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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


  • Status: Free Trial
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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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    Packt

    Microsoft Project for the Web - A Beginner's Guide

    Skills you'll gain: Project Coordination, Project Schedules, Timelines, Microsoft Outlook, Data Visualization

    Beginner · Course · 1 - 3 Months

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    Coursera

    Hexavalent Chromium: Regulations, Risks, and Sustainability

    Skills you'll gain: Occupational Safety And Health, Hazard Analysis, Chemistry, Safety Culture, Safety Training, Compliance Management, Environment Health And Safety, Mitigation, Environmental Regulations, Pollution Prevention, Risk Management, Water Quality, Personal protective equipment, Sustainable Technologies, Quality Assessment, Leadership, Program Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Hadoop Projects: Analyze & Optimize Big Data

    Skills you'll gain: Apache Hadoop, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Data Warehousing, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Business Intelligence

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Attention Mechanism - בעברית

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Large Language Modeling, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Hedge Accounting for Derivatives: Apply & Evaluate

    Skills you'll gain: Hedge Accounting, Derivatives, Financial Reporting, Financial Accounting, Generally Accepted Accounting Principles (GAAP), Risk Management, Accounting, Balance Sheet, Financial Statements, Cash Flows, Income Statement

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Finalizing the Windmill and Integrating with Unreal Engine 5

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Visualization (Computer Graphics), Animations, Computer Graphics, Video Game Development

    Advanced · Course · 1 - 3 Months

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    Packt

    The Redux Official Course Tutorial Code Along for All Levels

    Skills you'll gain: JavaScript Frameworks, Frontend Performance, Real Time Data

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    CSS: Design & Optimize Responsive Web Pages

    Skills you'll gain: Cascading Style Sheets (CSS), HTML and CSS, Responsive Web Design, Web Design, User Interface (UI), Animations, Browser Compatibility, Maintainability, Typography

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Optimizing Your Google Cloud Costs 日本語版

    Skills you'll gain: Google Cloud Platform, Cloud Management, Cost Management, Cloud Infrastructure, Serverless Computing, Expense Management, Budgeting, Cost Reduction, Virtual Machines, Query Languages, Resource Utilization, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Manipulation, Scikit Learn (Machine Learning Library), Data Transformation, Pandas (Python Package), NumPy

    Mixed · Course · 1 - 3 Months

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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, Feature Engineering, Data Processing, Data Modeling, DevOps, Cloud Storage, Data Storage, Scalability, Data Security

    Intermediate · Course · 1 - 4 Weeks

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

  • Wrangling Computing Environments: Using Docker for Research: Fred Hutchinson Cancer Center
  • Microsoft Project for the Web - A Beginner's Guide: Packt
  • Hexavalent Chromium: Regulations, Risks, and Sustainability: Coursera
  • Hadoop Projects: Analyze & Optimize Big Data: EDUCBA
  • Attention Mechanism - בעברית: Google Cloud
  • Hedge Accounting for Derivatives: Apply & Evaluate: EDUCBA
  • Finalizing the Windmill and Integrating with Unreal Engine 5: Packt
  • The Redux Official Course Tutorial Code Along for All Levels: Packt
  • CSS: Design & Optimize Responsive Web Pages: EDUCBA
  • Optimizing Your Google Cloud Costs 日本語版: 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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