Practical AI for Professionals

Practical AI for Professionals

Instructor: Prashant Mittal

Access provided by Taipei Medical University & IOOOI Ally

4 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

No prior experience required

9 hours to complete

Flexible schedule

Learn at your own pace

4 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

No prior experience required

9 hours to complete

Flexible schedule

Learn at your own pace

Skills you'll gain

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

15 assignments

Taught in English

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There are 4 modules in this course

Explore key ideas in Artificial Intelligence (AI) while delving into trending developments in the field. Examines AI tools and frameworks to enable collaboration effectively and efficiently across technical and non-technical stakeholders. Analyze topics such as AI-enabled perception, representation, reasoning, and learning as contextualized by societal impact. Equips students with the knowledge and skills necessary to confidently navigate the ever-evolving landscape of artificial intelligence

This module provides a definition of artificial intelligence and puts the advancements into a historical perspective. You will learn how AI mimics human senses to perform tasks that allow advanced technologies such as self-driving cars.

What's included

1 video8 readings5 assignments1 discussion prompt

1 video Total 4 minutes

Overview 4 minutes

8 readings Total 111 minutes

Course Overview 1 minute
Syllabus - Practical AI for Professionals 10 minutes
Academic Integrity 1 minute
What is Artificial Intelligence? 35 minutes
History of AI 15 minutes
AI and Human Senses 4 minutes
Understanding AI Technologies 40 minutes
Generative AI Analysis Project 5 minutes

5 assignments Total 24 minutes

CYK: What is Artificial Intelligence 2 minutes
CYK: History of AI 2 minutes
CYK: AI and Human Senses 3 minutes
CYK: Understanding AI Technologies 7 minutes
Introduction to AI: Quiz 10 minutes

1 discussion prompt Total 10 minutes

Meet Your Fellow Learners 10 minutes

Welcome to the "AI Tools and Business Strategies", where we'll explore the essential tools and platforms that power AI development and deployment. We will also look at how AI is impacting businesses and business strategy.

What's included

5 readings1 assignment

In this module we explore the crucial stages of handling and utilizing data effectively within AI projects. We start by exploring differences between structured and unstructured data. Then we will discuss understanding the opportunities to integrate AI to meet business needs. Finally, we'll take a look at how different industries are already doing this.

What's included

1 video7 readings6 assignments

1 video Total 3 minutes

Data Types 3 minutes

7 readings Total 85 minutes

Introduction 1 minute
Structured vs. Unstructured Data 3 minutes
Data Preparation 30 minutes
Introduction 1 minute
Identifying the Problem to Solve 8 minutes
Mapping a Solution 12 minutes
Industry-Specific AI Applications 30 minutes

6 assignments Total 25 minutes

CYK: Data Types 3 minutes
Data Preparation 3 minutes
CYK: Identifying the Problem to Solve 3 minutes
CYK: Mapping a Solution 2 minutes
CYK: AI Applications 4 minutes
Module 3 Quiz 10 minutes

In this module we will discuss discussing utilising visual tools and descriptive statistics to extract insights into the data. This will help us to define and select features critical for predictive modeling.