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  • Supervised Learning

Supervised Learning Courses

Supervised learning courses can help you learn regression analysis, classification techniques, and model evaluation methods. You can build skills in feature selection, hyperparameter tuning, and understanding bias-variance tradeoff. Many courses introduce tools like Python libraries such as scikit-learn and TensorFlow, that support implementing algorithms and analyzing data.

Popular Supervised Learning Courses and Certifications


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    IBM

    Generative AI for NLP with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Convolutional Neural Networks, Deep Learning, Natural Language Processing, Embeddings, Hugging Face, Computer Vision, Supervised Learning, Classification Algorithms, Data Preprocessing, Predictive Modeling, Machine Learning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Probability & Statistics, Machine Learning Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    2.1K reviews

    Advanced · Specialization · 3 - 6 Months

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    Universitat Autònoma de Barcelona

    Oralpha: Literacy for new citizens, a course for trainers

    Skills you'll gain: Oral Comprehension, Multilingualism, Language Competency, Education and Training, Teaching, Intercultural Competence, Language Learning, Training Programs, Instructional Strategies, Pedagogy, Literacy, Cultural Diversity, International Relations, Differentiated Instruction, Social Sciences

    4.2
    Rating, 4.2 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Mastering Tabular ML: Feature Engineering to Production

    Skills you'll gain: Feature Engineering, Decision Tree Learning, Machine Learning Methods, Classification And Regression Tree (CART), Applied Machine Learning, Statistical Machine Learning, Model Training, Machine Learning, Supervised Learning, Data Preprocessing, Model Optimization, Predictive Modeling, Model Evaluation, Model Deployment, Data Wrangling, Data Synthesis, Data Transformation, Exploratory Data Analysis, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Fundamentals of Property and Ownership Law

    Skills you'll gain: Intellectual Property, Property and Real Estate, Real Estate, Property Management, Civil Law, Property Accounting, Property Maintenance, Legal Strategy, Property Inspection, Legal Proceedings, Legal Research, Regulation and Legal Compliance, Design, Knowledge Transfer, Strong Work Ethic

    Mixed · Course · 1 - 4 Weeks

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    British Standards Institution

    AI Technical Risk Controls

    Skills you'll gain: Risking, Statistical Methods, Data Ethics, Model Evaluation, Vulnerability Assessments, Statistical Hypothesis Testing, Performance Testing, Statistical Analysis, Decision Intelligence, Verification And Validation, Artificial Intelligence, Artificial Neural Networks, Supervised Learning, Ethical Standards And Conduct, Continuous Monitoring, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Performance Analysis, Law, Regulation, and Compliance, Probability & Statistics

    Intermediate · Specialization · 3 - 6 Months

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    Vanderbilt University

    AI Agent Developer

    Skills you'll gain: Prompt Engineering, Agentic systems, ChatGPT, Prompt Patterns, Retrieval-Augmented Generation, Generative AI Agents, AI Orchestration, AI Workflows, AI powered creativity, Responsible AI, Agentic Workflows, Data Visualization, OpenAI API, Document Management, LLM Application, Ideation, Verification And Validation, Generative AI, Data Presentation, Software Development

    4.8
    Rating, 4.8 out of 5 stars
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    10K reviews

    Beginner · Specialization · 3 - 6 Months

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    Arizona State University

    English to Describe Me and My Daily Routines

    Skills you'll gain: English Language, Language Competency, Language Learning, Grammar, Literacy, Vocabulary

    Beginner · Course · 1 - 4 Weeks

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    Vanderbilt University

    ChatGPT: Master Free AI Tools to Supercharge Productivity

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Prompt Patterns, ChatGPT, Generative AI Agents, Generative AI, LLM Application, AI literacy, OpenAI, OpenAI API, Expense Management, AI Personalization, AI Enablement, Context Engineering, AI powered creativity, Artificial Intelligence, Expense Reports, Communication, Planning, Marketing

    4.8
    Rating, 4.8 out of 5 stars
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    9.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    Vanderbilt University

    Generative AI Automation

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, AI Workflows, AI powered creativity, Responsible AI, Data Visualization, Document Management, Ideation, Verification And Validation, Data Presentation, LLM Application, AI literacy, Generative AI, AI Enablement, Risking, Multimodal Prompts, Image Analysis, Artificial Intelligence, Data Compilation

    4.8
    Rating, 4.8 out of 5 stars
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    9.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Dynamic Heat Maps in Spreadsheets

    Skills you'll gain: Business Reporting, Dashboard, Data Visualization, Dashboard Creation, Interactive Data Visualization, Microsoft Excel, Heat Maps, Trend Analysis, Excel Formulas, Analysis, Spreadsheet Software, Data Validation, Sales, Data Analysis, Business Analysis, Real Time Data, Microsoft Project, Business, Decision Making

    Mixed · Course · 1 - 4 Weeks

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    IBM

    Generative AI for Customer Support

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative AI Agents, Standard Operating Procedure, ChatGPT, Customer Support, LLM Application, AI literacy, Product Support, Customer Service, Procedure Development, Model Evaluation, Customer Analysis, Responsible AI, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), AI Integrations, Augmented and Virtual Reality (AR/VR), Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    12K reviews

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    AI Chatbots with ChatGPT, Dialogflow & Watson

    Skills you'll gain: Prompt Engineering, ChatGPT, OpenAI API, No-Code Development, Microsoft Power Automate/Flow, IBM Cloud, OpenAI, Serverless Computing, LLM Application, Context Management, Cloud Applications, Cloud API, Artificial Intelligence, Generative AI Agents, AI Integrations, Automation, Development Testing, Natural Language Processing, Customer Service, Planning

    5
    Rating, 5 out of 5 stars
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    16 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Generative AI for NLP with PyTorch: IBM
  • Oralpha: Literacy for new citizens, a course for trainers: Universitat Autònoma de Barcelona
  • Mastering Tabular ML: Feature Engineering to Production: Board Infinity
  • Fundamentals of Property and Ownership Law: EDUCBA
  • AI Technical Risk Controls: British Standards Institution
  • AI Agent Developer: Vanderbilt University
  • English to Describe Me and My Daily Routines: Arizona State University
  • ChatGPT: Master Free AI Tools to Supercharge Productivity: Vanderbilt University
  • Generative AI Automation: Vanderbilt University
  • Dynamic Heat Maps in Spreadsheets: EDUCBA

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