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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: New
    New
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    Skillshare

    Geometry Nodes for Beginners in Blender

    Skills you'll gain: Network Model, 3D Assets, 3D Modeling, Visualization (Computer Graphics), Computer Graphics, Graphical Tools, Computer Graphic Techniques, Dataflow, Scalability, Debugging

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Microsoft

    Observability & Metrics

    Skills you'll gain: Site Reliability Engineering, Continuous Delivery, Azure DevOps Pipelines, DevOps, Grafana, Application Performance Management, CI/CD, Continuous Deployment, Performance Testing, DevSecOps, Event Monitoring, Test Tools, Solution Architecture, Operational Excellence, Dashboard Creation, Dashboard, Test Case, Performance Metric, Root Cause Analysis, Problem Management

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    A

    Amazon Web Services

    AI Fundamentals and the Cloud

    Skills you'll gain: Responsible AI, Amazon Bedrock, Data Ethics, AWS SageMaker, Amazon Web Services, MLOps (Machine Learning Operations), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, LLM Application, Large Language Modeling, AI Workflows, Machine Learning, No-Code Development

    4.5
    Rating, 4.5 out of 5 stars
    ·
    88 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of London

    Teaching EFL/ESL Reading: A Task Based Approach

    Skills you'll gain: Literacy, English Language, Language Learning, Vocabulary, Grammar

    4.7
    Rating, 4.7 out of 5 stars
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    662 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Microsoft

    Problem & Conflict Resolution

    Skills you'll gain: Mediation, Customer Complaint Resolution, Root Cause Analysis, Conflict Management, Discussion Facilitation, Solution Design, AI literacy, Professionalism, Service Improvement, Customer Service, Customer experience improvement, Quality Improvement, Problem Solving, Decision Intelligence, Service Recovery, AI Enablement, Customer Analysis, Customer Insights, Customer Success Management, Customer Engagement

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Microsoft

    Identity and Zero Trust Architecture

    Skills you'll gain: Zero Trust Network Access, Enterprise Architecture, Identity and Access Management, Role-Based Access Control (RBAC), Public Key Infrastructure, Azure Active Directory, Authorization (Computing), Authentications, Multi-Factor Authentication, Active Directory, IT Security Architecture, Security Controls, Microsoft Azure, AI Security, Key Management, Endpoint Detection and Response, Security Architecture Review, Endpoint Security, Compliance Management, Gap Analysis

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    Packt

    Natural Language Processing with Real-World Projects

    Skills you'll gain: Pandas (Python Package), Matplotlib, NumPy, Embeddings, Statistical Visualization, Machine Learning Algorithms, Natural Language Processing, Applied Machine Learning, Data Manipulation, Pivot Tables And Charts, Model Optimization, Machine Learning Methods, Linear Algebra, Text Mining, Classification Algorithms, Markov Model, Unsupervised Learning, Data Preprocessing, Dimensionality Reduction, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Johns Hopkins University

    Algebra: Elementary to Advanced - Functions & Applications

    Skills you'll gain: Mathematical Modeling, Graphing, Algebra, Applied Mathematics, Arithmetic

    4.8
    Rating, 4.8 out of 5 stars
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    197 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Generative AI: Impact, Considerations, and Ethical Issues

    Skills you'll gain: Responsible AI, Data Ethics, Generative Model Architectures, Generative AI, Business Ethics, AI literacy, Legal Risk, Socioeconomics, Ethical Standards And Conduct, Corporate Sustainability, Social Impact, Information Privacy, Accountability, Data Quality

    4.8
    Rating, 4.8 out of 5 stars
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    340 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Foundations of Linux Kernel Development

    Skills you'll gain: Linux Administration, System Programming, Linux, Embedded Software, Linux Servers, Linux Commands, System Software, System Configuration, Operating Systems, Debugging, Memory Management, Embedded Systems, Cross Platform Development, Open Source Technology, Secure Coding, Configuration Management, C (Programming Language), Hardening, Program Development, Development Environment

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    U

    Università Bocconi

    Arts and Heritage Management

    Skills you'll gain: Leadership and Management, Branding, Business Management, Brand Management, Brand Strategy, Brand Loyalty, Data Strategy, Fundraising, Data-Driven Decision-Making, Marketing, Consumer Behaviour, Customer experience strategy (CX), Customer Engagement, Value Propositions, Target Audience

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnKartS

    AWS AI Practitioner Certification Prep

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, Computer Vision, Model Optimization, Generative Model Architectures, Machine Learning Methods, AI Workflows, Machine Learning Algorithms, Applied Machine Learning, Artificial Intelligence, Model Training, Cloud Security, Amazon Elastic Compute Cloud, Risking, AI literacy, Embeddings, MLOps (Machine Learning Operations), Deep Learning, Data Wrangling

    4.3
    Rating, 4.3 out of 5 stars
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    14 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Geometry Nodes for Beginners in Blender: Skillshare
  • Observability & Metrics: Microsoft
  • AI Fundamentals and the Cloud: Amazon Web Services
  • Teaching EFL/ESL Reading: A Task Based Approach: University of London
  • Problem & Conflict Resolution: Microsoft
  • Identity and Zero Trust Architecture: Microsoft
  • Natural Language Processing with Real-World Projects: Packt
  • Algebra: Elementary to Advanced - Functions & Applications: Johns Hopkins University
  • Generative AI: Impact, Considerations, and Ethical Issues: IBM
  • Foundations of Linux Kernel Development: Packt

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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