Disclosure: when you buy through links on our site, we may earn an affiliate commission.

AI ML for CXOs & Senior Managers (with No Code AutoML)

Assess maturity for AI readiness | Demystify Artificial Intelligence | 8 Case Studies | Google's No Code Auto ML
4.3
4.3/5
(42 reviews)
11,034 students
Created by

9.0

CourseMarks Score®

9.5

Freshness

7.6

Feedback

9.2

Content

Platform: Udemy
Video: 2h 45m
Language: English
Next start: On Demand

Table of contents

Description

Update: We have recently updated the course with the recent trend in AI – Auto ML (no code machine learning) – How to build machine learning model without writing a single line of code.
Demystifying Artificial Intelligence including ML, DL, NLP, Industry 4.0, IoT & RPA with Caselets for CxOs and Senior Managers.
AI, AI, AI Everywhere! If you don’t do something about AI, you will be left behind or disrupted into extinction – this is a message that executives, Managers, Team Leaders and CXOs often hear, especially in the last year or so from consultants, vendors, industry experts or the IT organization. But why now?
Today, companies are faced with some compelling new choices, like robotic process automation (RPA), artificial intelligence (AI), machine learning (ML), blockchain and Industrial Internet of Things (IIoT), to name a few. Corporate Leaders have the daunting task of deciphering what these buzzwords mean, understanding what is relevant to their business and determining which technology to invest.
It’s important that Leaders have a foundational knowledge of digital transformation because they will rely on digital business to make their numbers. It will be hard for Leaders to lead digital initiatives if they don’t understand digital clearly. A lack of understanding can result in misdirection of efforts and painful experiences, and ultimately place the organizational transformation goals in jeopardy.
This course presents the concepts and technologies behind AI in a simple manner through examples and case studies. The course begins with an explanation of what is AI and uncovers the technology behind AI. A comparison of AI with other technologies like Big Data, RPA, Cloud and Industry 4.0 is also provided.
We will cover the following in this course:
What is AI and how it relates to other advanced technologies
•What is AI
•Types of AI
•Goals of AI
•Applications of AI
•Pattern Recognition

Technology behind AI:
•What are machine learning and deep learning?
•Different types of machine learning
•Examples of machine learning
•What is driving the rise of AI?

Technologies driving the rise of AI
•What is driving the rise of AI
•Structured Vs Unstructured Data
•Cloud
•IoT
Industry 4.0
•IoT and Industry
•Smart factory
•Predictive maintenance

Robotics Process Automation:
•What is RPA
•Is RPA really AI
•Intelligent Automation
•Task Vs Workflow Automation
Case Studies:
•Fraud Detection
•Improving the Forecasting Process
•Face Detection and Social Distancing Management
•Intelligent Automation
AutoML
•What is Auto ML (No code machine learning)
•How to predict churn using AutoML
In general terms, digital transformation can be thought of as integration of digital technology into all areas of a business resulting in fundamental changes to how businesses operate and how they deliver value to their stakeholders (employees, vendors, customers, etc.) to help the organizations compete effectively in an increasingly digital world.
In many ways, digital transformation is a misnomer, because digital is not all about technology. Digital transformation is about solving a business problem or developing a new approach where the technology is an enabler and never the driver. It is about how a technology can help a company rethink the way in which it conducts business and change the stakeholders’ (customers, vendors, employees) experience, and it’s about adaptation. This sometimes means walking away from longstanding business processes that companies were built upon in favor of relatively new practices that are still being defined. Think Uber, Lyft, Netflix, Airbnb.
Another key point to note with digital transformation is that it is not a one and done exercise; rather, it is a mindset, a paradigm shift that allows the organizations to continually improve and ultimately develop a level of digital maturity in order to keep up with the rapidly evolving technological advances.

You will learn

✓ You will get conceptual clarity on AI and its applications including pattern recognition
✓ You will understand the technology behind AI through various concepts and case studies.
✓ You will gain insights on technologies stacking up against AI
✓ You will gain a foothold on machine learning and deep learning, different types of machine learning with examples of machine learning
✓ You will get clarity on Industry 4.0, Smart factory & Predictive maintenance
✓ You will understand the several applications of Artificial Intelligence for Business Leaders (CxOs, Managers, Team Leaders, MBA Students, Entrepreneurs)
✓ You will gain insights on disruption happening in several domains and industries because of Artificial Intelligence and Machine learning
✓ You can apply Artificial Intelligence and Machine Learning in your areas of functions post this course
✓ You will understand Robotic Process Automation(RPA), RPA Applications, Chatbot & you will have a demo on a RPA Solution

Requirements

• 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 !

This course is for

• Executives, CXOs, Managers, Technologists and Students
• Any one interested in understanding and applying these technologies for business use
Artificial Intelligence and Business Transformation Experts
Profile of Trainer Govind KumarSummary
Over 2 decades of experience managing Technology, Operations and Quality in top MNCs & startups. Held leadership roles (including Founder & CEO of an AI & Automation Startup) and managed businesses across Asia Pacific & Japan region.
Expertise AI, Six Sigma and Innovation
Key Experiences
Successfully incubated Centers of Excellence for fraud prevention and service analytics.
Significant experience in design thinking based product development and management. Played a critical role in developing products for emerging markets.
Education & Certification
B. Tech and Full time MBA from top institutes in India
Certifications in six sigma and project management.
Accolades
Won global awards in the areas of Customer Experience, Leadership Excellence, Quality and Technology.
Featured in the cover of CIO Review Magazine.
Board of Studies Member of the Board of Studies at Loyola College, Chennai, India (a 96 year old institution)
Browse all courses by on Coursemarks.
Platform: Udemy
Video: 2h 45m
Language: English
Next start: On Demand

Students are also interested in