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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


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    EDUCBA

    Analyze Investment Banking & Financial Market Systems

    Skills you'll gain: Investments, Financial Analysis, Economic Development, Market Analysis, Securities Trading, Asset Management, Mergers & Acquisitions, Underwriting

    Beginner · Course · 1 - 4 Weeks

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    University of London

    Global Diplomacy: the United Nations in the World

    Skills you'll gain: Diplomacy, International Relations, Crisis Intervention, Sustainable Development, Political Sciences, Public Policies, Social Justice, Governance, Advocacy, Policy Analysis, Human Development, World History, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Understanding Open AI Workspaces

    Skills you'll gain: Generative AI, Cloud Computing, Cloud API, API Design, Python Programming, Data Persistence

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Critical Infrastructure Security

    Skills you'll gain: Infrastructure Security, Vulnerability Management, Vulnerability Assessments, Incident Response, Cyber Threat Intelligence, Cybersecurity, Cyber Security Assessment, Distributed Denial-Of-Service (DDoS) Attacks, Cyber Security Strategy, Cyber Attacks, Cyber Threat Hunting, Network Security, Cyber Security Policies, Intrusion Detection and Prevention, Threat Detection, Malware Protection, Internet Of Things

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Build a Construction Website Using WordPress

    Skills you'll gain: WordPress, Web Design, Web Design and Development, Usability, Content Management Systems, Web Development, Performance Tuning, Project Design, Application Deployment, PHP (Scripting Language), Software Installation, Apache, Responsive Web Design, Development Environment, Web Development Tools, MySQL

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Deploying Open Models

    Skills you'll gain: Model Deployment, Docker (Software), Containerization, Cloud Deployment, MLOps (Machine Learning Operations), Hugging Face, Generative AI, Cloud Computing Architecture, Serverless Computing, Cloud Technologies, AWS SageMaker, System Monitoring, Release Management, Application Security, Infrastructure Security, Application Performance Management, Version Control

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Computer Vision

    Skills you'll gain: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    70 reviews

    Intermediate · Specialization · 1 - 3 Months

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    University of Washington

    Data Science at Scale

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Data Ethics, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Dataflow, Data Visualization Software, Databases, Statistical Machine Learning, Model Evaluation, Predictive Analytics, R Programming, Data Analysis, SQL, Predictive Modeling, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    923 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Analyze and Apply Core Marketing Concepts for Beginners

    Skills you'll gain: Marketing, Marketing Planning, Marketing Management, Strategic Marketing, Market Analysis, Marketing Strategies, Business Marketing, Consumer Behaviour, Digital Marketing, Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    ChatGPT - Foundations

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Process Improvement and Fix Failures

    Skills you'll gain: Process Improvement, Performance Improvement, Continuous Improvement Process, Process Analysis, Case Studies, Corrective and Preventive Action (CAPA), Problem Management, Root Cause Analysis, Document Management

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    Managing Projects with AI

    Skills you'll gain: AI Product Strategy, Project Management Software, Responsible AI, Project Risk Management, AI Enablement, Project Management, Project Portfolio Management, Project Management Life Cycle, Risk Analysis, Project Management Office (PMO), Project Implementation, Resource Allocation, Timelines, Project Scoping, Artificial Intelligence and Machine Learning (AI/ML), Project Performance, Project Accounting, Predictive Modeling, Generative AI Agents, Generative AI

    Intermediate · Course · 1 - 3 Months

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

  • Analyze Investment Banking & Financial Market Systems: EDUCBA
  • Global Diplomacy: the United Nations in the World: University of London
  • Understanding Open AI Workspaces: Coursera
  • Critical Infrastructure Security: Packt
  • Build a Construction Website Using WordPress: EDUCBA
  • Deploying Open Models: Coursera
  • Computer Vision: University of Colorado Boulder
  • Data Science at Scale: University of Washington
  • Analyze and Apply Core Marketing Concepts for Beginners: EDUCBA
  • ChatGPT - Foundations: 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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