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    Artificial Intelligence for Finance, Accounting & Auditing

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 3299

    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
    ₹ 3,299
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Introduction

    • Welcome to the course
    • Course Outline
    • What is Artificial Intelligence?
    • Why do we need Artificial Intelligence in Finance | Accounting | Auditing
    • Reflection Question
    • Can Artificial Intelligence replace me in my profession?
    • Did AI start yesterday?
    • Is all the AI talk just hype?
    • How can you reinvent yourself in this digital age?
    • Before we jump into the technology...

    Section 2: Chatbots

    • Quick introduction to Chatbots
    • Chatbot applications in Finance | Accounting | Auditing
    • Chatbot Use Cases
    • Description of the hands on exercise
    • Step 1: Hands-on - Overview of IBM Watson
    • Step 2: Hands-on - Setting up the IBM Chatbot Environment
    • Step 3: Hands-on - Creating Dialog Skills for the Chatbot
    • Step 4: Hands-on - Adding the Discovery Service
    • Step 5: Hands-on - Adding Search skills to the Chatbot
    • Step 6: Hands on - Recap of what we have covered with Chatbot development
    • Step 7: Hands-on - Integration with Slack
    • Chatbot Quiz

    Section 3: Speech Recognition

    • Introduction to Speech Recognition
    • General example of speech recognition software with emotion detection
    • Speech Recognition applications in Finance | Accounting | Auditing
    • Speech Recognition Case Study
    • Hands-on: Interacting with Speech Recognition
    • Speech Recognition Quiz

    Section 4: Natural Language Processing

    • Introduction to Natural Language Processing
    • Preprocessing text for Natural Language Processing
    • Natural Language Processing applications in Finance | Accounting | Auditing
    • Natural Language Processing Case Study
    • Step 1: Hands on - RapidMiner and Meaning Cloud sites
    • Step 2: Hands on - Exploring MeaningCloud features
    • Step 3: Hands on - Extracting online reviews for text analysis
    • Step 4: Hands on - Using MeaningCloud to perform Natural Language Processing
    • Step 5: Hands on - Understanding the output
    • Natural Language Processing Quiz

    Section 5: Machine Vision

    • Introduction to Machine Vision
    • Machine Vision applications in Finance | Accounting | Auditing
    • Machine Vision Case Studies (Accounting | Auditing | Finance)
    • Just for fun :) Illustration of Machine Vision Apps
    • Machine Vision Quiz

    Section 6: Machine Learning

    • Introduction to Machine Learning
    • Machine Learning Steps
    • Machine Learning applications
    • Machine Learning Case Study
    • Step 1: Hands on - Getting started on Machine Learning / RapidMiner
    • Step 2: Hands on - Decision Trees
    • Step 3: Hands on - Random Forest and Logistic Regression
    • Step 4: Hands on - Building the ensemble
    • Machine Learning Quiz

    Section 7: Robot Process Automation (RPA) + Intelligence

    • Introduction to Robotic Process Automation + Intelligence
    • Robotic Process Automation Case Study
    • Step 1: Hands on - Getting started on Automation Anywhere
    • Step 2: Hands on - Building the browser connector
    • Step 3: Hands on - Adding triggers
    • Step 4: Hands on - Bot opening excel
    • Step 5: Hands on- Opening an excel file
    • Step 6: Hands on - Copy and Pasting between apps
    • Step 7: Hands on - Troubleshooting
    • Step 8: Bonus Connecting bot to IBM Watson Chatbot via slack
    • Robotic Process Automation Quiz

    Section 8: Internet of Things

    • Introduction to Internet of Things
    • Internet of Things Case Study
    • Step 1: Hands on - Introduction to MATLAB
    • Step 2: Hands on - Introduction to ThingSpeak
    • Step 3: Hands on - Setting up Sensor Channels
    • Step 4: Hands on - MATLAB Apps
    • Step 5: Hands on - IoT Visualization and Time Control
    • Step 6: Hands on - IoT wrap up

    Section 9: Smart Analytics

    • Introduction to Smart Analytics
    • Smart Analytics Case Study
    • Step 1:Walkthrough of a Smart Analytics Software for audit - Navigating Software
    • Step 2:Walkthrough of a Smart Analytics Software for audit - Inner workings
    • Step 3:Walkthrough of a Smart Analytics Software for audit - Exploring output

    Section 10: Bringing it all together

    • What we have covered to this point
    • How can AI change your work / life?
    • Implementing AI Applications
    • AI implementation Case Study
    • The Future of AI in Accounting, Auditing and Finance
    • Concluding the course

    Instructors

    Ms Ivy Munoko

    Ms Ivy Munoko
    Instructor
    Freelancer

    Articles

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