Brochure
Enquire
- 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...
Quick Facts
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|---|---|---|---|---|
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
₹ 3,299
certificate availability
Yes
certificate providing authority
Udemy
The syllabus
Introduction
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
Instructor
Freelancer
Articles
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