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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

    AI-Powered Jira Automation and Workflow Optimization

    Skills you'll gain: Jira (Software), Responsible AI, Prompt Engineering, Prompt Patterns, Data Ethics, AI Workflows, Model Evaluation, AI Enablement, Generative AI, Workflow Management, Performance Tuning, Automation, Process Optimization, Performance Metric, Debugging, No-Code Development, Technical Documentation, Performance Analysis, Technical Writing, Risk Control

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Learn Splunk in 2025 - The Essential Training Guide (V2)

    Skills you'll gain: Splunk, Software Installation, Network Monitoring, Data Transformation, Dashboard

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Apply API Testing Fundamentals Using Postman

    Skills you'll gain: CI/CD, Software Testing, Restful API, Test Case, Software Installation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Optimize and Track SEO

    Skills you'll gain: Search Engine Optimization, Web Analytics and SEO, Keyword Research, Content Performance Analysis, Web Content, Digital Marketing, Content Development and Management, Social Media Strategy, Performance Metric, Digital Media Strategy, Performance Analysis, Strategic Planning

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Employee Data with PostgreSQL SQL Projects

    Skills you'll gain: Relational Databases, Database Design, Databases, PostgreSQL, SQL, Database Management, Query Languages, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Blender for Game Asset Creation and Pipeline Integration

    Skills you'll gain: Animations, File Management

    Advanced · Course · 1 - 3 Months

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    EDUCBA

    Build and Execute Automation Tests with Tosca

    Skills you'll gain: Test Automation, Test Case, Software Testing, Automation, Continuous Integration, Acceptance Testing, Test Execution Engine, Integration Testing, Test Planning, Mobile Development

    Beginner · Course · 1 - 4 Weeks

  • U

    University of North Texas

    Math Prep: College & Work Ready

    Skills you'll gain: Arithmetic, Probability & Statistics, Graphing, Geometry, Statistics, Algebra, Applied Mathematics, Systems Of Measurement

    4.5
    Rating, 4.5 out of 5 stars
    ·
    327 reviews

    Beginner · Course · 1 - 4 Weeks

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    Alex Genadinik

    Empathy In Customer Service To Make Customers Feed Cared For

    Skills you'll gain: Customer Retention, Active Listening, Customer Service, Personalized Service, Non-Verbal Communication, Customer experience improvement, Customer Relationship Building, Brand Loyalty, Empathy, Customer Support, Verbal Communication Skills, Emotional Intelligence, Professionalism

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Master Data Structures & Algo – Ace Leetcode & Blind 75+

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Computational Thinking, Programming Principles, Computer Programming, Computer Science

    Intermediate · Specialization · 3 - 6 Months

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    Columbia University

    Causal Inference

    Skills you'll gain: Statistical Inference, Regression Analysis, Statistical Methods, Sampling (Statistics), Statistical Modeling, Machine Learning, Experimentation, Data Collection, Probability & Statistics, Research Design, Econometrics, Program Evaluation, Logistic Regression

    3.3
    Rating, 3.3 out of 5 stars
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    104 reviews

    Advanced · Course · 1 - 3 Months

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    Arizona State University

    Professional Skills: Workplace Communication

    Skills you'll gain: Meeting Facilitation, Public Speaking, Conflict Management, Constructive Feedback, Teamwork, Team Building, Communication, Persuasive Communication, Active Listening, Verbal Communication Skills, Storytelling, Presentations, Business Correspondence, Business Communication, Team Management, Leadership, Interpersonal Communications, Visionary, Team Leadership, Emotional Intelligence

    Beginner · Specialization · 3 - 6 Months

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

  • AI-Powered Jira Automation and Workflow Optimization: Coursera
  • Learn Splunk in 2025 - The Essential Training Guide (V2): Packt
  • Apply API Testing Fundamentals Using Postman: EDUCBA
  • Optimize and Track SEO: Coursera
  • Analyze Employee Data with PostgreSQL SQL Projects: EDUCBA
  • Blender for Game Asset Creation and Pipeline Integration: Packt
  • Build and Execute Automation Tests with Tosca: EDUCBA
  • Math Prep: College & Work Ready: University of North Texas
  • Empathy In Customer Service To Make Customers Feed Cared For: Alex Genadinik
  • Master Data Structures & Algo – Ace Leetcode & Blind 75+: 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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