science and Research, Remote Access Systems, Life Sciences, Laboratory Research, Biology, Research, Timelines, Systems Of Measurement

    4.2
    Rating, 4.2 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de Palermo

    Futuro del Trabajo

    Skills you'll gain: Team Leadership, Workforce Development, Telecommuting, Professional Development, Interpersonal Communications, Willingness To Learn, Lifelong Learning, Adaptability, Leadership, Human Resources, Virtual Teams, Professional Networking, Branding, Automation, Emerging Technologies, Remote Access Systems

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Estruturas de dados Python

    Skills you'll gain: File I/O, Data Structures, Data Processing, Data Analysis Software, Data Manipulation, Python Programming, Development Environment, Software Installation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 3 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Big Data Analysis with Scala and Spark (Scala 2 version)

    Skills you'll gain: Apache Spark, Scala Programming, Big Data, Data Manipulation, Distributed Computing, Data Processing, Performance Tuning, SQL, Data Persistence, Data Analysis, Programming Principles

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations and Reconnaissance Techniques

    Skills you'll gain: Penetration Testing, Vulnerability Scanning, Cyber Security Assessment, Vulnerability Assessments, MITRE ATT&CK Framework, Threat Detection, Infrastructure Security, Payment Card Industry (PCI) Data Security Standards, NIST 800-53, Network Analysis, General Data Protection Regulation (GDPR)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Getting There and Going Beyond: University of Colorado Boulder
  • Google Cloud Digital Leader Training 日本語版: Google Cloud
  • Fandom, Social Media, and Authenticity in the Digital Age: University of Colorado Boulder
  • Infrastructure Automation with Terraform: Whizlabs
  • PepsiCo: Water Stewardship: PepsiCo
  • DevOps and AI on AWS: CI/CD for Generative AI Applications: Amazon Web Services
  • Cloud Computing and GCP Fundamentals: LearnKartS
  • Our Place in the Cosmos: University of Colorado Boulder
  • Futuro del Trabajo: Universidad de Palermo
  • Estruturas de dados Python: University of Michigan

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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