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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


  • Status: Free Trial
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    Duke University

    Python Essentials for MLOps

    Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting

    4.2
    Rating, 4.2 out of 5 stars
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    375 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Minnesota

    Recommender Systems

    Skills you'll gain: AI Personalization, Model Evaluation, Machine Learning Algorithms, Machine Learning Methods, Taxonomy, Decision Support Systems, Business Metrics, Applied Machine Learning, Test Data, Machine Learning, Dimensionality Reduction, Performance Metric, Performance Testing, Spreadsheet Software, Analysis, Systems Design, Solution Design, Predictive Modeling, Microsoft Excel, Statistical Methods

    4.3
    Rating, 4.3 out of 5 stars
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    833 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Mechanics of Materials Fundamentals

    Skills you'll gain: Structural Engineering, Structural Analysis, Mechanical Design, Mechanical Engineering, Mechanics, Materials science, Engineering Analysis, Engineering, Engineering Design Process, Engineering Calculations, Torque (Physics), Drafting and Engineering Design, Design Elements And Principles, Analysis, Mathematical Theory & Analysis, Design, Conceptual Design

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Forex Spot Trading Fundamentals

    Skills you'll gain: Derivatives, Futures Exchange, Financial Trading, Risk Management, International Finance, Financial Market, Securities Trading, Risk Control, Market Data, Capital Markets, Brokerage, Market Liquidity, Order Entry, Workflow Management, Market Dynamics, Market Trend, Order Management, Market Share, Market Intelligence, Mechanics

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Whizlabs

    Amazon Sagemakaer Essesntials

    Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Model Training, Model Deployment, Data Preprocessing, Feature Engineering, Model Evaluation, Responsible AI, Amazon Web Services, Data Wrangling, Model Optimization, Supervised Learning, Data Transformation, Data Processing, Machine Learning Algorithms, Machine Learning Methods, Applied Machine Learning, Cloud Deployment, Apache Airflow, Performance Tuning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Prompt Engineering for Educators

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, AI literacy, Creative Problem-Solving, AI powered creativity, Generative AI, AI Enablement, AI Personalization, Image Analysis, Artificial Intelligence, Innovation, Brainstorming, Large Language Modeling, Game Design, Organizational Skills, Education Software and Technology, Computer Vision, Student Engagement

    4.8
    Rating, 4.8 out of 5 stars
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    8.8K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Illinois Urbana-Champaign

    Data Mining

    Skills you'll gain: Data Visualization, Data Visualization Software, Text Mining, Data Presentation, Data Mining, Dashboard, Tableau Software, Plot (Graphics), Dashboard Creation, Natural Language Processing, Unsupervised Learning, Data Mapping, Unstructured Data, Statistical Analysis, Graphing, Big Data, Data-Driven Decision-Making, Analytics, Data Analysis, Statistical Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    3K reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Gantt Chart Automation with Spreadsheets

    Skills you'll gain: Earned Value Management, Microsoft Project, Project Schedules, Excel Macros, Project Performance, Microsoft Excel, Performance Metric, Microsoft Access, Project Management Software, Project Controls, Management Reporting, Scheduling, Dashboard, Performance Reporting, Project Design, Project Management, Automation, Variance Analysis, Analysis, Design

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Web Analytics and A/B Testing Basics

    Skills you'll gain: Web Analytics, Conversion Funnel Analysis, Google Analytics, Performance Measurement, Content Optimization, Analytics, Performance Analysis, Lead Generation, Digital Marketing, Hypertext Markup Language (HTML), Marketing Analytics, Performance Testing, Marketing Strategies, Marketing, Test Planning, Data-Driven Decision-Making, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

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    Edureka

    Fine-Tuning Techniques for AI Models

    Skills you'll gain: Model Training, Prompt Engineering, Hugging Face, Large Language Modeling, Supervised Learning, Generative AI, Data Cleansing, Deep Learning, Natural Language Processing, Artificial Intelligence, Machine Learning, Data Quality, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Meta

    Meta Full Stack Developer: Front-End & Back-End from Scratch

    Skills you'll gain: Django (Web Framework), Bootstrap (Front-End Framework), Restful API, Version Control, GitHub, Git (Version Control System), Responsive Web Design, Cascading Style Sheets (CSS), Jest (JavaScript Testing Framework), JSON, Web Development Tools, Hypertext Markup Language (HTML), Unix Commands, Back-End Web Development, React.js, API Testing, Object Oriented Programming (OOP), HTML and CSS, Mobile Development, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    25K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    DeepLearning.AI

    Build Basic Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Deep Learning, Convolutional Neural Networks, Responsible AI, Data Ethics, Model Training, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    2K reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Python Essentials for MLOps: Duke University
  • Recommender Systems: University of Minnesota
  • Mechanics of Materials Fundamentals: EDUCBA
  • Forex Spot Trading Fundamentals: EDUCBA
  • Amazon Sagemakaer Essesntials: Whizlabs
  • Prompt Engineering for Educators: Vanderbilt University
  • Data Mining: University of Illinois Urbana-Champaign
  • Gantt Chart Automation with Spreadsheets: EDUCBA
  • Web Analytics and A/B Testing Basics: EDUCBA
  • Fine-Tuning Techniques for AI Models: Edureka

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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