Mô tả

Are you prepared for the inevitable AI revolution? How can you leverage it in your current role as a business leader (whether that's a manager, team leader or a CxO)? Analytics Vidhya’s ‘Artificial Intelligence (AI) & Machine Learning (ML) for Business’ course, curated and delivered by experienced instructors, will help you understand the answers to these pressing questions.

Artificial Intelligence has become the centrepiece of strategic decision making for organizations. It is disrupting the way industries function - from sales and marketing to finance and HR, companies are betting on AI to give them a competitive edge.

AI for Business Leaders is a thoughtfully created course designed specifically for business people and does not require any programming.

Through this course you will learn about the current state of AI, how it's disrupting businesses globally and in diverse fields, how it might impact your current role and what you can do about it. This course also dives into the various building blocks of AI and why it's necessary for you to have a high-level overview of these topics in today's data-driven world.

We will also provide you with multiple practical case studies towards the end of the course that will test your understanding and add context to all that you've studied.

By the time you finish the course, you will be ready to apply your newly-acquired knowledge in your current organization. You will be able to make informed strategic decisions for yourself and your business.

Bạn sẽ học được gì

Applications of Artificial Intelligence and Machine Learning for Business Leaders (CxOs, Managers, Team Leaders, MBA Students, Entrepreneurs)

How can you apply Artificial Intelligence and Machine Learning in your areas of functions?

Disruption happening in several domains and industries because of Artificial Intelligence and Machine learning

Yêu cầu

  • This course does not assume any prior knowledge of Artificial Intelligence or it’s associated terms. Bring your business and managerial experience - the course will help you do the rest !

Nội dung khoá học

15 sections

About this course

2 lectures
Instructors Introduction
02:03
Why take this course?
05:47

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

3 lectures
What is Artificial Intelligence (AI) & Machine Learning (ML)?
08:42
What is AI & ML? - Exercise
2 questions
History of AI & ML
05:37

What AI can and can not do?

5 lectures
Types of ML
10:07
Types of ML - Exercise
4 questions
AI vs. Humans
05:54
When to Apply AI & ML
06:04
When to Apply AI & ML - Exercise
1 question

AI uprising

6 lectures
ANI vs. AGI vs. ASI
08:25
ANI v AGI v ASI - Exercise
5 questions
Recent AI uprising
03:28
Recent AI Uprising - Exercise
3 questions
How is the world changing?
06:53
Further Recommended Resources
00:19

Building blocks of AI

1 lectures
Building blocks of AI
04:36

Common terminologies in real world

3 lectures
Common Terminologies
07:38
Common Terminologies
2 questions
Glossary of Machine Learning Terms
00:18

Common tools used for creating Artificial Intelligence

4 lectures
Common Data Capturing Types and Tools
08:07
Common Data Capturing Types and Tools
2 questions
Common Tools in the Data Science Spectrum
12:10
Common Tools in the Data Science Spectrum
2 questions

Common techniques in Artificial Intelligence

5 lectures
Overview of Common Techniques
06:25
Overview of Common Techniques
2 questions
Understanding ML Techniques (Part 1)
07:41
Understanding ML Techniques (Part 2)
08:03
Understanding ML Techniques
4 questions

Applications of AI in various industries

6 lectures
Reinforcement Learning Reads
00:33
Introduction
01:24
Banking
15:18
E-Commerce
21:06
Healthcare
09:26
Telecom
06:10

Applications of AI in different functions

6 lectures
Human Resources
09:49
Sales
11:27
Operations
11:28
Marketing
13:37
Supply Chain
07:32
Applications of AI in different functions
8 questions

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

5 lectures
Overview
01:20
Level of Change
02:48
Building your AI Strategy (Part 1)
07:42
Timelines for Building AI Strategy
03:55
Building AI Strategy (Part 2)
07:40

How to recruit a team for enabling AI / ML?

4 lectures
Roles in AI
11:10
Roles in AI
2 questions
Keys to recruit top AI & ML talent
14:24
Keys to recruit top AI & ML talent
1 question

Common misconceptions about AI & ML

2 lectures
Misconceptions about AI/ML
12:33
Misconceptions about AI/ML
1 question

The Artificial Intelligence Creation Process

11 lectures
Stages of Model Building and Problem Definition
04:35
Stages of Model Building and Problem Definition
2 questions
Hypothesis Generation
03:16
Hypothesis Generation
2 questions
Data Extraction or Collection
01:53
Data Extraction or Collection
1 question
Data Exploration
04:26
Data Exploration
2 questions
Basics of Model Building
05:26
Basics of Model Building
3 questions
ML Projects and Model Evaluation
12:35

Promises and Challenges of Artificial Intelligence

4 lectures
Promises of Artificial Intelligence
05:39
Challenges of Artificial Intelligence
06:51
The Need for designing Safe AI
05:54
Guidelines from OpenAI and Google for creating Safe AI
04:33

Đánh giá của học viên

Chưa có đánh giá
Course Rating
5
0%
4
0%
3
0%
2
0%
1
0%

Bình luận khách hàng

Viết Bình Luận

Bạn đánh giá khoá học này thế nào?

image

Đăng ký get khoá học Udemy - Unica - Gitiho giá chỉ 50k!

Get khoá học giá rẻ ngay trước khi bị fix.