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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

    Splunk Fundamentals: Analyze & Visualize Data

    Skills you'll gain: Splunk, Dashboard, Business Intelligence, Scatter Plots, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Graphing, Real Time Data, Trend Analysis, Event Monitoring, Transaction Processing, Anomaly Detection, System Configuration, Correlation Analysis, Statistical Analysis, Data Manipulation

    Mixed · Course · 1 - 3 Months

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    Packt

    Advanced JavaScript & Full-Stack Concepts

    Skills you'll gain: Webpack, JavaScript Frameworks, Full-Stack Web Development, JSON, Web Development Tools, HTML and CSS, Application Programming Interface (API), Javascript, Web Development, Web Applications, Browser Compatibility, Authentications

    Intermediate · Course · 1 - 3 Months

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    Pearson

    CompTIA Linux+ XK0-005: Unit 4

    Skills you'll gain: Linux Administration, Linux, Authorization (Computing), System Configuration, Network Routing, Network Troubleshooting, Network Administration, Network Analysis, Network Protocols, File Systems, Service Management, OS Process Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Career Transition Strategies - Moving into a New Industry

    Skills you'll gain: Constructive Feedback, Consulting, Planning, Business Relationship Management, AI Enablement, Strategic Decision-Making

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Intermediate Python Game Development with Pygame

    Skills you'll gain: Animation and Game Design, Animations, Video Game Development, User Interface (UI) Design, Computer Graphic Techniques, Visualization (Computer Graphics), Game Design, Python Programming, Computer Graphics, Image Analysis, Program Development, Peripheral Devices, Debugging

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Monitor an Apache Web Server using Ops Agent

    Skills you'll gain: Google Cloud Platform, Apache, Cloud Management, System Monitoring, Virtual Machines, Event Monitoring, Web Servers, Cloud Infrastructure

    Beginner · Project · Less Than 2 Hours

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    Packt

    Cloud Security Essentials: AWS, Azure, GCP Protection

    Skills you'll gain: Cloud Security, Encryption, Network Security, Cloud Platforms, AI Security, Identity and Access Management, DevSecOps, Cloud Computing, Cloud Infrastructure, Infrastructure Security, Zero Trust Network Access, IT Security Architecture, Amazon S3, Data Security, Multi-Cloud, Data Storage, AWS Identity and Access Management (IAM), Microsoft Azure, Cloud Storage, Data Encryption Standard

    Beginner · Course · 3 - 6 Months

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    Fred Hutchinson Cancer Center

    Wrangling Computing Environments: Using Docker for Research

    Skills you'll gain: CI/CD, Continuous Integration, Containerization, Docker (Software), Development Environment, Continuous Deployment, Devops Tools, Bioinformatics, Software Development, Biomedical Technology, Debugging, Software Versioning

    Intermediate · Course · 1 - 3 Months

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    Pearson

    AWS Developer: Unit 8

    Skills you'll gain: Amazon S3, Amazon Web Services, Amazon DynamoDB, Data Storage, Command-Line Interface, Cloud Storage, Database Management, NoSQL, Databases, Database Administration, Relational Databases, Network Routing

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Monitoring, Security, and High Availability in Vault

    Skills you'll gain: Disaster Recovery, System Monitoring, Kubernetes, DevSecOps, DevOps, Continuous Monitoring, Application Security, Hardening, Key Management, Encryption, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    MLOps with Vertex AI: Manage Features - Português Brasileiro

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Modeling, Data Storage, Data Processing, DevOps, Data Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - Bahasa Indonesia

    Skills you'll gain: Google Gemini, Generative AI, Customer Relationship Management, AI Workflows, Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Big Data, SQL, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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

  • Splunk Fundamentals: Analyze & Visualize Data: EDUCBA
  • Advanced JavaScript & Full-Stack Concepts: Packt
  • CompTIA Linux+ XK0-005: Unit 4: Pearson
  • Career Transition Strategies - Moving into a New Industry: Packt
  • Intermediate Python Game Development with Pygame: EDUCBA
  • Monitor an Apache Web Server using Ops Agent: Google Cloud
  • Cloud Security Essentials: AWS, Azure, GCP Protection: Packt
  • Wrangling Computing Environments: Using Docker for Research: Fred Hutchinson Cancer Center
  • AWS Developer: Unit 8: Pearson
  • Monitoring, Security, and High Availability in Vault: 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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