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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    Creo Incubator

    Well-being for Entrepreneurs

    Skills you'll gain: Stress Management, Personal Development, Resilience, Personal Attributes, Self-Awareness, Productivity, Mindfulness, Health And Wellness Coaching, Mental Health, Professional Development, Growth Mindedness, Self-Motivation, Behavioral Health, Time Management, Goal Setting

    Beginner · Course · 1 - 3 Months

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    Pearson

    Certified Kubernetes Application Developer (CKAD): Unit 6

    Skills you'll gain: Kubernetes, Network Troubleshooting, Authentications, Debugging, Event Monitoring, System Monitoring, Application Deployment, API Design, Application Programming Interface (API), Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Sales Coaching and Team Enablement for the Digital Era

    Skills you'll gain: Sales Enablement, Personal Development, Empowerment, Employee Coaching, Coaching, Knowledge Transfer, Sales Management, Agile Methodology, Team Building, Self-Awareness, Sales Training, Collaboration, Diversity Awareness, Cultural Sensitivity, Virtual Teams, Resilience, Team Motivation, Sales, People Development, AI Enablement

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Automate Cloud Costs & Governance

    Skills you'll gain: Cloud Management, Compliance Management, Infrastructure as Code (IaC), Terraform, Multi-Tenant Cloud Environments, Cloud Security, Cost Control, Automation, Amazon Web Services, Governance, Compliance Auditing, Cost Management, Scripting, Data-Driven Decision-Making, Analysis

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Unreal Engine Blueprints – AI & Game System Architecture

    Skills you'll gain: Unreal Engine, User Interface (UI), Data Persistence, Video Game Development, Game Design, Interactive Design, User Interface (UI) Design, Human Machine Interfaces, Animation and Game Design, System Testing, Development Testing, Artificial Intelligence, Debugging

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Version Control Essentials: Coding with Git & GitHub

    Skills you'll gain: Software Versioning, Release Management, Open Source Technology, Software Installation, Configuration Management, Code Review, File Management, System Configuration

    Beginner · Course · 3 - 6 Months

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    Coursera

    AppDynamics Monitoring

    Skills you'll gain: MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Model Deployment, Model Evaluation, Continuous Monitoring, Performance Tuning, Process Optimization, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Root Cause Analysis, Performance Metric, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Cybersecurity with Python: Beginner to Advanced

    Skills you'll gain: File I/O, Cryptography, User Accounts

    Intermediate · Course · 3 - 6 Months

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    Packt

    Advanced Rust – Lifetimes, Iterators, Testing & Randomness

    Skills you'll gain: Test Data

    Advanced · Course · 1 - 3 Months

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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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    Packt

    Configuring and Managing Security Operations in Azure

    Skills you'll gain: Vulnerability Scanning, Microsoft Azure, Vulnerability Assessments, Cloud Security, Continuous Monitoring, Key Management, System Monitoring, Security Controls, Security Information and Event Management (SIEM), Incident Response, Security Management, Hybrid Cloud Computing, Multi-Cloud, Incident Management, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Deploy Resilient AI Microservices with LangChain

    Skills you'll gain: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Prometheus (Software), API Design, Scalability, System Monitoring, Performance Testing, Grafana

    Intermediate · Course · 1 - 4 Weeks

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

  • Well-being for Entrepreneurs: Creo Incubator
  • Certified Kubernetes Application Developer (CKAD): Unit 6: Pearson
  • Sales Coaching and Team Enablement for the Digital Era: LearnQuest
  • Automate Cloud Costs & Governance: Coursera
  • Unreal Engine Blueprints – AI & Game System Architecture: EDUCBA
  • Version Control Essentials: Coding with Git & GitHub: Packt
  • AppDynamics Monitoring: Coursera
  • Cybersecurity with Python: Beginner to Advanced: Packt
  • Advanced Rust – Lifetimes, Iterators, Testing & Randomness: Packt
  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA

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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