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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

    Ethics and Safety in Open AI

    Skills you'll gain: Responsible AI, AI Security, Generative AI, Data Ethics, Threat Modeling, General Data Protection Regulation (GDPR), Model Evaluation, Metadata Management, Data Integrity, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Design a Pavilion in SketchUp: 3D Modeling Case Study

    Skills you'll gain: SketchUp (3D Modeling Software), Visualization (Computer Graphics), 3D Modeling, Conceptual Design, Design Thinking, Layout Design, Spatial Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    4 AI Agentic Design Patterns – Workflows with Ollama

    Skills you'll gain: AI Workflows, Agentic Workflows, Prompt Patterns, Tool Calling, OpenAI API, Artificial Intelligence, Software Design Patterns, Prompt Engineering, Development Environment, Python Programming

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Financial Analyst: AI, Excel, and Power BI Skills

    Skills you'll gain: Financial Modeling, Financial Forecasting, Financial Statement Analysis, Risk Modeling, Capital Budgeting, Risk Management, Financial Auditing, Data Cleansing, Financial Data, Portfolio Risk, Financial Analysis, Data Storytelling, Descriptive Statistics, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization

    Intermediate · Professional Certificate · 3 - 6 Months

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    Knowledge Accelerators

    From Excel to Power BI

    Skills you'll gain: Power BI, Business Intelligence, Data Visualization, Business Reporting, Business Analytics, Data Analysis, Data Synthesis, Excel Formulas, Data Manipulation, Collaborative Software, Trend Analysis, Data Management, Data Quality

    4.5
    Rating, 4.5 out of 5 stars
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    1.7K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Analyze, Engineer, and Boost AI ROI

    Skills you'll gain: Feature Engineering, Data Analysis, Return On Investment, Performance Measurement, Business Metrics

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Hyperparameter Tuning with Keras Tuner

    Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    70 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Apply SPSS Fundamentals for Data Analysis

    Skills you'll gain: SPSS (Software), Statistical Analysis, Data Manipulation, Data Visualization Software, Data Analysis, End User Training and Support, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics, Graphing

    Beginner · Course · 1 - 4 Weeks

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    Packt

    SwiftIO Micro - Using Swift Code with Electronics & IoT Tech

    Skills you'll gain: Electronic Components, Swift Programming, Basic Electrical Systems, Internet Of Things, Apple iOS, Electronics, PIC Microcontrollers, Embedded Software, Test Equipment, Mobile Development, Hardware Troubleshooting, Programming Principles, Electrical Engineering, Embedded Systems, Hardware Design, Wireless Networks, Application Development, Display Devices, Interactive Design, Prototyping

    Beginner · Specialization · 1 - 3 Months

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    Columbia University

    Financial Engineering and Risk Management

    Skills you'll gain: Portfolio Management, Derivatives, Financial Market, Securities (Finance), Investment Management, Portfolio Risk, Asset Management, Credit Risk, Mortgage Loans, Mathematical Modeling, Applied Mathematics, Capital Markets, Financial Modeling, Risk Modeling, Regression Analysis, Market Liquidity, Futures Exchange, Risk Management, Equities, Actuarial Science

    4.6
    Rating, 4.6 out of 5 stars
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    421 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Optimize Posts and Ads

    Skills you'll gain: Social Media Content, Copywriting, Social Media Campaigns, Social Media Strategy, Social Media, Social Media Marketing, Paid media, Content Strategy, Brand Strategy

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Career Development: AI SEO & GEO Visibility

    Skills you'll gain: Interviewing Skills, Search Engine Optimization, Decision Making, AI Enablement, Web Analytics and SEO, Digital Marketing, Keyword Research, Marketing Analytics, Marketing Strategies, Verbal Communication Skills, LinkedIn, Proposal Writing, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • Ethics and Safety in Open AI: Coursera
  • Design a Pavilion in SketchUp: 3D Modeling Case Study: EDUCBA
  • 4 AI Agentic Design Patterns – Workflows with Ollama: Packt
  • Financial Analyst: AI, Excel, and Power BI Skills: Coursera
  • From Excel to Power BI: Knowledge Accelerators
  • Analyze, Engineer, and Boost AI ROI: Coursera
  • Hyperparameter Tuning with Keras Tuner: Coursera
  • Apply SPSS Fundamentals for Data Analysis: EDUCBA
  • SwiftIO Micro - Using Swift Code with Electronics & IoT Tech: Packt
  • Financial Engineering and Risk Management: Columbia University

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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