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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

    NumPy & Pandas: Analyze & Manage Retail Data

    Skills you'll gain: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Unix Performance, Signals, and System Internals

    Skills you'll gain: Unix, Unix Commands, Shell Script, Bash (Scripting Language), Operating System Administration, Linux, File Systems, Operating Systems, Command-Line Interface, Performance Tuning, System Monitoring, System Programming, File Management, OS Process Management, System Configuration

    4.8
    Rating, 4.8 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Computer Programming for Absolute Beginners

    Skills you'll gain: Programming Principles, Debugging, Computer Programming, Application Design, Computer Science, Maintainability, Object Oriented Programming (OOP), Software Development, Data Management, Algorithms, Software Architecture

    Beginner · Course · 3 - 6 Months

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    Fred Hutchinson Cancer Center

    Data Management and Sharing for NIH Proposals

    Skills you'll gain: Grant Writing, Data Sharing, Grant Applications, Data Storage, Data Management, Health Policy, Technical Writing, Health Care Procedure and Regulation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Cloud Management and AWS Fundamentals

    Skills you'll gain: AWS Identity and Access Management (IAM), Identity and Access Management, Cloud Deployment, Amazon Web Services, Cloud Management, Cloud Computing, User Accounts, Cloud Infrastructure, Account Management, Public Cloud, Servers, Linux Servers, Cloud Security, Docker (Software), Billing, Market Share, Scalability

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh

    Skills you'll gain: Cloud Computing, Model Deployment, Cloud Deployment, Istio, Tensorflow, Google Cloud Platform, MLOps (Machine Learning Operations), Kubernetes, Continuous Deployment, Microservices, Load Balancing

    Intermediate · Project · Less Than 2 Hours

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    LearnQuest

    Security Administration with Cisco Defense Orchestrator

    Skills you'll gain: General Networking, Network Architecture, Cybersecurity, Computer Networking, Network Security, Threat Detection, Network Routers, Security Controls, Cyber Attacks, Network Switches, Diagram Design, Firewall, Security Strategy

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Unreal Engine: Master UMG, AI & Blueprints

    Skills you'll gain: User Interface (UI), Interactive Design, User Interface and User Experience (UI/UX) Design, Unreal Engine, Game Design, Artificial Intelligence, Scripting, Video Game Development, Data Structures, Debugging

    Mixed · Course · 1 - 3 Months

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    Skillshare

    Affinity Photo: Beyond the Basics – Masking & Color

    Skills you'll gain: Photo Editing, Color Theory, Image Quality, Editing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Oracle Performance: Exadata, Enterprise Manager Mastery

    Skills you'll gain: Oracle Databases, Operational Databases, Scalability, Database Management, Performance Tuning, Database Management Systems, Database Architecture and Administration, System Monitoring

    Advanced · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - 한국어

    Skills you'll gain: Responsible AI, Model Evaluation, Artificial Intelligence, Applied Machine Learning, Data Analysis, Data Visualization Software, Machine Learning, Technical Documentation

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Mastering Adobe Photoshop CC: Neon, Duotone & Posters

    Skills you'll gain: Adobe Photoshop, Layout Design, Photo Editing, Graphic and Visual Design, Creative Design, Typography, Color Theory

    Intermediate · Course · 1 - 4 Weeks

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

  • NumPy & Pandas: Analyze & Manage Retail Data: EDUCBA
  • Unix Performance, Signals, and System Internals: EDUCBA
  • Computer Programming for Absolute Beginners: Packt
  • Data Management and Sharing for NIH Proposals: Fred Hutchinson Cancer Center
  • Advanced Cloud Management and AWS Fundamentals: Packt
  • Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh: Google Cloud
  • Security Administration with Cisco Defense Orchestrator: LearnQuest
  • Unreal Engine: Master UMG, AI & Blueprints: EDUCBA
  • Affinity Photo: Beyond the Basics – Masking & Color: Skillshare
  • Oracle Performance: Exadata, Enterprise Manager Mastery: Coursera

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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