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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


  • Status: Free Trial
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    EDUCBA

    Splunk Administration and Advanced Topics

    Skills you'll gain: Splunk, Data Modeling, Role-Based Access Control (RBAC), System Monitoring, Model Training, Incident Response, User Accounts, Machine Learning Methods, Security Information and Event Management (SIEM), Machine Learning Software, User Provisioning, Model Evaluation, Authorization (Computing), Event Monitoring, Systems Administration, Performance Tuning, Data Visualization, Threat Detection, Identity and Access Management, Security Management

    4.8
    Rating, 4.8 out of 5 stars
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    51 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Microsoft Azure: Cloud Solutions Mastery

    Skills you'll gain: Responsible AI, Azure Active Directory, Microsoft Azure, Platform As A Service (PaaS), Relational Databases, Cloud Applications, AI Personalization, Power BI, Performance Tuning, Cloud Hosting, Model Deployment, Anomaly Detection, Cloud Platforms, Cloud Services, .NET Framework, Cloud Management, Performance Analysis, Cloud Development, Azure DevOps, Big Data

    4.8
    Rating, 4.8 out of 5 stars
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    242 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    University of Michigan

    Defining AI for Social Impact

    Skills you'll gain: Social Impact, Artificial Intelligence, Research Reports, Socioeconomics, Environmental Monitoring

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Northwestern University

    Modern Robotics: Mechanics, Planning, and Control

    Skills you'll gain: Robotics, Machine Controls, Control Systems, Mathematical Modeling, Mathematical Software, Simulation and Simulation Software, Engineering, Mechanics, Mechanical Engineering, Applied Mathematics, Numerical Analysis, Simulations, Process Control, Virtual Environment, Torque (Physics), Graph Theory, Matlab, Algorithms, Engineering Calculations, Physics

    4.7
    Rating, 4.7 out of 5 stars
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    1.2K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    Universidad Nacional Autónoma de México

    Álgebra básica

    Skills you'll gain: Algebra, General Mathematics, Arithmetic, Applied Mathematics, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    3.7K reviews

    Mixed · Course · 1 - 3 Months

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    Universidad de Palermo

    Matemática Financiera - Cálculo de intereses e inflación

    Skills you'll gain: Loans, Business Mathematics, Finance, Consumer Lending, Arithmetic, Credit Risk, Financial Analysis, Financial Acumen, General Lending, Accruals, Payment Systems, Financial Planning, Applied Mathematics, Investments, Data Analysis, Calculus

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    H2O.ai

    The AI Lifecycle with the H2O.ai Platform

    Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Model Deployment, Generative Model Architectures, Generative AI Agents, Prompt Engineering, CrewAI, OpenAI, Responsible AI, LangGraph, Enterprise Architecture, Agentic Workflows, AI Security, Model Training, Feature Engineering, Model Evaluation, Agentic systems, Containerization

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Google Cloud

    Preparing for Google Cloud Certification: Cloud Engineer

    Skills you'll gain: Identity and Access Management, Kubernetes, Cloud Infrastructure, Application Performance Management, Google Cloud Platform, Cloud-Native Computing, Cloud Development, Infrastructure As A Service (IaaS), Infrastructure Architecture, Cloud Computing Architecture, Cloud Computing, Serverless Computing, Cloud Solutions, Virtual Machines, Terraform, Cloud Management, Dashboard Creation, Prompt Engineering, IT Infrastructure, Network Administration

    4.7
    Rating, 4.7 out of 5 stars
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    27K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    University of Michigan

    Personal and Professional Development

    Skills you'll gain: Relationship Building, Professional Networking, Brand Awareness, Relationship Management, Goal-Oriented, Growth Mindedness, Brand Management, Personal Development, Self-Motivation, Goal Setting, Organizational Leadership, Professional Development, Personal Attributes, Self-Awareness, Strategic Leadership, Team Building, Workforce Development, Value Propositions, Culture Transformation, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
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    3.1K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Google Cloud

    Computer Vision Fundamentals with Google Cloud

    Skills you'll gain: Model Optimization, Convolutional Neural Networks, Tensorflow, Model Training, Computer Vision, Image Analysis, Transfer Learning, Applied Machine Learning, Model Evaluation, Artificial Neural Networks, Fine-tuning, Deep Learning, Google Cloud Platform, Data Preprocessing, Classification Algorithms, Small Data, Cloud API

    4.6
    Rating, 4.6 out of 5 stars
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    549 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Job Skills
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    IBM

    IBM Systems Analyst

    Skills you'll gain: Process Modeling, Process Mapping, Business Process Modeling, Process Analysis, Business Analysis, Data Storytelling, Business Analysis Tools, Business Process Improvement, Feasibility Studies, Systems Analysis, Stakeholder Analysis, Process Optimization, Requirements Management, Business Systems Analysis, Systems Design, Communication Planning, Test Planning, Information Technology, Database Management, Agile Methodology

    4.7
    Rating, 4.7 out of 5 stars
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    4.9K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: New
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    Microsoft

    Microsoft Foundations of Cybersecurity, Networking, and Cloud Systems

    Skills you'll gain: Cryptography, Network Monitoring, Network Security, Distributed Denial-Of-Service (DDoS) Attacks, Computer Systems, Data Storage Technologies, Cybersecurity, Threat Detection, Security Controls, General Networking, Cloud Computing, Microsoft Azure, Active Directory, Encryption, Firewall, Operating Systems, Authentications, Authorization (Computing), General Data Protection Regulation (GDPR), Business Software

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Splunk Administration and Advanced Topics: EDUCBA
  • Microsoft Azure: Cloud Solutions Mastery: EDUCBA
  • Defining AI for Social Impact: University of Michigan
  • Modern Robotics: Mechanics, Planning, and Control: Northwestern University
  • Álgebra básica: Universidad Nacional Autónoma de México
  • Matemática Financiera - Cálculo de intereses e inflación: Universidad de Palermo
  • The AI Lifecycle with the H2O.ai Platform: H2O.ai
  • Preparing for Google Cloud Certification: Cloud Engineer: Google Cloud
  • Personal and Professional Development: University of Michigan
  • Computer Vision Fundamentals with Google Cloud: Google Cloud

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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