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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

    Power BI Essentials and Advanced Techniques

    Skills you'll gain: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Transformation, Data Manipulation, Data Processing, Big Data, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Integration, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Agentic AI Protocols (MCP, A2A, ACP)

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Plug Into The Future - EV Charging Essentials

    Skills you'll gain: Energy and Utilities, Electrical Systems, Electric Power Systems, Electrical Power, Infrastructure Architecture, Electrical Equipment, Network Planning And Design, Interoperability, Scalability

    4.2
    Rating, 4.2 out of 5 stars
    ·
    31 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

  • 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

  • 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

  • C

    Coursera

    Implementando modelo Computer Vision en Amazon Sagemaker

    Skills you'll gain: Model Deployment, Amazon Web Services, Cloud Deployment, Computer Vision, Cloud Computing, Application Deployment, Machine Learning

    Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Lean Manufacturing & Robotics for Flexible Systems

    Skills you'll gain: Lean Manufacturing, Lean Methodologies, Continuous Improvement Process, Industrial Engineering, Operational Efficiency, Quality Improvement, Manufacturing Operations, Process Improvement, Emerging Technologies, Manufacturing Processes, Robotics, Automation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Stanford University

    Teaching LGBTQ+ Health

    Skills you'll gain: Patient Education And Counseling, Health Disparities, Teaching, Instructional Strategies, Health Equity, Instructing, Health Education, Education and Training, Social Determinants Of Health, Health Care, Health Assessment, Community Health, Interactive Learning, Behavioral Health, Healthcare Industry Knowledge, Patient Communication, Cultural Responsiveness, Medical Terminology, Diversity Equity and Inclusion Initiatives

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The State University of New York

    Career Self-Management Advanced Certification

    Skills you'll gain: Strategic Communication, Professional Development, Employee Coaching, Collaboration, Personal Development, Lifelong Learning, Smart Goals, Social Media Content, Coaching, Self-Awareness, Brand Management, Digital Assets, Goal Setting, Branding, LinkedIn, Promotional Strategies, Marketing Strategies, Constructive Feedback, Investigation, Business Research

    4.2
    Rating, 4.2 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    NVIDIA: Prompt Engineering and Data Analysis

    Skills you'll gain: Prompt Engineering, Plot (Graphics), Data Visualization, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Data Visualization Software, Data Analysis, Natural Language Processing

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Power BI Essentials and Advanced Techniques: Packt
  • Agentic AI Protocols (MCP, A2A, ACP): Coursera
  • Plug Into The Future - EV Charging Essentials: Coursera
  • Infrastructure Automation with Terraform: Whizlabs
  • Google Cloud Digital Leader Training 日本語版: Google Cloud
  • Fandom, Social Media, and Authenticity in the Digital Age: University of Colorado Boulder
  • DevOps and AI on AWS: CI/CD for Generative AI Applications: Amazon Web Services
  • Implementando modelo Computer Vision en Amazon Sagemaker: Coursera
  • Lean Manufacturing & Robotics for Flexible Systems: Coursera
  • Teaching LGBTQ+ Health: Stanford 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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