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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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    The University of Sydney

    Innovation Through Design: Think, Make, Break, Repeat

    Skills you'll gain: Design Thinking, Human Centered Design, Innovation, Prototyping, Ideation, Design Strategies, User Experience Design, Product Development, Design, Design Research, User Feedback, Customer Insights

    4.7
    Rating, 4.7 out of 5 stars
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    2.3K reviews

    Beginner · Course · 1 - 3 Months

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    Salesforce

    Salesforce Sales Operations

    Skills you'll gain: Sales Pipelines, Sales Process, Sales Operations, Customer Success Management, Order Management, Sales Management, Salesforce, Sales Support, Dashboard, Sales, Sales Development, Closing (Sales), Lead Generation, Request For Quotation (RFQ), Customer Relationship Management, Product Knowledge, B2B Sales, Customer Relationship Management (CRM) Software, Campaign Management, Data Visualization

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    2.1K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    EDUCBA

    Apply Hypothesis Testing with Minitab for Data Analysis

    Skills you'll gain: Business Analytics, Data-Driven Decision-Making

    Beginner · Course · 1 - 4 Weeks

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    University of California, Santa Barbara

    Balance Sheet Issues

    Skills you'll gain: Balance Sheet, Depreciation, Financial Reporting, Financial Accounting, Financial Statements, Technical Accounting, Generally Accepted Accounting Principles (GAAP), Capital Expenditure, Equities, Accrual Accounting, Fixed Asset, Finance, Accounts Receivable, Analysis, Estimation, Corporate Finance

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Advanced Video Editing with Adobe Premiere Pro

    Skills you'll gain: Video Production

    Beginner · Course · 1 - 4 Weeks

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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

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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

  • Status: Free Trial
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    University of Pennsylvania

    Introduction to Spreadsheets and Models

    Skills you'll gain: Spreadsheet Software, Financial Modeling, Regression Analysis, Excel Formulas, Business Modeling, Simulation and Simulation Software, Operations Research, Microsoft Excel, Google Sheets, Probability Distribution, Analysis, Forecasting, Predictive Analytics, Risk Analysis, Statistical Methods, Data Analysis Software, Process Optimization, Decision Tree Learning

    4.2
    Rating, 4.2 out of 5 stars
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    3.9K reviews

    Mixed · 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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    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

    Design and Assemble an Oil Tank in SolidWorks

    Skills you'll gain: SolidWorks (CAD), Mechanical Design, Assembly Drawing, 3D Modeling, Computer-Aided Design, Integration Testing, Technical Design, Industrial Design, Functional Design, Structural Engineering

    Intermediate · Course · 1 - 4 Weeks

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

  • Innovation Through Design: Think, Make, Break, Repeat: The University of Sydney
  • Salesforce Sales Operations: Salesforce
  • Apply Hypothesis Testing with Minitab for Data Analysis: EDUCBA
  • Balance Sheet Issues: University of California, Santa Barbara
  • Master Advanced Video Editing with Adobe Premiere Pro: EDUCBA
  • 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
  • Introduction to Spreadsheets and Models: University of Pennsylvania
  • Optimize and Track SEO: 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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