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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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    Coursera

    Optimize Vision Datasets: Augment and Analyze

    Skills you'll gain: Transfer Learning, Model Training, Model Optimization, Image Quality, Computer Vision, Image Analysis, Data Pipelines, Data Transformation, Data Manipulation, Exploratory Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Johns Hopkins University

    Foundations of Distributed Database Systems

    Skills you'll gain: Distributed Computing, Scalability, Database Design, Database Management Systems, Database Systems, Database Theory, Database Architecture and Administration, Database Management, Relational Databases, SQL, Query Languages, Performance Tuning, Data Integrity

    3.3
    Rating, 3.3 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Post-Quantum Cryptography Foundations

    Skills you'll gain: Key Management, Cryptography, Cryptographic Protocols, Advanced Encryption Standard (AES), Cybersecurity, IT Security Architecture, Public Key Infrastructure, Public Key Cryptography Standards (PKCS), Encryption, Cyber Security Policies, Network Security, Computer Security, Quantum computing, NIST 800-53, Information Privacy, Security Management, Risk Management, Network Protocols, Negotiation, Communication

    Beginner · Course · 1 - 4 Weeks

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    Tufts University

    Hypothesis Testing with Python and Excel

    Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Data Analysis Software, Sampling (Statistics), Analytical Skills, Spreadsheet Software, Statistics, Business Analytics, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
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    24 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Testing and Advanced REST with Spring Boot

    Skills you'll gain: JUnit, Apache Maven, Unit Testing, Spring Framework, Spring Boot, Restful API, API Testing, Software Testing, Test Case, Application Programming Interface (API), Gradle, Build Tools, Software Development Tools, Integration Testing, Application Frameworks, Authentications

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Build and Analyze a Node.js Website

    Skills you'll gain: Hypertext Markup Language (HTML), Web Servers, Software Testing, Code Reusability, Web Design and Development, Web Development Tools, File Management, Full-Stack Web Development, Program Development, Frontend Integration, Cascading Style Sheets (CSS), Software Installation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    GenAI in Litigation and Dispute Resolution

    Skills you'll gain: Responsible AI, Legal Technology, Arbitration, Legal Research, AI literacy, Litigation Support, Client Services, Mediation, Legal Strategy, Generative AI, Litigation and Civil Justice, Legal Support, AI Integrations, LLM Application, AI Workflows, Document Management, Automation

    4
    Rating, 4 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Financial Reporting & Performance Metrics

    Skills you'll gain: Variance Analysis, Performance Measurement, Performance Reporting, Management Reporting, Budgeting, Financial Data, Performance Analysis, Financial Reporting, Business Metrics, Financial Analysis, Management Accounting, Cost Control, Cost Accounting, Performance Metric, Profit and Loss (P&L) Management, Operational Performance Management, Key Performance Indicators (KPIs), Customer Analysis, Operating Budget, Finance

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Advanced DevOps Tools and Practices

    Skills you'll gain: Devops Tools, Containerization, Docker (Software), Kubernetes, Prometheus (Software), Continuous Integration, DevOps, CI/CD, Jenkins, Application Deployment, Grafana, Continuous Deployment, Continuous Delivery, Configuration Management, System Monitoring

    3.8
    Rating, 3.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Board Infinity

    Inside BFSI: Structure, Challenges, and Technology

    Skills you'll gain: Financial Services, Bank Regulations, Financial Regulation, Banking, Regulatory Compliance, Customer experience strategy (CX), Market Intelligence, FinTech, Financial Systems, Risk Management Framework, Risk Management, Digital Transformation, Market Opportunities, Fraud detection, Compliance Management, Environmental Social And Corporate Governance (ESG), Financial Market, Cybersecurity, AI Enablement, Emerging Technologies

    4.6
    Rating, 4.6 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Google Cloud

    Google Cloud Digital Leader - Français

    Skills you'll gain: Cloud Management, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Serverless Computing, Site Reliability Engineering, Containerization, Application Programming Interface (API), Google Cloud Platform, Cloud Solutions, Digital Transformation, Real Time Data, Cloud Infrastructure, Hybrid Cloud Computing, Business Transformation, Cloud Services, Cost Management, Data Governance, Cloud Platforms, Data Security

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Coursera

    Create a Digital Wireframe with Figma

    Skills you'll gain: Wireframing, Figma (Design Software), Design Reviews, Collaborative Software, Design Software, Digital Design

    4.7
    Rating, 4.7 out of 5 stars
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    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Optimize Vision Datasets: Augment and Analyze: Coursera
  • Foundations of Distributed Database Systems: Johns Hopkins University
  • Post-Quantum Cryptography Foundations: Edureka
  • Hypothesis Testing with Python and Excel: Tufts University
  • Testing and Advanced REST with Spring Boot: Packt
  • Build and Analyze a Node.js Website: EDUCBA
  • GenAI in Litigation and Dispute Resolution: Coursera
  • Master Financial Reporting & Performance Metrics: EDUCBA
  • Advanced DevOps Tools and Practices: Packt
  • Inside BFSI: Structure, Challenges, and Technology: Board Infinity

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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