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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


  • H

    HubSpot Academy

    Sales Reporting with HubSpot

    Skills you'll gain: Data Visualization, HubSpot CRM, Dashboard, Business Reporting, Customer Relationship Management (CRM) Software, Performance Reporting, Forecasting, Sales Pipelines, Sales Enablement, Business Metrics, Performance Metric, Sales, Data-Driven Decision-Making, Key Performance Indicators (KPIs), Customer Service, Customer Data Management, Customer Success Management, Goal Setting

    Beginner · Course · 1 - 4 Weeks

  • U

    University of the Arts London

    Creative AI: Text and Transformations

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Generative AI, ChatGPT, OpenAI, Artificial Intelligence, Responsible AI, Natural Language Processing, Data Ethics, Recurrent Neural Networks (RNNs)

    Beginner · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Fundamentals of Teradata: Architecture, Storage & Operations

    Skills you'll gain: Teradata SQL, Database Architecture and Administration, Data Storage, Relational Databases, Database Management Systems, Mainframe Computing, Data Processing, Data Integration, Query Languages, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Advanced Usability and Accessibility Practices

    Skills you'll gain: Usability Testing, Usability, User Acceptance Testing (UAT), Software Testing, Survey Creation, Human Computer Interaction, User Research, Persona (User Experience), User Experience Design, Software Quality (SQA/SQC), Web Content Accessibility Guidelines

    Advanced · Course · 1 - 4 Weeks

  • M

    Microsoft

    Launch a Website to Azure with Azure App Service

    Skills you'll gain: Microsoft Azure, Cloud Applications, Cloud Deployment, Continuous Deployment, Application Deployment, ASP.NET, Platform As A Service (PaaS), Development Environment, Containerization, Docker (Software), Web Applications, Microsoft Visual Studio, Integrated Development Environments, Scalability

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Getting Started with GameMaker

    Skills you'll gain: Game Design, Video Game Development, Animations, Software Installation, Development Environment, Scripting, Scripting Languages

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Automate, Validate, and Promote ML Models Safely

    Skills you'll gain: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Introduction to Enterprise Growth and Innovation

    Skills you'll gain: User Centered Design, Innovation, Market Opportunities, Target Market, Growth Strategies, Business Transformation, Digital Transformation, New Product Development, New Business Development, Strategic Planning, Customer Analysis, Emerging Technologies, Health Technology, Business Modeling, Critical Thinking

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    LangGraph Framework

    Skills you'll gain: LangGraph, AI Orchestration, LangChain, LLM Application, Agentic Workflows, Generative AI Agents, MLOps (Machine Learning Operations), Context Management, Distributed Computing, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Writing and Auditing VBA Macros in Finance

    Skills you'll gain: Excel Macros, Financial Modeling, Prompt Engineering, Financial Forecasting, Generative AI, Automation, Process Optimization, Microsoft Excel, Excel Formulas, Financial Acumen, Simulation and Simulation Software, Visual Basic (Programming Language), Financial Reporting, Financial Planning, Code Review

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Serverless Apps in C#: Azure Function Apps

    Skills you'll gain: Cloud Deployment, Cloud API, Cloud Development, Application Deployment, Microsoft Azure, JSON, Cloud Applications, Serverless Computing, Application Programming Interface (API), Cloud Computing, C# (Programming Language), Restful API, Web Services, Data Storage

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Houston

    Value-Based Care: Capstone Project

    Skills you'll gain: Value-Based Care, Constructive Feedback, Active Listening, Portfolio Management, Team Oriented, Program Development, Peer Review, Communication, Healthcare Project Management, Quality Improvement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Sales Reporting with HubSpot: HubSpot Academy
  • Creative AI: Text and Transformations: University of the Arts London
  • Fundamentals of Teradata: Architecture, Storage & Operations: Board Infinity
  • Advanced Usability and Accessibility Practices: Board Infinity
  • Launch a Website to Azure with Azure App Service: Microsoft
  • Getting Started with GameMaker: University of Colorado System
  • Automate, Validate, and Promote ML Models Safely: Coursera
  • Introduction to Enterprise Growth and Innovation: Northeastern University
  • LangGraph Framework: Coursera
  • GenAI for Writing and Auditing VBA Macros in Finance: 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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