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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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    Coursera

    Deploy & Evaluate Vision Models Effectively

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Performance Metric, Performance Measurement, Failure Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    ENARSI (300-410) v1.1 Video Training Series

    Skills you'll gain: Routing Protocols, Network Monitoring, Network Performance Management, Virtual Private Networks (VPN), Open Shortest Path First (OSPF), Network Routing, Network Troubleshooting, Network Security, Border Gateway Protocol, Network Protocols, Network Engineering, Multiprotocol Label Switching, Network Infrastructure, Wide Area Networks, Virtual Networking, Authentications, Authorization (Computing)

    Intermediate · Course · 3 - 6 Months

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    Packt

    JavaScript Mastery – Zero to Hero for Interviews

    Skills you'll gain: Data Structures, Algorithms, Javascript, Code Reusability, Programming Principles, Development Environment, Integrated Development Environments, Computer Programming, Application Programming Interface (API), Debugging, Hypertext Markup Language (HTML), HTML and CSS, Theoretical Computer Science, Computational Thinking, Performance Tuning, Data Management, Cascading Style Sheets (CSS)

    Beginner · Specialization · 1 - 3 Months

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    Board Infinity

    Prepare for CFA Level 1: Equity Investments and Valuation

    Skills you'll gain: Equities, Financial Market, Competitive Analysis, Capital Markets, Financial Trading, Investments, Business Valuation, Market Analysis, Financial Modeling, Business Strategies, Securities Trading, Financial Analysis, Investment Management, Finance, Market Dynamics, Portfolio Management, Benchmarking, Financial Forecasting

    Beginner · Course · 1 - 3 Months

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    Niel Asher Education

    Olympic Lifting Fundamentals for Strength and Power

    Skills you'll gain: Lifting Ability, Coaching, Coordination, Train The Trainer, Athletic Training, Safety Training, Injury Prevention, Mechanics, Three-Phase

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Scaling E-Commerce with Kubernetes: Deploy Web Apps

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, DevOps, Application Deployment, Scalability, YAML, Capacity Management, Disaster Recovery, Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

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    Starweaver

    AI in Clinical Decision Support & Diagnostics

    Skills you'll gain: Health Technology, Clinical Informatics, Healthcare Ethics, Clinical Documentation, Medical Imaging, Radiology, Diagnostic Radiology, AI literacy, Clinical Nursing, Data Ethics, Responsible AI, Clinical Research, Health Informatics, AI Personalization, Decision Support Systems, Risking, Nursing Practices, X-Ray Computed Tomography, Predictive Analytics, Image Analysis

    Intermediate · Course · 1 - 3 Months

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    Packt

    The Docker Masterclass for Beginners

    Skills you'll gain: Docker (Software), CI/CD, Containerization, Development Environment, Continuous Deployment, Continuous Integration, Devops Tools, Application Deployment, Linux, Linux Commands, Data Persistence, File Systems, Command-Line Interface, Data Sharing, Software Installation

    Beginner · Course · 1 - 3 Months

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    Simplilearn

    Foundations of Agile and Core Frameworks Training

    Skills you'll gain: Scaled Agile Framework, Agile Project Management, Agile Software Development, Agile Methodology, Scrum (Software Development), Kanban Principles, Lean Methodologies, Business Transformation, Organizational Change, Waterfall Methodology, Scope Management, Process Mapping, Continuous Improvement Process, Prioritization, Requirements Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Python Techniques for Data Science & AI

    Skills you'll gain: Plotly, Pandas (Python Package), Plot (Graphics), Interactive Data Visualization, Data Visualization, Data Analysis, Data Visualization Software, Restful API, Application Programming Interface (API), Python Programming, Data Manipulation, Data Validation, Context Management

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Preparing Text for AI Models

    Skills you'll gain: Data Ethics, Data Validation, Generative AI, Prompt Engineering, Data Cleansing, Data Quality, Data Preprocessing, Large Language Modeling, Text Mining, Data Processing, Hugging Face, Data Collection, Token Optimization, Unstructured Data, Fine-tuning, Data Transformation, Data Pipelines, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Alex Genadinik

    Innovative And Disruptive Thinking For Market Disruption

    Skills you'll gain: Innovation, Thought Leadership, Creative Thinking, Visionary, Ideation, Open Mindset, Entrepreneurship, Creativity, Growth Mindedness, Business Technologies, Continuous Improvement Process, Business Risk Management

    Mixed · Course · 1 - 3 Months

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

  • Deploy & Evaluate Vision Models Effectively: Coursera
  • ENARSI (300-410) v1.1 Video Training Series: Packt
  • JavaScript Mastery – Zero to Hero for Interviews: Packt
  • Prepare for CFA Level 1: Equity Investments and Valuation: Board Infinity
  • Olympic Lifting Fundamentals for Strength and Power: Niel Asher Education
  • Scaling E-Commerce with Kubernetes: Deploy Web Apps: Coursera
  • AI in Clinical Decision Support & Diagnostics: Starweaver
  • The Docker Masterclass for Beginners: Packt
  • Foundations of Agile and Core Frameworks Training : Simplilearn
  • Advanced Python Techniques for Data Science & AI: 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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