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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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    Scrimba

    React Beginner Project: Build a Color Picker Tool

    Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), HTML and CSS, Javascript, Web Applications, Front-End Web Development, Program Development, Programming Principles, Computer Programming, Web Development, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Image Generation - 日本語版

    Skills you'll gain: Generative AI, Model Deployment, Generative Model Architectures, Model Training, Unsupervised Learning, Physics

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Work with Gemini Models in BigQuery - 日本語版

    Skills you'll gain: Gemini, Google Gemini, Customer Relationship Management, Google Cloud Platform, Generative AI, Large Language Modeling, Applied Machine Learning, Predictive Modeling, Artificial Intelligence, Query Languages

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    PowerPoint Data Viz – Business Charting Techniques

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

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Deploy and Optimize Cloud AI Architectures

    Skills you'll gain: Model Optimization, Cloud Computing Architecture, Cloud Management, Model Training, Cloud Infrastructure, Distributed Computing, Data Pipelines, Managed Services, Cost Management, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Cisco CCT Routing and Switching (100-490)

    Skills you'll gain: Network Troubleshooting, General Networking, OSI Models, Network Protocols, Network Support, Networking Hardware, TCP/IP, Microsoft Windows, Network Routers, Network Switches, Network Administration, Local Area Networks, Computer Networking, Technical Support and Services, Network Model, Computer Hardware, System Configuration, Command-Line Interface, iOS Development, Memory Management

    Beginner · Course · 1 - 4 Weeks

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    SkillUp

    Data Privacy and Protection for Healthcare

    Skills you'll gain: Health Insurance Portability And Accountability Act (HIPAA) Compliance, General Data Protection Regulation (GDPR), Medical Privacy, Regulatory Compliance, Data Ethics, Vulnerability Management, Incident Response, Information Privacy, Vulnerability Assessments, Health Information Management, Data Security, Computer Security Incident Management, Data Loss Prevention, Health Informatics, Data Presentation, Data Analysis, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Literacy

    Intermediate · Specialization · 1 - 3 Months

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    Skillshare

    Cinematic Lighting in Maya: Fundamentals & Scene Setup

    Skills you'll gain: Post-Production, Autodesk Maya, Photo Editing, Computer Graphics, Cinematography, Photography, Visual Storytelling, Visualization (Computer Graphics), Adobe Photoshop, Computer Graphic Techniques, Image Quality, Storytelling

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Python Programming Essentials

    Skills you'll gain: Data Structures, Programming Principles, IT Automation, File I/O, Python Programming, Code Reusability, Development Environment, Scripting, Computational Logic, Program Development, Computer Programming, Virtual Environment, Debugging, Problem Solving

    Beginner · Course · 1 - 4 Weeks

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    Whizlabs

    Extend Microsoft Power Platform with Seamless Integrations

    Skills you'll gain: Microsoft Power Platform, Data Analysis Expressions (DAX), Power BI, Microsoft Azure, Microsoft Power Automate/Flow, Dashboard, Dashboard Creation, Workflow Management, Data Integration, Cloud-Based Integration, Data Modeling, Data Synthesis, Business Workflow Analysis, Interactive Data Visualization, Multi-Tenant Cloud Environments, Enterprise Application Management, Data Visualization Software, Postman API Platform, Computing Platforms, Dataflow

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Evaluate LLMs: Test and Prove Significance

    Skills you'll gain: Statistical Visualization, Model Evaluation, Data Presentation, Scientific Visualization, Statistical Hypothesis Testing, Model Deployment, Statistical Analysis, Statistical Software, Data Storytelling, Large Language Modeling, Statistical Methods, Data-Driven Decision-Making, Statistical Programming, Matplotlib, Statistical Inference, Statistics, Experimentation, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Read GA4 Traffic

    Skills you'll gain: Google Analytics, Web Analytics, Web Analytics and SEO, Marketing Analytics, Digital Analysis, Data-Driven Marketing, Case Studies, Data Literacy, Statistical Reporting, Key Performance Indicators (KPIs), Data Presentation, Data-Driven Decision-Making, Business Metrics, Stakeholder Communications, Report Writing, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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

  • React Beginner Project: Build a Color Picker Tool: Scrimba
  • Introduction to Image Generation - 日本語版: Google Cloud
  • Work with Gemini Models in BigQuery - 日本語版: Google Cloud
  • PowerPoint Data Viz – Business Charting Techniques: Packt
  • Deploy and Optimize Cloud AI Architectures: Coursera
  • Cisco CCT Routing and Switching (100-490): Packt
  • Data Privacy and Protection for Healthcare: SkillUp
  • Cinematic Lighting in Maya: Fundamentals & Scene Setup: Skillshare
  • Python Programming Essentials: Packt
  • Extend Microsoft Power Platform with Seamless Integrations: Whizlabs

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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