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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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    EDUCBA

    Apply Postman APIs for Customer Data Management

    Skills you'll gain: Business Logic

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Build a Role-Based Java Web Application

    Skills you'll gain: Database Application, Full-Stack Web Development, Web Applications, Model View Controller, Authentications, Business Logic, SQL

    Beginner · Course · 1 - 4 Weeks

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    Saïd Business School, University of Oxford

    AI Fundamentals in Financial Services

    Skills you'll gain: Financial Services, Artificial Intelligence, Responsible AI, FinTech, Banking Services, Financial Regulation, Banking, Fraud detection, Machine Learning, Applied Machine Learning, Unsupervised Learning, Data Ethics, Natural Language Processing, AI Personalization, Deep Learning, Credit Risk, Reinforcement Learning, Big Data, Algorithms, Data Management

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    Beginner · Course · 1 - 4 Weeks

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    University of Arizona

    Marketing Communications: Intro to Consumer Behavior

    Skills you'll gain: Integrated Marketing Communications, Persona Development, Consumer Behaviour, Marketing Psychology, Target Audience, Marketing Strategies, Strategic Marketing, Marketing, Customer Insights, Brand Strategy, Marketing Communications, Branding, Storytelling

    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

    Master AI Agents – Build Leads from Scratch

    Skills you'll gain: AI Workflows, Agentic Workflows, Deepseek, Automation, DeepSeek API, OpenAI API, Agentic systems, Google Sheets

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Analyze and Visualize Data Using Splunk Statistics

    Skills you'll gain: Splunk, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data Manipulation, Scatter Plots, Time Series Analysis and Forecasting, Correlation Analysis, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Money Markets and Short-Term Financial Instruments

    Skills you'll gain: Financial Market, Risk Mitigation, Cash Management, Capital Markets, Financial Systems, Market Liquidity, Risk Management, International Finance, Securities Trading, Banking, Investment Banking, Market Analysis

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Master of Science in Data Science

    Skills you'll gain: Prompt Engineering, User Story, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Sustainable Design

    Earn a degree

    Degree · 1 - 4 Years

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    Coursera

    Jira Automation and App Selection

    Skills you'll gain: Due Diligence, Backlogs, Postman API Platform, Strategic Decision-Making, Data Integrity, Data Maintenance, Needs Assessment, Product Knowledge, Technical Management, Stakeholder Communications, Data Manipulation, Requirements Analysis, Process Analysis, Automation, Restful API, Application Programming Interface (API), Business Requirements, Vendor Management

    Beginner · Course · 1 - 4 Weeks

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    Alberta Machine Intelligence Institute

    실용 머신 러닝 소개

    Skills you'll gain: Data Ethics, Machine Learning, MLOps (Machine Learning Operations), Applied Machine Learning, Data Preprocessing, Training Records Management, Machine Learning Methods, Data Collection, AI Enablement, Business Process, Business Requirements

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Financial Data with Python for Decision Making

    Skills you'll gain: Trend Analysis, Data-Driven Decision-Making, Statistical Analysis, Financial Modeling, Python Programming

    Beginner · Course · 1 - 4 Weeks

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

  • Apply Postman APIs for Customer Data Management: EDUCBA
  • Build a Role-Based Java Web Application: EDUCBA
  • AI Fundamentals in Financial Services: Saïd Business School, University of Oxford
  • Marketing Communications: Intro to Consumer Behavior: University of Arizona
  • Analyze Employee Data with PostgreSQL SQL Projects: EDUCBA
  • Master AI Agents – Build Leads from Scratch: Packt
  • Analyze and Visualize Data Using Splunk Statistics: EDUCBA
  • Analyze Money Markets and Short-Term Financial Instruments: EDUCBA
  • Master of Science in Data Science: University of Colorado Boulder
  • Jira Automation and App Selection: 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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