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    Artificial Intelligence & Machine Learning for Business

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 599 3699

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 599  ₹3,699
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    About this course

    • Instructors Introduction
    • Why take this course?

    What is Artificial Intelligence (AI) & Machine Learning (ML)?

    • What is Artificial Intelligence (AI) & Machine Learning (ML)?
    • What is AI & ML? - Exercise
    • History of AI & ML

    What AI can and can not do?

    • Types of ML
    • Types of ML - Exercise
    • AI vs. Humans
    • When to Apply AI & ML
    • When to Apply AI & ML - Exercise

    AI uprising

    • ANI vs. AGI vs. ASI
    • ANI v AGI v ASI - Exercise
    • Recent AI uprising
    • Recent AI Uprising - Exercise
    • How is the world changing?
    • Further Recommended Resources

    Building blocks of AI

    • Building blocks of AI

    Common terminologies in real world

    • Common Terminologies
    • Common Terminologies
    • Glossary of Machine Learning Terms

    Common tools used for creating Artificial Intelligence

    • Common Data Capturing Types and Tools
    • Common Data Capturing Types and Tools
    • Common Tools in the Data Science Spectrum
    • Common Tools in the Data Science Spectrum

    Common techniques in Artificial Intelligence

    • Overview of Common Techniques
    • Overview of Common Techniques
    • Reinforcement Learning Reads
    • Understanding ML Techniques (Part 1)
    • Understanding ML Techniques (Part 2)
    • Understanding ML Techniques

    Applications of AI in various industries

    • Introduction
    • Banking
    • E-Commerce
    • Healthcare
    • Telecom

    Applications of AI in different functions

    • Human Resources
    • Sales
    • Operations
    • Marketing
    • Supply Chain
    • Applications of AI in different functions

    What do you need to enable a AI / ML practice in your organization?

    • Overview
    • Level of Change
    • Building your AI Strategy (Part 1)
    • Timelines for Building AI Strategy
    • Building AI Strategy (Part 2)

    How to recruit a team for enabling AI / ML?

    • Roles in AI
    • Roles in AI
    • Keys to recruit top AI & ML talent
    • Keys to recruit top AI & ML talent

    Common misconceptions about AI & ML

    • Misconceptions about AI/ML
    • Misconceptions about AI/ML

    The Artificial Intelligence Creation Process

    • Stages of Model Building and Problem Definition
    • Stages of Model Building and Problem Definition
    • Hypothesis Generation
    • Hypothesis Generation
    • Data Extraction or Collection
    • Data Extraction or Collection
    • Data Exploration
    • Data Exploration
    • Basics of Model Building
    • Basics of Model Building
    • ML Projects and Model Evaluation

    Promises and Challenges of Artificial Intelligence

    • Promises of Artificial Intelligence
    • Challenges of Artificial Intelligence
    • The Need for designing Safe AI
    • Guidelines from OpenAI and Google for creating Safe AI

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