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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


  • Status: New
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    EDUCBA

    ETL and Data Warehousing: SSIS, CloverETL, and Azure

    Skills you'll gain: SQL Server Integration Services (SSIS), Azure Synapse Analytics, Data Mapping, Data Warehousing, Extract, Transform, Load, Data Validation, Power BI, Data Architecture, Workflow Management, Data Transformation, Data Visualization Software, Data Management, Data Integration, Business Intelligence, Warehousing, Apache Spark, SQL, Analytics, Data Pipelines, Apache

    4.8
    Rating, 4.8 out of 5 stars
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    83 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    University of Illinois Urbana-Champaign

    Accounting Data Analytics

    Skills you'll gain: Model Evaluation, Machine Learning Algorithms, Data Visualization, Model Optimization, Scikit Learn (Machine Learning Library), Matplotlib, Data Literacy, Tableau Software, Plot (Graphics), Data Presentation, Interactive Data Visualization, Data Visualization Software, Unsupervised Learning, Exploratory Data Analysis, Pandas (Python Package), Seaborn, Data Preprocessing, Model Training, Machine Learning, Python Programming

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    589 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Data Structures and Algorithms

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Bioinformatics, Advanced Mathematics, Theoretical Computer Science, Computational Thinking, Program Development, Data Storage, Network Analysis, Computer Programming, Analysis, Machine Learning Algorithms, Software Testing, C and C++, Python Programming, Java, Debugging, Rust (Programming Language), Javascript

    4.6
    Rating, 4.6 out of 5 stars
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    17K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    M

    Meta

    Meta Back-End Developer

    Skills you'll gain: Django (Web Framework), Full-Stack Web Development, Restful API, Version Control, GitHub, Git (Version Control System), Data Structures, Bootstrap (Front-End Framework), Unix Commands, Back-End Web Development, API Testing, Relational Databases, Front-End Web Development, Object Oriented Programming (OOP), Database Management Systems, Command-Line Interface, Database Management, Python Programming, Computer Programming, Cloud Hosting

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    10K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: New
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    Microsoft

    Forecasting and Predictive Modeling

    Skills you'll gain: Financial Forecasting, Forecasting, Revenue Forecasting, Time Series Analysis and Forecasting, Model Evaluation, Trend Analysis, Model Training, Financial Modeling, Financial Data, Predictive Modeling, Power BI, Predictive Analytics, Applied Machine Learning, Financial Analysis, Model Optimization, Statistical Analysis, Business Analytics, Machine Learning, Microsoft Azure, Microsoft 365

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Arizona State University

    Learn English Now: Academic and Professional Analysis

    Skills you'll gain: Environment, Critical Thinking, Culture, English Language, AI literacy, Environmental Issue, Psychology, Cultural Diversity, Investigation, Systems Thinking, Research, Sustainable Systems, Science and Research, Social Sciences, Oral Expression, Language Competency, Language Learning, Vocabulary, Verbal Communication Skills, Communication

    Advanced · Specialization · 1 - 3 Months

  • Status: New
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    EDUCBA

    Big Data Storage and Warehousing: From Impala to Azure

    Skills you'll gain: Azure Synapse Analytics, Data Warehousing, Apache Hadoop, Power BI, Data Architecture, Data Visualization Software, Microsoft Azure, Apache Spark, Extract, Transform, Load, Data Engineering, Database Administration, Big Data, Apache, Data Integration, Business Intelligence, SQL, Databases, Warehousing, Analytics, Data Storage

    4.9
    Rating, 4.9 out of 5 stars
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    55 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Full-Stack Web Development: HTML/CSS/JS to MEAN Stack

    Skills you'll gain: Node.JS, MongoDB, Responsive Web Design, Full-Stack Web Development, HTML and CSS, Cascading Style Sheets (CSS), Front-End Web Development, Bootstrap (Front-End Framework), Server Side, Web Design and Development, Frontend Integration, Web Design, Middleware, Web Development, Javascript, Angular, Web Applications, jQuery, Restful API, Semantic Web

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Media Planning and Advertising Strategy

    Skills you'll gain: Media Planning, Digital Advertising, Media Strategy, Advertising Campaigns, Digital Media Strategy, Online Advertising, Paid media, Target Audience, Advertising, Media and Communications, Campaign Planning, Digital Marketing, Marketing Channel, Cross-Channel Marketing, Performance marketing, Digital Marketing Campaigns, Marketing Effectiveness, Marketing, Planning, Decision Making

    Mixed · Course · 1 - 4 Weeks

  • Status: New
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    Status: Preview
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    EDUCBA

    Team Behavior and Group Dynamics

    Skills you'll gain: Discussion Facilitation, Team Leadership, Team Building, Team Management, Organizational Leadership, Collaboration, Leadership, Organizational Effectiveness, Team Performance Management, Decision Making, Productivity, Brainstorming, Team Collaboration, Organizational Development, Leadership Development, Coordination, Professional Development, Complex Problem Solving, Course Development, Environment

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Mastery for Professionals

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, ChatGPT, Agentic Workflows, Prompt Patterns, Generative AI Agents, AI Enablement, AI Orchestration, Prompt Engineering Tools, Multimodal Prompts, AI powered creativity, Agentic systems, AI Workflows, Generative AI, Claude Code, AI Product Strategy, Anthropic Claude, AI Personalization, AI Integrations, Responsible AI

    4.8
    Rating, 4.8 out of 5 stars
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    9.6K reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Generative AI Assistants

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Retrieval-Augmented Generation, AI powered creativity, Generative AI Agents, Ideation, Verification And Validation, Generative AI, LLM Application, AI literacy, OpenAI, OpenAI API, Expense Management, AI Personalization, Responsible AI, AI Enablement, Risking, Artificial Intelligence, Expense Reports

    4.8
    Rating, 4.8 out of 5 stars
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    9.4K reviews

    Beginner · Specialization · 1 - 3 Months

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

  • ETL and Data Warehousing: SSIS, CloverETL, and Azure: EDUCBA
  • Accounting Data Analytics: University of Illinois Urbana-Champaign
  • Data Structures and Algorithms: University of California San Diego
  • Meta Back-End Developer: Meta
  • Forecasting and Predictive Modeling: Microsoft
  • Learn English Now: Academic and Professional Analysis: Arizona State University
  • Big Data Storage and Warehousing: From Impala to Azure: EDUCBA
  • Full-Stack Web Development: HTML/CSS/JS to MEAN Stack: EDUCBA
  • Media Planning and Advertising Strategy: EDUCBA
  • Team Behavior and Group Dynamics: EDUCBA

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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