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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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    Packt

    Intro to Ansible

    Skills you'll gain: Automation, Operating System Administration, Service Management

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Market Research Case Study: Apply & Analyze

    Skills you'll gain: Market Research, Market Analysis, Competitive Analysis, Business Research, Market Intelligence, Global Marketing, Business Strategy, Strategic Marketing, Target Market, Consumer Behaviour, Performance Measurement, Report Writing, Analysis, Financial Acumen

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    CompTIA Linux+ XK0-005: Unit 4

    Skills you'll gain: Linux Administration, Linux, Authorization (Computing), System Configuration, Network Routing, Network Troubleshooting, Network Administration, Network Analysis, Network Protocols, File Systems, Service Management, OS Process Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Features and Deployment

    Skills you'll gain: Leaflet (Software), React.js, Application Deployment, Application Development, Cloud Deployment, Web Development, Responsive Web Design, Interactive Design, User Interface (UI)

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Introduction to AJAX and Mini-Projects

    Skills you'll gain: Server Side, Web Applications, Javascript, JSON, Node.JS, PHP (Scripting Language), Restful API, Application Programming Interface (API), Extensible Markup Language (XML), Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

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    Red Hat

    Open Practices for your DevOps Journey

    Skills you'll gain: Digital Transformation, DevOps, Agile Product Development, Agile Methodology, Product Development, Team Building, Team Oriented, Meeting Facilitation, Technical Management, Continuous Improvement Process, Prioritization

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Kubernetes Case Studies: Deploy & Troubleshoot Apps

    Skills you'll gain: Kubernetes, Application Deployment, Prometheus (Software), Cloud-Native Computing, Docker (Software), DevOps, Containerization, Role-Based Access Control (RBAC), YAML, System Monitoring, Grafana, Command-Line Interface

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    AWS Developer: Unit 7

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Identity and Access Management, Amazon Web Services, Cloud Hosting, Cloud Infrastructure, Cloud Computing, Virtual Networking, Authentications, Cloud Applications, Authorization (Computing), Virtual Private Networks (VPN), User Accounts, Network Security

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Certified Kubernetes Application Developer (CKAD): Unit 5

    Skills you'll gain: Kubernetes, DevOps, YAML, Continuous Deployment, Application Programming Interface (API), Authorization (Computing), Application Deployment, Role-Based Access Control (RBAC), Application Security, Authentications, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Strategic Content Design: UX Research & Tools

    Skills you'll gain: Content Performance Analysis, Content Strategy, Stakeholder Communications, User Experience, UI/UX Strategy, User Experience Design, User Research, User Interface and User Experience (UI/UX) Design, Test Planning, Benchmarking, Data-Driven Decision-Making, Competitive Analysis, Writing, Editing

    Intermediate · Course · 1 - 3 Months

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    Packt

    Building Secure Automotive IoT Applications

    Skills you'll gain: Embedded Software, Application Security, Embedded Systems, Software Design, DevSecOps, Internet Of Things, Application Deployment, Systems Design, User Interface and User Experience (UI/UX) Design, System Design and Implementation, Cybersecurity, IT Security Architecture, Development Environment, Cyber Security Strategy, Design Strategies, Software Architecture, Functional Design, Functional Testing, Open Source Technology

    Beginner · Course · 3 - 6 Months

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    Pearson

    Data Science Fundamentals Part 2: Unit 1

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Box Plots, Data Analysis, Data Visualization, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Seaborn, Statistical Analysis, Correlation Analysis, Statistical Methods

    Beginner · Course · 1 - 4 Weeks

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

  • Intro to Ansible: Packt
  • Market Research Case Study: Apply & Analyze: EDUCBA
  • CompTIA Linux+ XK0-005: Unit 4: Pearson
  • Advanced Features and Deployment: Packt
  • Introduction to AJAX and Mini-Projects: Packt
  • Open Practices for your DevOps Journey: Red Hat
  • Kubernetes Case Studies: Deploy & Troubleshoot Apps: EDUCBA
  • AWS Developer: Unit 7: Pearson
  • Certified Kubernetes Application Developer (CKAD): Unit 5: Pearson
  • Strategic Content Design: UX Research & Tools: 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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