Artificial Intelligence for Finance, Accounting & Auditing

BY
Udemy

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

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