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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


  • E

    EDUCBA

    Analyze and Automate Data Using Splunk Knowledge Objects

    Skills you'll gain: Splunk, Security Information and Event Management (SIEM), Data Transformation, Unstructured Data, Data Wrangling, Anomaly Detection, Data Integration, Data Cleansing, Event Monitoring, Scalability, Data Modeling, System Monitoring, Exploratory Data Analysis, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering Vim: Efficient Editing & Vimscript for Developers

    Skills you'll gain: Development Environment, Software Development Tools, Integrated Development Environments, Scripting, Scripting Languages, Version Control, Software Configuration Management, Package and Software Management, Software Development, Command-Line Interface, Configuration Management, Application Development, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • V

    Vanderbilt University

    AI Agents in Typescript/Javascript with Generative AI

    Skills you'll gain: Generative AI Agents, Debugging, TypeScript, Agentic systems, AI Workflows, Node.JS, OpenAI API, Generative AI, Program Development, Artificial Intelligence, LLM Application, Programming Principles, Maintainability, Development Environment, Prompt Engineering, Application Frameworks, Javascript, Large Language Modeling, File Systems

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Modelos predictivos con aprendizaje automático

    Skills you'll gain: Data Ethics, Predictive Modeling, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Classification Algorithms, Decision Tree Learning, Data Preprocessing, Analytical Skills, Python Programming, Unsupervised Learning, Performance Metric

    4.7
    Rating, 4.7 out of 5 stars
    ·
    78 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Agentic AI Engineering

    Skills you'll gain: LangChain, LangGraph, Model Context Protocol, AI Workflows, LLM Application, AI Orchestration, Agentic Workflows, Generative AI Agents, Tool Calling, Model Deployment, Data Transformation, Retrieval-Augmented Generation, Agentic systems, Generative AI, Middleware, Gemini, Scalability, Artificial Intelligence, Prompt Engineering, Responsible AI

    Intermediate · Specialization · 3 - 6 Months

  • L

    Logical Operations

    Introduction to Agile and Scrum Methodologies

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Sprint Retrospectives, Agile Software Development, Sprint Planning, User Story, Backlogs, Agile Product Development, Project Estimation, Project Management, Estimation, Project Planning

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Master Advanced Video Editing with Adobe Premiere Pro

    Skills you'll gain: Video Production

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Cambridge

    Introduction to Change Management: Practical Strategies

    Skills you'll gain: Change Management, Organizational Change, Leadership and Management, Management Training And Development, Leadership, Organizational Leadership, Strategic Planning, Adaptability, Leadership Development, Empathy, Communication Strategies

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Build Employee Management System with Jenkins

    Skills you'll gain: Jenkins, CI/CD, Continuous Integration, Version Control, Git (Version Control System), Java, Data Validation, Application Development, Object Oriented Programming (OOP), Software Architecture, Data Modeling

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Run Campaign Cycles

    Skills you'll gain: Campaign Management, Advertising Campaigns, Data Storytelling, Key Performance Indicators (KPIs), Marketing Strategies, Marketing Analytics, Project Management Life Cycle, Performance Metric, Marketing Planning, Performance Reporting, Data-Driven Decision-Making, Project Closure, Search Engine Optimization, Goal Setting

    Intermediate · Course · 1 - 4 Weeks

  • M

    Minnesota State University, Mankato

    Organizational Design

    Skills you'll gain: Employee Engagement, Organizational Structure, Workflow Management, Process Design, Organizational Development, Operational Excellence, Organizational Effectiveness, Change Management, Communication Strategies, Organizational Leadership, Leadership and Management, Team Leadership, Business Process Improvement, Business Management, Workforce Management, Performance Improvement, Business Operations, Productivity, Decision Making, Strategic Thinking

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Mastering Application Performance Monitoring in AppDynamics

    Skills you'll gain: Dashboard, Application Performance Management, Role-Based Access Control (RBAC), MLOps (Machine Learning Operations), System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Model Deployment, Devops Tools, Model Evaluation, Operational Performance Management, Site Reliability Engineering, DevOps, Root Cause Analysis

    Beginner · Specialization · 1 - 3 Months

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

  • Analyze and Automate Data Using Splunk Knowledge Objects: EDUCBA
  • Mastering Vim: Efficient Editing & Vimscript for Developers: Packt
  • AI Agents in Typescript/Javascript with Generative AI: Vanderbilt University
  • Modelos predictivos con aprendizaje automático: Universidad de los Andes
  • Agentic AI Engineering: Edureka
  • Introduction to Agile and Scrum Methodologies: Logical Operations
  • Master Advanced Video Editing with Adobe Premiere Pro: EDUCBA
  • Introduction to Change Management: Practical Strategies: University of Cambridge
  • Build Employee Management System with Jenkins: EDUCBA
  • Run Campaign Cycles: Coursera

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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