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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

    Hands-on DeepSeek

    Skills you'll gain: Deepseek, LangChain, Generative AI, LLM Application, Tool Calling, AI Workflows, AI Orchestration, Prompt Engineering, Automation, Data Integration, Cross Platform Development, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Express Framework Basics: Secure Signup with Auth0 & Node.js

    Skills you'll gain: Full-Stack Web Development, Node.JS, JavaScript Frameworks, Authentications, OAuth, Web Applications, Back-End Web Development, Server Side, Secure Coding, Web Development Tools, Application Servers, Database Management, Javascript, Databases, Cryptography, Data Storage Technologies, Middleware, Routing Protocols

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Master AWS DevOps: Automate, Deploy & Scale Efficiently

    Skills you'll gain: AWS CloudFormation, Amazon CloudWatch, Version Control, Infrastructure as Code (IaC), Serverless Computing, CI/CD, Scalability, Amazon Web Services, DevOps, Cloud Deployment, Cloud Computing Architecture, Amazon Elastic Compute Cloud, Application Deployment, Cloud Infrastructure, Software Development Life Cycle, Network Architecture, System Monitoring, Load Balancing

    Beginner · Course · 1 - 4 Weeks

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    Packt

    The Beginners Cyber Security Awareness Training Course

    Skills you'll gain: Computer Security Awareness Training, Security Awareness, Cyber Attacks, Email Security, Cybersecurity, Malware Protection, Human Factors (Security), Encryption, Threat Detection, Multi-Factor Authentication, Internet Of Things, Information Privacy, Network Security, Personally Identifiable Information, Authentications, Data Security, Mobile Security, Identity and Access Management

    Beginner · Course · 3 - 6 Months

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    Pontificia Universidad Católica del Perú

    Propedéutico: Fundamentos para Posgrado en Negocios

    Skills you'll gain: Writing, Statistical Methods, Business Mathematics, Business Writing, Financial Analysis, Learning Strategies, Finance, Productivity, Artificial Intelligence, Business Economics, Business, Goal Setting, Responsible AI, Critical Thinking

    Beginner · Course · 1 - 3 Months

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    Packt

    What's New in .NET and C#

    Skills you'll gain: Cross Platform Development, C# (Programming Language), .NET Framework, Microsoft Visual Studio, Performance Tuning, Microsoft Development Tools, Application Security, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Mastering Spring Boot 3.0

    Skills you'll gain: OAuth, Microservices, Spring Boot, Containerization, Apache Kafka, Software Testing, Data Store, Docker (Software), Kubernetes, Unit Testing, Authentications, Integration Testing, Software Architecture, Security Testing, Event-Driven Programming, Restful API, Software Design Patterns, Java Programming, Role-Based Access Control (RBAC), Java

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Trabalhar com Notebooks na Vertex AI

    Skills you'll gain: Jupyter, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Development Environment, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Scalable DevOps with CI/CD and Observability in the Cloud

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Cloud-Native Computing, Serverless Computing, Kubernetes, DevOps, Cloud Deployment, CI/CD, Scalability, Microservices, Application Deployment, Prometheus (Software), System Monitoring, Distributed Computing, Docker (Software), Grafana, GitHub

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI: Applying AI Principles with GC - Indonesia

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Google Cloud Platform, AI Product Strategy, Business Ethics, Governance, Ethical Standards And Conduct

    Beginner · Course · 1 - 3 Months

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    Packt

    PowerPoint Data Viz – Business Charting Techniques

    Skills you'll gain: Data Visualization, Microsoft PowerPoint, Data Storytelling, Microsoft Excel, Trend Analysis

    Intermediate · Course · 3 - 6 Months

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    Packt

    SwiftUI - Build Amazing Apps - With Much Less Code

    Skills you'll gain: Swift Programming, Mobile Development, Apple iOS, Apple Xcode, Application Development, UI Components, Data Persistence, User Interface (UI), Debugging, User Interface (UI) Design, Data Structures, Data Modeling, Animations

    Beginner · Course · 3 - 6 Months

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

  • Hands-on DeepSeek: Coursera
  • Express Framework Basics: Secure Signup with Auth0 & Node.js: Packt
  • Master AWS DevOps: Automate, Deploy & Scale Efficiently: EDUCBA
  • The Beginners Cyber Security Awareness Training Course: Packt
  • Propedéutico: Fundamentos para Posgrado en Negocios: Pontificia Universidad Católica del Perú
  • What's New in .NET and C#: Packt
  • Mastering Spring Boot 3.0: Packt
  • Trabalhar com Notebooks na Vertex AI: Google Cloud
  • Scalable DevOps with CI/CD and Observability in the Cloud: Packt
  • Responsible AI: Applying AI Principles with GC - Indonesia: 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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