- Overview
- Prerequisites
- Audience
- Audience
- Curriculum
Description:
This course is designed for non-technical professionals who want to gain a foundational understanding of Artificial Intelligence (AI) and Data Science. The course will cover key concepts and terminologies in AI and Data Science in a way that is easy to understand, without requiring any programming or technical expertise.
The course will begin with an introduction to AI and Data Science, including an overview of the field and its potential applications. We will explore different types of data and how they are collected, as well as the importance of data quality and how to clean and preprocess data.
Throughout the course, we will provide real-life examples of how AI and Data Science are used in different industries. We will also discuss the limitations and ethical considerations of using data and explore future trends in AI and Data Science and their potential impact.
By the end of this course, participants will have gained a foundational understanding of AI and Data Science and will be able to apply this knowledge in their own work and decision-making. This course is ideal for professionals in HR, finance, marketing, operations, or any other non-technical field who want to stay up to date with the latest developments in AI and Data Science and leverage them to drive business value.
Duration: Half Day
Course Code: BDT273
Learning Objectives:
- Acquire a solid grasp of AI and Data Science, even without technical background, to make informed decisions in your field.
- Master key concepts and terms in AI and Data Science.
- Learn to navigate different types of data, their collection methods, .
- Understand and gain skills in data cleaning and preprocessing.
- Explore real-world examples showcasing how AI and Data Science are effectively applied across various industries.
- Understand the ethical considerations and limitations tied to utilizing data, ensuring responsible and informed application of AI and Data Science solutions.
- Understand informed application of AI and Data Science solutions.
- Understand Gain insights into emerging trends within AI and Data Science.
- Understanding of how computers work
This course is designed for:
- Anyone who wants to stay up to date with the latest developments in AI and Data Science and leverage them to drive business value.
This course is designed for:
- Anyone who wants to stay up to date with the latest developments in AI and Data Science and leverage them to drive business value.
Course Outline:
Session 1: Introduction to AI and Data Science
- What is Data Science and why is it important?
- An overview of the Data Science process and its components
- Common terminologies in AI and Data Science and what they mean
Session 2: Data Collection and Preparation
- Different types of data and how they are collected
- Understanding data quality and how to clean and preprocess data
- Exploring data and identifying patterns and insights
Session 3: Applications & Trends of AI and Data Science
- Real-life examples of how Data Science is used in different industries
- Understanding the limitations and ethical considerations of using data
- Future trends in Data Science and its potential impact