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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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    University of Colorado Boulder

    Fractions for Primary Education with PhET Simulations

    Skills you'll gain: Education Software and Technology, Mathematics Education, Simulations, Collaborative Software

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Java Spring: Build a Shopping Cart App

    Skills you'll gain: Object-Relational Mapping, Hibernate (Java), Apache Maven, Model View Controller, Spring Framework, Relational Databases, Database Design, MySQL, Java, Full-Stack Web Development, Database Development, Authentications, Web Applications, Application Frameworks, Back-End Web Development, Data Validation, Data Modeling

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Advanced Apple Platform Security, Integrations, & Management

    Skills you'll gain: Apple Service Certification, Application Lifecycle Management, Endpoint Security, Cloud Deployment, Performance Testing, System Configuration, Test Planning, Information Privacy

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Regression & Logistic Models in Excel & Minitab

    Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Data Science Fundamentals Part 2: Unit 2

    Skills you'll gain: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Ethical Hacking - Capture the Flag Walkthroughs - v2

    Skills you'll gain: Technical Documentation, Brute-force attacks, Information Systems Security, Cybersecurity, Virtual Machines, Virtual Environment, Network Analysis

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    The Business of 3D Animation: Guide to Going Freelance

    Skills you'll gain: Invoicing, Animations, LinkedIn, Promotional Strategies, Marketing, Price Negotiation, Sales Presentation, Social Media Content, Professional Networking, Business Development

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    cPanel Basics: Configure, Manage & Optimize

    Skills you'll gain: Control Panels, Cloud Hosting, User Accounts, File Management, System Configuration, Web Servers, Content Management, Safety and Security, User Interface (UI)

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Intermediate JavaScript & Best Practices

    Skills you'll gain: Javascript, Frontend Performance, Scripting, Real Time Data, Browser Compatibility, Data Storage, HTML and CSS, Maintainability, Data Validation, Debugging

    Intermediate · Course · 3 - 6 Months

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    Packt

    Terraform Cloud - Automation, Workspaces, and Integration

    Skills you'll gain: Infrastructure as Code (IaC), Cloud Management, Amazon Web Services, Cloud Infrastructure, Multi-Tenant Cloud Environments, AWS Identity and Access Management (IAM), Continuous Deployment, GitHub, Configuration Management, Version Control, Data Validation

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Retail Strategy: Analyze, Design & Evaluate

    Skills you'll gain: Retail Store Operations, Competitive Analysis, Business Strategy, Organizational Strategy, Strategic Thinking, Market Analysis, Organizational Structure, Case Studies, Business Strategies, Strategic Planning, Sustainable Business, Market Share, Customer Analysis, Organizational Development, Talent Management, Strategic Decision-Making, Intellectual Property, Financial Analysis

    Mixed · Course · 1 - 4 Weeks

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    Simplilearn

    Kubernetes Training for Beginner

    Skills you'll gain: Cloud-Native Computing, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

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

  • Fractions for Primary Education with PhET Simulations: University of Colorado Boulder
  • Java Spring: Build a Shopping Cart App: EDUCBA
  • Advanced Apple Platform Security, Integrations, & Management: Packt
  • Regression & Logistic Models in Excel & Minitab: EDUCBA
  • Data Science Fundamentals Part 2: Unit 2: Pearson
  • Ethical Hacking - Capture the Flag Walkthroughs - v2: Packt
  • The Business of 3D Animation: Guide to Going Freelance: Skillshare
  • cPanel Basics: Configure, Manage & Optimize: EDUCBA
  • Intermediate JavaScript & Best Practices: Packt
  • Terraform Cloud - Automation, Workspaces, and Integration: 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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