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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    EDUCBA

    Master Private Equity Basics: Analyze, Structure & Apply

    Skills you'll gain: Private Equity, Negotiation, Business Valuation, Investment Management, Mergers & Acquisitions, Financial Modeling, Due Diligence, Portfolio Management, Financial Analysis, Entrepreneurial Finance, Liquidation

    Mixed · Course · 1 - 4 Weeks

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    Skillshare

    How to Draw: A Beginner’s Guide Pt 3 – Drawing in Practice

    Skills you'll gain: Graphical Tools, Creativity

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Advanced Kubernetes - Security, and Large-Scale Deployments

    Skills you'll gain: Kubernetes, Google Cloud Platform, YAML, Cloud Deployment, Data Persistence, Containerization, Application Deployment, Configuration Management, MongoDB, Infrastructure Security, Network Security, Application Programming Interface (API), Scalability

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Linux Troubleshooting and System Recovery

    Skills you'll gain: Hardening, Linux Administration, System Monitoring, Linux Commands, Performance Tuning, Linux, Systems Administration, File Management, Network Troubleshooting, Unix Commands, Debugging, Service Management, User Accounts, OS Process Management

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    Rating, 4.5 out of 5 stars
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    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Essential Online Collaboration Skills

    Skills you'll gain: Virtual Teams, Meeting Facilitation, Team Motivation, Collaborative Software, Collaboration, Team Management, Team Leadership, Team Building, Telecommuting, Teamwork, Rapport Building, Team Performance Management, Conflict Management, Communication Strategies, Trustworthiness, Communication

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Advanced Guide to Adobe InDesign CC: Tables & Effects

    Skills you'll gain: Adobe InDesign, Layout Design, Graphic and Visual Design, Typography, Style Guides, Graphic Design, Technical Documentation, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Rust for Beginners: Building Target Proximity Game

    Skills you'll gain: Video Game Development, Game Design, Rust (Programming Language), Algorithms, Application Programming Interface (API), Programming Principles, Application Design, Data Structures, Software Development, Development Testing

    Beginner · Guided Project · Less Than 2 Hours

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    Starweaver

    Personal Investing for Working Professionals

    Skills you'll gain: Portfolio Management, Investment Management, Investments, Tax Planning, Wealth Management, Income Tax, Risk Management, Financial Planning, Asset Management, Financial Services, Finance, Equities, Decision Making, Planning

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Vertex AI Studio - Bahasa Indonesia

    Skills you'll gain: Google Gemini, Generative AI, Multimodal Prompts, Prompt Engineering, Interactive Design, Google Cloud Platform, Prototyping, MLOps (Machine Learning Operations), Product Lifecycle Management, Model Deployment, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    GenAI Foundations and AI Agents Development

    Skills you'll gain: Generative AI Agents, Generative Model Architectures, CrewAI, AI Orchestration, Generative AI, AI Workflows, Agentic systems, Prompt Patterns, Tool Calling, LLM Application, Model Deployment, Systems Architecture, Responsible AI, Context Management, Application Deployment, Collaboration, Data Integration, Job Evaluation, Logical Reasoning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Automatically Deploy Python Web Apps from Version Control to Cloud Run

    Skills you'll gain: Cloud Applications, Serverless Computing, Cloud Management, Cloud Development, Cloud Deployment, Cloud Computing, Application Deployment, CI/CD, Continuous Deployment, Google Cloud Platform, Application Development, Python Programming

    Beginner · Project · Less Than 2 Hours

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    EDUCBA

    Six Sigma Green Belt: Apply, Analyze & Improve

    Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Quality Management, Process Analysis, Process Improvement, Data-Driven Decision-Making, Business Process, Continuous Improvement Process, Team Oriented, Statistical Process Controls, Pareto Chart, Statistics, Statistical Methods, Root Cause Analysis

    Mixed · Course · 1 - 4 Weeks

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

  • Master Private Equity Basics: Analyze, Structure & Apply: EDUCBA
  • How to Draw: A Beginner’s Guide Pt 3 – Drawing in Practice: Skillshare
  • Advanced Kubernetes - Security, and Large-Scale Deployments: Packt
  • Advanced Linux Troubleshooting and System Recovery: Packt
  • Essential Online Collaboration Skills: Coursera
  • Advanced Guide to Adobe InDesign CC: Tables & Effects: Skillshare
  • Rust for Beginners: Building Target Proximity Game: Coursera
  • Personal Investing for Working Professionals : Starweaver
  • Introduction to Vertex AI Studio - Bahasa Indonesia: Google Cloud
  • GenAI Foundations and AI Agents Development: Starweaver

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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